@InProceedings{	  2017-Deeb-Swihart-SELLCSCI,
  author	= {Julia Deeb-Swihart and Christopher Polack and Eric
		  Gilbert and Irfan Essa},
  booktitle	= {In Proceedings of The International AAAI Conference
		  on Web and Social Media (ICWSM)},
  month		= {May},
  organization	= {AAAI},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2017-Deeb-Swihart-SELLCSCI.pdf},
  title		= {Selfie-Presentation in Everyday Life: A Large-Scale
		  Characterization of Selfie Contexts on Instagram},
  year		= {2017}
}

@InProceedings{	  2017-Ahsan-TUVAIISSE,
  address	= {Anchorage, Alaska, US},
  author	= {Unaiza Ahsan and Munmun De Choudhury and Irfan
		  Essa},
  booktitle	= {Proceedings of The International Joint Conference
		  on Neural Networks},
  month		= {May},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2017-Ahsan-TUVAIISSE.pdf},
  publisher	= {International Neural Network Society},
  title		= {Towards Using Visual Attributes to Infer Image
		  Sentiment Of Social Events},
  year		= {2017}
}

@InProceedings{	  2017-Ahsan-CERFIWTE,
  arxiv		= {https://arxiv.org/abs/1701.04769},
  author	= {Unaiza Ahsan and Chen Sun and James Hays and Irfan
		  Essa},
  booktitle	= {IEEE Winter Conference on Applications of Computer
		  Vision (WACV)},
  month		= {March},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2017-Ahsan-CERFIWTE.pdf},
  title		= {Complex Event Recognition from Images with Few
		  Training Examples},
  year		= {2017}
}

@InProceedings{	  2014-Ahsan-CSEIUKCCA,
  author	= {Ahsan, Unaiza and Essa, Irfan},
  booktitle	= {The IEEE Conference on Computer Vision and Pattern
		  Recognition (CVPR) Workshops},
  month		= {June},
  pdf		= {http://www.cv-foundation.org//openaccess/content_cvpr_workshops_2014/W20/papers/Ahsan_Clustering_Social_Event_2014_CVPR_paper.pdf},
  title		= {Clustering Social Event Images Using Kernel
		  Canonical Correlation Analysis},
  year		= {2014}
}

@InProceedings{	  2017-Zia-VAMAASSA,
  author	= {A. Zia and Y. Sharma and V. Bettadapura and E.Sarin
		  and I. Essa},
  booktitle	= {Proceedings of Information Processing in
		  Computer-Assisted Interventions (IPCAI)},
  month		= {June},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2017-Zia-VAMAASSA.pdf},
  title		= {Video and Accelerometer-Based Motion Analysis for
		  Automated Surgical Skills Assessment},
  year		= {2017}
}

@InProceedings{	  2016-Zia-FDASTD,
  address	= {Athens, Greece},
  author	= {Aneeq Zia and Daniel Castro and Irfan Essa},
  booktitle	= {Workshop and Challenges on Modeling and Monitoring
		  of Computer Assisted Interventions (M2CAI), Held in
		  Conjunction with International Conference on Medical
		  Image Computing and Computer Assisted Intervention
		  (MICCAI)},
  month		= {October},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2016-Zia-FDASTD.pdf},
  title		= {Fine-tuning Deep Architectures for Surgical Tool
		  Detection},
  url		= {http://www.cc.gatech.edu/cpl/projects/deepm2cai/},
  year		= {2016}
}

@Article{	  2016-Zia-AVASSTEMS,
  author	= {Zia, Aneeq and Sharma, Yachna and Bettadapura,
		  Vinay and Sarin, Eric L and Ploetz, Thomas and
		  Clements, Mark A and Essa, Irfan},
  doi		= {10.1007/s11548-016-1468-2},
  journal	= {International Journal of Computer Assisted
		  Radiology and Surgery},
  month		= {September},
  number	= {9},
  pages		= {1623--1636},
  publisher	= {Springer Berlin Heidelberg},
  title		= {Automated video-based assessment of surgical skills
		  for training and evaluation in medical schools},
  url		= {http://link.springer.com/article/10.1007/s11548-016-1468-2},
  volume	= {11},
  year		= {2016}
}

@InProceedings{	  2016-Bettadapura-LCCGBH,
  arxiv		= {http://arxiv.org/abs/1606.08955},
  author	= {Vinay Bettadapura and Caroline Pantofaru and Irfan
		  Essa},
  booktitle	= {Proceedings of ACM International Conference on
		  Multimedia (ACM-MM)},
  month		= {October},
  organization	= {ACM},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2016-Bettadapura-LCCGBH.pdf},
  title		= {Leveraging Contextual Cues for Generating
		  Basketball Highlights},
  url		= {http://www.vbettadapura.com/highlights/basketball/index.htm},
  year		= {2016}
}

@InProceedings{	  2016-Castro-DPHFEVV,
  arxiv		= {http://arxiv.org/abs/1601.04406},
  author	= {Daniel Castro and Vinay Bettadapura and Irfan
		  Essa},
  booktitle	= {Proceedings of IEEE Winter Conference on
		  Applications of Computer Vision (WACV)},
  month		= {March},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2016-Castro-DPHFEVV.pdf},
  title		= {Discovering Picturesque Highlights from Egocentric
		  Vacation Video},
  url		= {http://www.cc.gatech.edu/cpl/projects/egocentrichighlights/},
  year		= {2016}
}

@InProceedings{	  2015-Zia-AASSUFA,
  author	= {A. Zia and Y. Sharma and V. Bettadapura and E.
		  Sarin and M. Clements and I. Essa},
  booktitle	= {International Conference on Medical Image Computing
		  and Computer Assisted Interventions (MICCAI)},
  month		= {October},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Zia-AASSUFA.pdf},
  title		= {Automated Assessment of Surgical Skills Using
		  Frequency Analysis},
  year		= {2015}
}

@InProceedings{	  2015-Thomaz-IMEARWSFASFS,
  author	= {Edison Thomaz and Cheng Zhang and Irfan Essa and
		  Gregory D. Abowd},
  awards	= {(Best Short Paper Award)},
  booktitle	= {Proceedings of ACM Conference on Intelligence User
		  Interfaces (IUI)},
  month		= {May},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Thomaz-IMEARWSFASFS.pdf},
  title		= {Inferring Meal Eating Activities in Real World
		  Settings from Ambient Sounds: A Feasibility Study},
  year		= {2015}
}

@InProceedings{	  2015-Thomaz-PAREMWWIS,
  author	= {Edison Thomaz and Irfan Essa and Gregory D. Abowd},
  booktitle	= {Proceedings of ACM International Conference on
		  Ubiquitous Computing (UBICOMP)},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Thomaz-PAREMWWIS.pdf},
  title		= {A Practical Approach for Recognizing Eating Moments
		  with Wrist-Mounted Inertial Sensing},
  year		= {2015}
}

@InProceedings{	  2015-Castro-PDAFEIUDL,
  arxiv		= {http://arxiv.org/abs/1510.01576},
  author	= {Daniel Castro and Steven Hickson and Vinay
		  Bettadapura and Edison Thomaz and Gregory Abowd and
		  Henrik Christensen and Irfan Essa},
  booktitle	= {Proceedings of International Symposium on Wearable
		  Computers (ISWC)},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Castro-PDAFEIUDL.pdf},
  title		= {Predicting Daily Activities from Egocentric Images
		  Using Deep Learning},
  url		= {http://www.cc.gatech.edu/cpl/projects/dailyactivities/},
  year		= {2015}
}

@InProceedings{	  2015-Bettadapura-LCSAFRR,
  arxiv		= {http://arxiv.org/abs/1510.02078},
  author	= {Vinay Bettadapura and Edison Thomaz and Aman
		  Parnami and Gregory Abowd and Irfan Essa},
  booktitle	= {Proceedings of IEEE Winter Conference on
		  Applications of Computer Vision (WACV)},
  doi		= {10.1109/WACV.2015.83},
  month		= {January},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Bettadapura-LCSAFRR.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Leveraging Context to Support Automated Food
		  Recognition in Restaurants},
  url		= {http://www.vbettadapura.com/egocentric/food/},
  year		= {2015}
}

@InProceedings{	  2015-Hickson-SILLHS,
  author	= {Steven Hickson and Irfan Essa and Henrik
		  Christensen},
  booktitle	= {Proceedings of IEEE Winter Conference on
		  Applications of Computer Vision (WACV)},
  doi		= {10.1109/WACV.2015.147},
  month		= {January},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Hickson-SILLHS.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Semantic Instance Labeling Leveraging Hierarchical
		  Segmentation},
  year		= {2015}
}

@InProceedings{	  2015-Raza-FTCOBUSL,
  author	= {Syed Hussain Raza and Ahmad Humayun and Matthias
		  Grundmann and David Anderson and Irfan Essa},
  booktitle	= {Proceedings of IEEE Winter Conference on
		  Applications of Computer Vision (WACV)},
  doi		= {10.1109/WACV.2015.141},
  month		= {January},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Raza-FTCOBUSL.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Finding Temporally Consistent Occlusion Boundaries
		  using Scene Layout},
  year		= {2015}
}

@InProceedings{	  2015-Bettadapura-EFLUFPD,
  arxiv		= {http://arxiv.org/abs/1510.02073},
  author	= {Vinay Bettadapura and Irfan Essa and Caroline
		  Pantofaru},
  awards	= {(Best Paper Award)},
  booktitle	= {Proceedings of IEEE Winter Conference on
		  Applications of Computer Vision (WACV)},
  doi		= {10.1109/WACV.2015.89},
  month		= {January},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2015-Bettadapura-EFLUFPD.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Egocentric Field-of-View Localization Using
		  First-Person Point-of-View Devices},
  url		= {http://www.vbettadapura.com/egocentric/localization/},
  year		= {2015}
}

@InProceedings{	  2014-Bidwell-MCVAUMHTFCDSC,
  author	= {Jonathan Bidwell and Irfan Essa and Agata Rozga and
		  Gregory Abowd},
  booktitle	= {{Proceedings of International Conference on
		  Multimodal Interfaces (ICMI)}},
  month		= {November},
  title		= {Measuring child visual attention using markerless
		  head tracking from color and depth sensing cameras},
  url		= {http://icmi.acm.org/2014/},
  year		= {2014}
}

@InProceedings{	  2014-Ahsan-TSVFSM,
  author	= {Unaiza Ahsan and Irfan Essa},
  booktitle	= {{Proceedings of Symposium on Computation and
		  Journalism}},
  month		= {October},
  title		= {Towards Story Visualization from Social
		  Multimedia},
  url		= {http://symposium2014.computation-and-journalism.com/},
  year		= {2014}
}

@InProceedings{	  2014-Sharma-VBAOUSMT,
  author	= {Yachna Sharma and Vinay Bettadapura and Thomas
		  Ploetz and Nils Hammerla and Sebastian Mellor and
		  Roisin McNaney and Patrick Olivier and Sandeep
		  Deshmukh and Andrew Mccaskie and Irfan Essa},
  awards	= {(Best Paper Honorable Mention Award)},
  booktitle	= {{Proceedings of Workshop on Modeling and Monitoring
		  of Computer Assisted Interventions (M2CAI)}},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2014-Sharma-VBAOUSMT.pdf},
  title		= {Video Based Assessment of OSATS Using Sequential
		  Motion Textures},
  year		= {2014}
}

@InProceedings{	  2014-Raza-DEFVUGCOB,
  address	= {Nottingham, UK},
  author	= {Syed Hussain Raza and Omar Javed and Aveek Das and
		  Harpreet Sawhney and Hui Cheng and Irfan Essa},
  booktitle	= {{Proceedings of British Machine Vision Conference
		  (BMVC)}},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2014-Raza-DEFVUGCOB.pdf},
  title		= {Depth Extraction from Videos Using Geometric
		  Context and Occlusion Boundaries},
  url		= {http://www.cc.gatech.edu/cpl/projects/videodepth/},
  year		= {2014}
}

@InProceedings{	  2014-Hickson-EHGSRV,
  author	= {Steven Hickson and Stan Birchfield and Irfan Essa
		  and Henrik Christensen},
  booktitle	= {{Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)}},
  month		= {June},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2014-Hickson-EHGSRV.pdf},
  title		= {Efficient Hierarchical Graph-Based Segmentation of
		  RGBD Videos},
  url		= {http://www.cc.gatech.edu/cpl/projects/4dseg},
  year		= {2014}
}

@InProceedings{	  2014-Bidwell-APCRNFAV,
  author	= {J. Bidwell and A. Rozga and J. Kim and H. Rao and
		  M. Clements and I. Essa and G. Abowd},
  booktitle	= {{Proceedings of Annual Conference of the
		  International Society of Autism Research}},
  month		= {May},
  organization	= {IMFAR},
  title		= {Automated Prediction of a Child's Response to Name
		  from Audio and Video},
  url		= {https://imfar.confex.com/imfar/2014/webprogram/Paper16999.html},
  year		= {2014}
}

@InProceedings{	  2014-Sharma-ASOPFV,
  address	= {Beijing, CHINA},
  author	= {Yachna Sharma and Thomas Ploetz and Nils Hammerla
		  and Sebastian Mellor and Roisin McNaney and Patrick
		  Oliver and Sandeep Deshmukh and Andrew McCaskie and
		  Irfan Essa},
  booktitle	= {{Proceedings of IEEE International Symposium on
		  Biomedical Imaging}},
  month		= {April},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2014-Sharma-ASOPFV.pdf},
  title		= {Automated Surgical {OSATS} Prediction from Videos},
  year		= {2014}
}

@InProceedings{	  2013-Senator-DITRCDCUA,
  acmid		= {2488213},
  address	= {New York, NY, USA},
  author	= {Senator, Ted E. and Goldberg, Henry G. and Memory,
		  Alex and Young, William T. and Rees, Brad and
		  Pierce, Robert and Huang, Daniel and Reardon,
		  Matthew and Bader, David A. and Chow, Edmond and
		  Essa, Irfan and Jones, Joshua and Bettadapura, Vinay
		  and Chau, Duen Horng and Green, Oded and Kaya, Oguz
		  and Zakrzewska, Anita and Briscoe, Erica and Mappus,
		  Rudolph IV L. and McColl, Robert and Weiss, Lora and
		  Dietterich, Thomas G. and Fern, Alan and Wong,
		  Weng--Keen and Das, Shubhomoy and Emmott, Andrew and
		  Irvine, Jed and Lee, Jay-Yoon and Koutra, Danai and
		  Faloutsos, Christos and Corkill, Daniel and
		  Friedland, Lisa and Gentzel, Amanda and Jensen,
		  David},
  booktitle	= {{Proceedings of the 19th ACM SIGKDD international
		  conference on Knowledge discovery and data mining}},
  doi		= {10.1145/2487575.2488213},
  isbn		= {978-1-4503-2174-7},
  location	= {Chicago, Illinois, USA},
  month		= {September},
  numpages	= {9},
  pages		= {1393--1401},
  publisher	= {ACM},
  series	= {KDD '13},
  title		= {Detecting insider threats in a real corporate
		  database of computer usage activity},
  url		= {http://doi.acm.org/10.1145/2487575.2488213},
  year		= {2013}
}

@InProceedings{	  2013-Thomaz-FIEMFFILHC,
  author	= {Edison Thomaz and Aman Parnami and Irfan Essa and
		  Gregory D. Abowd},
  booktitle	= {{Proceedings of ACM International SenseCam and
		  Pervasive Imaging (SenseCam '13)}},
  doi		= {10.1145/2526667.2526672},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Thomaz-FIEMFFILHC.pdf},
  title		= {Feasibility of Identifying Eating Moments from
		  First-Person Images Leveraging Human Computation},
  year		= {2013}
}

@InProceedings{	  2013-Thomaz-TAAPCWREBWWC,
  author	= {Edison Thomaz and Aman Parnami and Jonathan Bidwell
		  and Irfan Essa and Gregory D. Abowd},
  booktitle	= {{Proceedings of the ACM International Joint
		  Conference on Pervasive and Ubiquitous Computing
		  (UbiComp}},
  doi		= {10.1145/2493432.2493509},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Thomaz-TAAPCWREBWWC.pdf},
  title		= {Technological Approaches for Addressing Privacy
		  Concerns when Recognizing Eating Behaviors with
		  Wearable Cameras.},
  year		= {2013}
}

@Article{	  2013-Hamid-VFTSCUMSC,
  author	= {Raffay Hamid and Ramkrishan Kumar and Jessica
		  Hodgins and Irfan Essa},
  doi		= {10.1016/j.cviu.2013.09.006},
  issn		= {1077-3142},
  journal	= {{Computer Vision and Image Understanding}},
  number	= {0},
  pages		= {-},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Hamid-VFTSCUMSC.pdf},
  title		= {A Visualization Framework for Team Sports Captured
		  using Multiple Static Cameras},
  url		= {http://raffayhamid.com/sports_viz.shtml},
  video		= {http://www.youtube.com/watch?v=VwzAMi9pUDQ},
  year		= {2013},
  bdsk-url-3	= {http://raffayhamid.com/sports_viz.shtml}
}

@InProceedings{	  2012-Kim-BSMHE,
  author	= {Seungyeon Kim and Fuxin Li and Guy Lebanon and
		  Irfan A. Essa},
  booktitle	= {Proceedings of AI STATS},
  pdf		= {http://arxiv.org/pdf/1202.1568v1},
  title		= {Beyond Sentiment: The Manifold of Human Emotions},
  year		= {2013}
}

@InProceedings{	  2013-Grundmann-PARSV,
  author	= {Matthias Grundmann and Chris McClanahan and Sing
		  Bing Kang and Irfan Essa},
  booktitle	= {{Proceedings of IEEE International Conference on
		  Computational Photography (ICCP)}},
  doi		= {10.1109/ICCPhot.2013.6528307},
  month		= {April},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Grundmann-PARSV.pdf},
  title		= {Post-processing Approach for Radiometric
		  Self-Calibration of Video},
  url		= {http://www.cc.gatech.edu/cpl/projects/radiometric},
  video		= {http://www.youtube.com/watch?v=sC942ZB4WuM},
  year		= {2013}
}

@InProceedings{	  2013-Rehg-DCSB,
  author	= {James M. Rehg and Gregory D. Abowd and Agata Rozga
		  and Mario Romero and Mark A. Clements and Stan
		  Sclaroff and Irfan Essa and Opal Y. Ousley and Yin
		  Li and Chanho Kim and Hrishikesh Rao and Jonathan C.
		  Kim and Liliana Lo Presti and Jianming Zhang and
		  Denis Lantsman and Jonathan Bidwell and Zhefan Ye},
  booktitle	= {{Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)}},
  doi		= {10.1109/CVPR.2013.438},
  month		= {June},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.cc.gatech.edu/~rehg/Papers/Rehg_CVPR13.pdf},
  title		= {Decoding Children's Social Behavior},
  url		= {http://www.cbi.gatech.edu/mmdb/},
  year		= {2013}
}

@InProceedings{	  2013-Raza-GCFV,
  author	= {Syed Hussain Raza and Matthias Grundmann and Irfan
		  Essa},
  booktitle	= {{Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)}},
  doi		= {10.1109/CVPR.2013.396},
  month		= {June},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Raza-GCFV.pdf},
  title		= {Geoemetric Context from Video},
  url		= {http://www.cc.gatech.edu/cpl/projects/videogeometriccontext/},
  video		= {http://www.youtube.com/watch?v=EXPmgKHPJ64},
  year		= {2013},
  bdsk-url-3	= {http://dx.doi.org/10.1109/CVPR.2013.396}
}

@InProceedings{	  2013-Bettadapura-ABDDTSIAR,
  arxiv		= {http://arxiv.org/abs/1510.02071},
  author	= {Vinay Bettadapura and Grant Schindler and Thomas
		  Ploetz and Irfan Essa},
  booktitle	= {{Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)}},
  doi		= {10.1109/CVPR.2013.338},
  month		= {June},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2013-Bettadapura-ABDDTSIAR.pdf},
  title		= {Augmenting Bag-of-Words: Data-Driven Discovery of
		  Temporal and Structural Information for Activity
		  Recognition},
  url		= {http://www.cc.gatech.edu/cpl/projects/abow/},
  year		= {2013}
}

@InProceedings{	  2012-Dantam-LTHATR,
  author	= {N. Dantam and I. Essa and M. Stilman},
  booktitle	= {Proceedings of Intelligent Robots and Systems
		  (IROS)},
  doi		= {10.1109/IROS.2012.6385749},
  pdf		= {http://www.cc.gatech.edu/~ndantam3/papers/dantam2012assembly.pdf},
  title		= {Linguistic Transfer of Human Assembly Tasks to
		  Robots},
  year		= {2012}
}

@InProceedings{	  2012-Hartmann-WSLOSFWV,
  author	= {Glenn Hartmann and Matthias Grundmann and Judy
		  Hoffman and David Tsai and Vivek Kwatra and Omid
		  Madani and Sudheendra Vijayanarasimhan and Irfan
		  Essa and James Rehg and Rahul Sukthankar},
  booktitle	= {Proceedings of ECCV 2012 Workshop on Web-scale
		  Vision and Social Media},
  doi		= {10.1007/978-3-642-33863-2_20},
  pdf		= {http://www.cs.cmu.edu/~rahuls/pub/eccv2012wk-cp-rahuls.pdf},
  title		= {Weakly Supervised Learning of Object Segmentations
		  from Web-Scale Videos},
  year		= {2012}
}

@InProceedings{	  2012-Thomaz-RWAHTIS,
  author	= {Edison Thomaz and Vinay Bettadapura and Gabriel
		  Reyes and Megha Sandesh and Grant Schindler and
		  Thomas Ploetz and Gregory D. Abowd and Irfan Essa},
  booktitle	= {Proceedings of ACM International Conference on
		  Ubiquitous Computing (UBICOMP)},
  doi		= {10.1145/2370216.2370230},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2012-Thomaz-RWAHTIS.pdf},
  title		= {Recognizing Water-Based Activities in the Home
		  Through Infrastructure-Mediated Sensing},
  url		= {http://www.ethomaz.com/2012/09/05/activity-rec-ims-ubicomp-2012/},
  year		= {2012},
  bdsk-url-3	= {http://dx.doi.org/10.1145/2370216.2370230}
}

@InProceedings{	  2012-Wang-OASUMC,
  author	= {Jing Wang and Grant Schindler and Irfan Essa},
  booktitle	= {Proceedings of ACM International Conference on
		  Ubiquitous Computing (UBICOMP)},
  doi		= {10.1145/2370216.2370258},
  month		= {September},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2012-Wang-OASUMC.pdf},
  title		= {Orientation Aware Scene Understanding for Mobile
		  Camera},
  url		= {http://www.cc.gatech.edu/cpl/projects/orientation-aware/},
  year		= {2012}
}

@InProceedings{	  2012-Grundmann-CRSR,
  author	= {Matthias Grundmann and Vivek Kwatra and Daniel
		  Castro and Irfan Essa},
  awards	= {(Best Paper Award)},
  blog		= {http://prof.irfanessa.com/2012/04/28/paper-iccp12/},
  booktitle	= {Proceedings of IEEE Conference on Computational
		  Photography (ICCP)},
  doi		= {10.1109/ICCPhot.2012.6215213},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2012-Grundmann-CRSR.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Calibration-Free Rolling Shutter Removal},
  url		= {http://www.cc.gatech.edu/cpl/projects/rollingshutter/},
  video		= {http://www.youtube.com/watch?v=_Pr_fpbAok8},
  year		= {2012}
}

@InProceedings{	  2012-Kim-DRIDSWCM,
  author	= {Kihwan Kim and Dongreyol Lee and Irfan Essa},
  blog		= {http://prof.irfanessa.com/2012/04/09/paper-cvpr2012/},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {10.1109/CVPR.2012.6247809},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2012-Kim-DRIDSWCM.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Detecting Regions of Interest in Dynamic Scenes
		  with Camera Motions},
  url		= {http://www.cc.gatech.edu/cpl/projects/roi/},
  video		= {http://www.youtube.com/watch?v=19BMwDMCSp8},
  year		= {2012}
}

@InProceedings{	  2002-Schodl-CAVS,
  address	= {San Antonio, TX, USA},
  author	= {A. Sch{\"o}dl and I. Essa},
  booktitle	= {Proceedings of ACM/Eurographics Symposium on
		  Computer Animation (SCA)},
  organization	= {ACM SIGGRAPH},
  publisher	= {ACM Press},
  title		= {Controlled Animation of Video Sprites},
  year		= {2002}
}

@InProceedings{	  2000-Schodl-MLVR,
  author	= {A. Sch{\"o}dl and I. Essa},
  booktitle	= {Proceedings of Conference on Advances in Neural
		  Information Processing Systems (NIPS)},
  djvu		= {http://nips.djvuzone.org/djvu/nips04/0209.djvu},
  pages		= {1002-1008},
  title		= {Machine Learning for Video-Based Rendering.},
  year		= {2000}
}

@InCollection{	  2011-Sarin-3VORUAMCNPESSE,
  author	= {E. L. Sarin and K. Kim and I. Essa and W. A.
		  Cooper},
  blog		= {http://prof.irfanessa.com/2011/02/02/sts-2011/},
  booktitle	= {Proceedings of Society of Thoracic Surgeons Annual
		  Meeting},
  month		= {January},
  publisher	= {Society of Thoracic Surgeons},
  title		= {3-Dimensional Visualization of the Operating Room
		  Using Advanced Motion Capture: A Novel Paradigm to
		  Expand Simulation-Based Surgical Education},
  type		= {Poster and Video Presentation},
  year		= {2011}
}

@Article{	  2011-Kim-AAEMWDIFV,
  author	= {K. Kim and S. Oh and J. Lee and I. Essa},
  blog		= {http://prof.irfanessa.com/2011/02/02/vr-2011/},
  doi		= {10.1007/s10055-010-0186-2},
  journal	= {Journal of Virtual Reality, Special Issue on
		  Augmented Reality},
  number	= {2-3},
  pages		= {1359-4338},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2011-Kim-AAEMWDIFV.pdf},
  title		= {Augmenting aerial earth maps with dynamic
		  information from videos},
  url		= {http://www.cc.gatech.edu/cpl/projects/augearth},
  video		= {http://www.youtube.com/watch?v=TPk88soc2qw},
  volume	= {15},
  year		= {2011}
}

@InProceedings{	  2011-Thomaz-ITLADLAML,
  author	= {E. Thomaz and T. Pl{\"o}tz and I. Essa and G.
		  Abowd},
  booktitle	= {Proceedings of Workshop on Interactive Systems in
		  Healthcare},
  month		= {November},
  title		= {Interactive Techniques for Labeling Activities Of
		  Daily Living to Assist Machine Learning},
  url		= {https://wish2011.wordpress.com/accepted-papers/},
  year		= {2011}
}

@InProceedings{	  2011-Kim-GPRFAMT,
  author	= {K. Kim and D. Lee and I. Essa},
  blog		= {http://prof.irfanessa.com/2011/10/28/gprf-iccv2011/},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  month		= {November},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2011-Kim-GPRFAMT.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Gaussian Process Regression Flow for Analysis of
		  Motion Trajectories},
  url		= {http://www.cc.gatech.edu/cpl/projects/gprf/},
  video		= {http://www.youtube.com/watch?v=UtLr37hDQz0},
  year		= {2011}
}

@InProceedings{	  2011-Grundmann-AVSWROCP,
  author	= {M. Grundmann and V. Kwatra and I. Essa},
  blog		= {http://prof.irfanessa.com/2011/06/19/videostabilization/},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  demo		= {http://www.youtube.com/watch?v=0MiY-PNy-GU},
  doi		= {10.1109/CVPR.2011.5995525},
  month		= {June},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2011-Grundmann-AVSWROCP.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Auto-Directed Video Stabilization with Robust L1
		  Optimal Camera Paths},
  url		= {http://www.cc.gatech.edu/cpl/projects/videostabilization/},
  video		= {http://www.youtube.com/watch?v=i5keG1Y810U},
  year		= {2011}
}

@InProceedings{	  2010-Diakopoulos-MVCVQE,
  author	= {N. Diakopoulos and I. Essa},
  booktitle	= {WWW Workshop on Information Credibility on the Web
		  (WICOW)},
  doi		= {10.1145/1772938.1772953},
  month		= {April},
  pdf		= {http://www-static.cc.gatech.edu/~irfan/pubs/papers/2010-Diakopoulos-MVCVQE.pdf},
  title		= {Modulating Video Credibility via Visualization of
		  Quality Evaluations},
  year		= {2010}
}

@InProceedings{	  2010-Hamid-PLUMSCSV,
  author	= {R. Hamid and R. Kumar and M. Grundmann and K. Kim
		  and I. Essa and J. Hodgins},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {10.1109/CVPR.2010.5540142},
  month		= {June},
  organization	= {IEEE Computer Society},
  pdf		= {http://www.raffayhamid.com/hamid_cvpr2010.pdf},
  publisher	= {IEEE Computer Society Press},
  title		= {Player Localization Using Multiple Static Cameras
		  for Sports Visualization},
  url		= {http://www.raffayhamid.com/sports_viz.shtml},
  video		= {http://www.youtube.com/watch?v=VwzAMi9pUDQ},
  year		= {2010}
}

@InProceedings{	  2010-Grundmann-EHGVS,
  author	= {M. Grundmann and V. Kwatra and M. Han and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {10.1109/CVPR.2010.5539893},
  month		= {June},
  pdf		= {http://www.cc.gatech.edu/cpl/projects/videosegmentation/cvpr2010_videosegmentation.pdf},
  title		= {Efficient Hierarchical Graph-Based Video
		  Segmentation},
  url		= {http://www.cc.gatech.edu/cpl/projects/videosegmentation/},
  year		= {2010}
}

@InProceedings{	  2010-Grundmann-DSVR,
  author	= {M. Grundmann and V. Kwatra and M. Han and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {10.1109/CVPR.2010.5540165},
  month		= {June},
  pdf		= {http://www.cc.gatech.edu/cpl/projects/videoretargeting/cvpr2010_videoretargeting.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Discontinuous Seam-Carving for Video Retargeting},
  url		= {http://www.cc.gatech.edu/cpl/projects/videoretargeting/},
  year		= {2010}
}

@InProceedings{	  2010-Kim-MFPPEDSS,
  author	= {K. Kim and M. Grundmann and A. Shamir and I.
		  Matthews and J. Hodgins and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {10.1109/CVPR.2010.5540128},
  month		= {June},
  pdf		= {http://www.cc.gatech.edu/cpl/projects/playevolution/cvpr2010-pe.pdf},
  title		= {Motion Field to Predict Play Evolution in Dynamic
		  Sport Scenes},
  video		= {http://www.youtube.com/watch?v=jrksnCR1S0s},
  year		= {2010}
}

@Article{	  2009-Rusu-HARUGPFHAS,
  author	= {R.B. Rusu and J. Bandouch and F. Meier and I. Essa
		  and M. Beetz},
  doi		= {10.1163/016918609X12518783330243},
  journal	= {Advanced Robotics},
  number	= {14},
  pages		= {1873-1908},
  title		= {Human Action Recognition Using Global Point Feature
		  Histograms and Action Shapes},
  url		= {http://www.ingentaconnect.com/content/vsp/arb/2009/00000023/00000014/art00004},
  volume	= {23},
  year		= {2009}
}

@InProceedings{	  2009-Kim-AAEMWDI,
  author	= {K. Kim and S. Oh and J. Lee and I. Essa},
  blog		= {http://prof.irfanessa.com/2009/10/20/augearth-ismar2009/},
  booktitle	= {Proceedings of IEEE International Symposium on
		  Mixed and Augmented Reality (ISMAR)},
  doi		= {10.1109/ISMAR.2009.5336505},
  month		= {October},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2009-Kim-AAEMWDI.pdf},
  title		= {Augmenting Aerial Earth Maps with Dynamic
		  Information},
  url		= {http://www.cc.gatech.edu/cpl/projects/augearth/},
  video		= {http://www.youtube.com/watch?v=TPk88soc2qw},
  year		= {2009}
}

@InProceedings{	  2009-Yin-LBUASLUDSFS,
  author	= {P. Yin and T. Starner and H. Hamilton and I. Essa
		  and J. M. Rehg},
  booktitle	= {Proceedings of IEEE International Conference on
		  Acoustics, Speech, and Signal Processing (ICASSP)},
  month		= {April},
  pages		= {4757-4760},
  title		= {Learning Basic Units in American Sign Language
		  using Discriminative Segmental Feature Selection},
  year		= {2009}
}

@InProceedings{	  2009-Flagg-HVT,
  author	= {M. Flagg and A. Nakazawa and Q. Zhang and S. B.
		  Kang and Y. K. Ryu and I. Essa and J. M. Rehg},
  booktitle	= {Proceedings of the ACM Symposium on Interactive 3D
		  Graphics and Games 2009 (I3D '09)},
  month		= {March},
  pages		= {199--206},
  title		= {Human Video Textures},
  year		= {2009}
}

@InProceedings{	  2009-Diakopoulos-VQAOIVBJ,
  author	= {N. Diakopoulos and S. Goldenberg and I. Essa},
  booktitle	= {ACM Conference on Human Factors in Computing
		  Systems (CHI)},
  month		= {April},
  pages		= {799-808},
  title		= {Videolyzer: Quality Analysis of Online
		  Informational Video for Bloggers and Journalists},
  year		= {2009}
}

@Article{	  2009-Kwatra-FSWAB,
  author	= {N. Kwatra and C. Wojtan and M. Carlson and I. Essa
		  and P. Mucha and Greg Turk},
  journal	= {IEEE Transactions on Visualization and Computer
		  Graphics},
  month		= {June},
  title		= {Fluid Simulation with Articulated Bodies},
  year		= {2009}
}

@Article{	  2009-Hamid-NSRUAHA,
  author	= {R. Hamid and S. Maddi and A. Johnson and A. Bobick
		  and I. Essa and C. Isbell},
  journal	= {Artificial Intelligence Journal},
  month		= {May},
  title		= {A Novel Sequence Representation for Unsupervised
		  Analysis of Human Activities},
  year		= {2009}
}

@InProceedings{	  2008-Grundmann-SCDTAR,
  author	= {M. Grundmann and F. Meier and I. Essa},
  booktitle	= {Proceedings of International Conference on Pattern
		  Recognition (ICPR)},
  month		= {December},
  pages		= {1-4},
  title		= {3D Shape Context and Distance Transform for Action
		  Recognition},
  year		= {2008}
}

@InProceedings{	  2008-Kim-LRUSU,
  author	= {K. Kim and J. Summet and T. Starner and D. Ashbrook
		  and M. Kapade and I. Essa},
  booktitle	= {Proceedings of IEEE International Symposium on
		  Wearable Computers (ISWC)},
  month		= {September},
  pages		= {11--14},
  publisher	= {IEEE Computer Society},
  title		= {Localization and 3D Reconstruction of Urban Scenes
		  Using GPS},
  year		= {2008}
}

@InProceedings{	  2008-Diakopoulos-AMMSIQOV,
  author	= {N. Diakopoulos and I. Essa},
  booktitle	= {Proceedings of International Conference on the
		  Pragmatic Web 2008},
  month		= {September},
  pages		= {31-34},
  title		= {An Annotation Model for Making Sense of Information
		  Quality in Online Videos},
  year		= {2008}
}

@InProceedings{	  2008-Diakopoulos-APPTTSTWPG,
  author	= {N. Diakopoulos and K. Luther and I. Essa},
  booktitle	= {Proceedings of ACM International Conference on
		  Multimedia (ACM-MM)},
  month		= {October},
  title		= {Audio Puzzler: Piecing Together Time-Stamped Speech
		  Transcripts with a Puzzle Game},
  year		= {2008}
}

@InProceedings{	  2008-Yin-DFSHMMUSB,
  address	= {Las Vegas, Nevada, USA},
  author	= {P. Yin and I. Essa and T. Starner and J. M. Rehg},
  booktitle	= {Proceedings of IEEE International Conference on
		  Acoustics, Speech, and Signal Processing (ICASSP)},
  month		= {March},
  title		= {Discriminative Feature Selection for Hidden Markov
		  Models Using Segmental Boosting},
  year		= {2008}
}

@InProceedings{	  2007-Diakopoulos-EARS,
  address	= {Manchester, UK},
  author	= {N. Diakopoulos and K. Luther and Y. Medynskiy and
		  I. Essa},
  booktitle	= {Proceedings of ACM Conference on Hypertext and
		  Hypermedia},
  month		= {September},
  publisher	= {ACM Press},
  title		= {The Evolution of Authorship in a Remix Society},
  year		= {2007}
}

@InProceedings{	  2007-Minnen-DSMEAGMPD,
  author	= {D. Minnen and I. Essa and C. Isbell and T.
		  Starner},
  blog		= {http://prof.irfanessa.com/2007/10/28/minnen-icdm2007},
  booktitle	= {Proceedings of IEEE International Conference on
		  Data Mining (ICDM)},
  doi		= {10.1109/ICDM.2007.52},
  month		= {October},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2007-Minnen-DSMEAGMPD.pdf},
  title		= {Detecting Subdimensional Motifs: An Efficient
		  Algorithm for Generalized Multivariate Pattern
		  Discovery},
  year		= {2007}
}

@InProceedings{	  2007-Minnen-DMMUSD,
  author	= {D. Minnen and C. Isbell and I. Essa and T.
		  Starner},
  booktitle	= {Proceedings of AAAI: American Association of
		  Artificial Intelligence Conference},
  month		= {July},
  title		= {Discovering Multivariate Motifs using Subsequence
		  DensityEstimation},
  year		= {2007}
}

@InProceedings{	  2007-Minnen-IADWANE,
  author	= {D. Minnen and T. Starner and I. Essa and C.
		  Isbell},
  booktitle	= {Proceedings of International Joint Conference on
		  Artificial Intelligence (IJCAI)},
  month		= {January},
  title		= {Improving Activity Disocvery with Automatic
		  Neighborhood Estimation},
  year		= {2007}
}

@InProceedings{	  2007-Minnen-DVMMDSUBS,
  author	= {D. Minnen and T. Starner and I. Essa and C.
		  Isbell},
  booktitle	= {Proceedings of International Conference on
		  Knowledge Discovery and Data Mining (KDDM)},
  month		= {August},
  title		= {Discovering Variable-Length Motifs in Multivariate
		  Data Streams using Bayesian Surprise},
  year		= {2007}
}

@InProceedings{	  2007-Padoy-BSMSWA,
  address	= {Brisbane, Australia},
  author	= {N. Padoy and T. Blum and I. Essa and H. Feussner
		  and M. O. Berger and N. Navab},
  booktitle	= {Proceedings of International Conference on Medical
		  Imaging Computing and Computer Assisted
		  Intervention, (MICCAI)},
  doi		= {10.1007/978-3-540-75757-3_13},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2007-Padoy-BSMSWA.pdf},
  publisher	= {Springer Lecture Notes in Computer Science (LNCS)
		  series},
  title		= {A Boosted Segmentation Method for Surgical Workflow
		  Analysis},
  year		= {2007}
}

@InProceedings{	  2007-Yin-TCBVS,
  address	= {Minneapolis, MN, USA},
  author	= {P. Yin and A. Criminisi and J. Winn and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  month		= {June},
  pages		= {pp 1--8},
  publisher	= {IEEE Computer Society},
  title		= {Tree-based Classifiers for Bilayer Video
		  Segmentation},
  year		= {2007}
}

@InProceedings{	  2007-Hamid-SFSUAAUST,
  author	= {R. Hamid and S. Maddi and A. Bobick and I. Essa},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  month		= {October},
  publisher	= {IEEE Computer Society Press},
  title		= {Structure from Statistics - Unsupervised Activity
		  Analysis using Suffix Trees},
  year		= {2007}
}

@InProceedings{	  2007-Parry-IPISSSF,
  address	= {Honolulu, Hawaii},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of IEEE International Conference on
		  Acoustics, Speech, and Signal Processing (ICASSP)},
  month		= {April},
  title		= {Incorporating Phase Information for Source
		  Separation via Spectrogram Factorization},
  year		= {2007}
}

@InProceedings{	  2007-Parry-PNSF,
  address	= {London},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of International Conference on
		  Independent Component Analysis and Blind Signal
		  Separation},
  month		= {September},
  title		= {Phase-Aware Non-negative Spectrogram
		  Factorization},
  year		= {2007}
}

@Article{	  2007-Rogers-DTC,
  author	= {W. Rogers and I. Essa and A. Fisk},
  doi		= {http://dx.doi.org/10.1177%2F106480460701500303},
  journal	= {Ergonomics in Design, Journal of the Human Factors
		  and Ergonomics Society},
  month		= {July},
  number	= {3},
  pages		= {17--23},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2007-Rogers-DTC.pdf},
  title		= {Designing a Technology Coach},
  volume	= {15},
  year		= {2007}
}

@InProceedings{	  2006-Choi-EEMVFC,
  author	= {J. Choi and A. Szymczak and G. Turk and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  pages		= {2245--2252},
  title		= {Element-Free Elastic Models for Volume Fitting and
		  Capture},
  volume	= {2},
  year		= {2006}
}

@InProceedings{	  2006-Shi-LTSMFPLD,
  author	= {Y. Shi and A. Bobick and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  month		= {June},
  pages		= {1631 - 1638},
  publisher	= {IEEE Computer Society},
  title		= {Learning Temporal Sequence Model from Partially
		  Labeled Data},
  year		= {2006}
}

@InProceedings{	  2006-Hamid-UAASUEM,
  author	= {R. Hamid and S. Maddi and A. Bobick and I. Essa},
  booktitle	= {Proceedings of ACM International Workshop on Video
		  Surveillance and Sensor Networks},
  organization	= {ACM},
  title		= {Unsupervised Analysis of Activity Sequences Using
		  Event Motifs},
  year		= {2006}
}

@InProceedings{	  2006-Diakopoulos-VAPDVST,
  author	= {N. Diakopoulos and I. Essa},
  booktitle	= {Proceedings of ACM Symposium on User Interface
		  Software and Technology (UIST)},
  month		= {October},
  title		= {Videotater: An Approach for Pen-Based Digital Video
		  Segmentation and Tagging},
  year		= {2006}
}

@InProceedings{	  2006-Parry-SDURS,
  address	= {Toulouse, France},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of IEEE International Conference on
		  Acoustics, Speech, and Signal Processing (ICASSP)},
  month		= {May},
  pages		= {1093--1096},
  title		= {Source Detection Using Repetitive Structure},
  volume	= {4},
  year		= {2006}
}

@InProceedings{	  2006-Parry-ESPSCA,
  address	= {Charleston, SC},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of International Conference on
		  Independent Component Analysis and Blind Signal
		  Separation},
  month		= {March},
  pages		= {666--673},
  publisher	= {Springer},
  series	= {Lecture Notes in Computer Science (LNCS)},
  title		= {Estimating the Spatial Position of Spectral
		  Components in Audio},
  year		= {2006}
}

@InProceedings{	  2006-Parry-SFUPI,
  address	= {Whistler, Canada},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of Neural Information Processing
		  Systems: Workshop on Advances in Models for Acoustic
		  Processing},
  month		= {December},
  title		= {Spectrogram Factorization Using Phase Information},
  year		= {2006}
}

@InProceedings{	  2006-Kim-IMGVN,
  address	= {Santa Barbara,CA,USA},
  author	= {K. Kim and I. Essa and G. Abowd},
  booktitle	= {Proceedings of ACM International Conference on
		  Multimedia (ACM-MM)},
  month		= {October},
  title		= {Interactive Mosaic Generation for Video
		  Navigation},
  year		= {2006}
}

@InProceedings{	  2006-Minnen-DCAFOSD,
  author	= {D. Minnen and T. Starner and I. Essa and C.
		  Isbell},
  booktitle	= {Proceedings of IEEE International Symposium on
		  Wearable Computers (ISWC)},
  doi		= {http://dx.doi.org/10.1109/ISWC.2006.286337},
  month		= {October},
  organization	= {IEEE Computer Society},
  pages		= {11-18},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2006-Minnen-DCAFOSD.pdf},
  publisher	= {IEEE Computer Society Press},
  title		= {Discovering Characteristic Actions from On-Body
		  Sensor Data},
  year		= {2006}
}

@InProceedings{	  2006-Minnen-ADSMFMTS,
  author	= {D. Minnen and T. Starner and I. Essa and C.
		  Isbell},
  booktitle	= {Proceedings of The Learning Workshop at Snowbird},
  month		= {April},
  read		= {1},
  title		= {Activity Discovery: Sparse Motifs from Multivariate
		  Time Series},
  year		= {2006}
}

@Article{	  2005-Angelov-EWOSACE,
  author	= {Y. Angelov and U. Ramachandran and K. Mackenzie and
		  J. M. Rehg and I. Essa},
  journal	= {Journal of Parallel and Distributed Computing},
  number	= {6},
  pages		= {678-691},
  title		= {Experiences with optimizing two stream-based
		  applications for cluster execution.},
  volume	= {65},
  year		= {2005}
}

@InProceedings{	  2005-Diakopoulos-MPCA,
  address	= {Seattle},
  author	= {N. Diakopoulos and I. Essa},
  booktitle	= {Proceedings of ACM Symposium on User Interface
		  Software and Technology (UIST)},
  month		= {October},
  pages		= {183 - 186},
  title		= {Mediating Photo Collage Authoring},
  year		= {2005}
}

@InProceedings{	  2005-Diakopoulos-SPMA,
  address	= {Singapore},
  author	= {N. Diakopoulos and I. Essa},
  booktitle	= {Proceedings of the Workshop on Multimedia for Human
		  Communication (MHC) at ACM Multimedia},
  month		= {November},
  pages		= {21 - 23},
  title		= {Supporting Personal Media Authoring},
  year		= {2005}
}

@InProceedings{	  2005-Hamid-DCAFE,
  address	= {Edinburgh, SCOTLAND},
  author	= {R. Hamid and S. Maddi and A. Johnson and A. Bobick
		  and I. Essa and C. Isbell},
  booktitle	= {Proceedings of Conference on Uncertainty in
		  Artificial Intelligence (UAI)},
  month		= {July},
  pages		= {251-258},
  title		= {Discovery and Characterization of Activities from
		  Event-Streams},
  year		= {2005}
}

@InProceedings{	  2005-Hamid-UADCFE,
  address	= {Snowbird, Utah},
  author	= {R. Hamid and S. Maddi and A. Johnson and A. Bobick
		  and I. Essa and C. Isbell.},
  booktitle	= {Proceedings of The Learning Workshop at Snowbird},
  title		= {Unsupervised Activity Discovery and
		  Characterization From Event-Streams},
  year		= {2005}
}

@InProceedings{	  2005-Huang-TMOTO,
  address	= {San Diego, CA, USA},
  author	= {Y. Huang and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  month		= {June},
  pages		= {1051--1058},
  publisher	= {IEEE Computer Society},
  title		= {Tracking Multiple Objects Through Occlusions},
  year		= {2005}
}

@InProceedings{	  2005-Parry-BSSURS,
  address	= {Madrid},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of International Conference on Digital
		  Audio Effects},
  month		= {September},
  pages		= {143--148},
  title		= {Blind Source Separation Using Repetitive
		  Structure},
  year		= {2005}
}

@Article{	  2005-Kwatra-TOES,
  author	= {V. Kwatra and I. Essa and A. Bobick and N. Kwatra},
  journal	= {ACM SIGGRAPH Proceedings of Annual Conference on
		  Computer graphics and interactive techniques},
  month		= {August},
  number	= {3},
  pages		= {795--802},
  title		= {Texture Optimization for Example-based Synthesis},
  volume	= {24},
  year		= {2005}
}

@InProceedings{	  2005-Kim-VNEIM,
  author	= {B. Kim and I. Essa},
  booktitle	= {Proceedings of Computer Graphics International
		  (CGI)},
  pages		= {32 - 35},
  publisher	= {IEEE Computer Society Press},
  title		= {Video-based nonphotorealistic and expressive
		  illustration of motion},
  year		= {2005}
}

@InProceedings{	  2004-Diakopoulos-CBIS,
  author	= {N. Diakopoulos and I. Essa and R. Jain},
  booktitle	= {Proceedings of Conference on Content-Based Image
		  and Video Retrieval (CIVR)},
  pages		= {299-307},
  title		= {Content Based Image Synthesis.},
  year		= {2004}
}

@InProceedings{	  2004-Shi-PNRPOSA,
  address	= {Washington, DC},
  author	= {Y. Shi and Y. Huang and D. Minnen and A. Bobick and
		  I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  pages		= {862-869},
  publisher	= {IEEE Computer Society},
  title		= {Propagation Networks for recognition of partially
		  ordered sequential action},
  year		= {2004}
}

@InProceedings{	  2004-Yin-ABSR,
  address	= {Washington DC, USA},
  author	= {P. Yin and I. Essa and J. M. Rehg},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  month		= {June},
  pages		= {pp II755-761},
  publisher	= {IEEE Computer Society},
  title		= {Asymmetrically Boosted HMM for Speech Reading},
  year		= {2004}
}

@InProceedings{	  2004-Brostow-NSRAC,
  author	= {G. J. Brostow and I. Essa and D. Steedly and V.
		  Kwatra},
  booktitle	= {Proceedings of European Conference on Computer
		  Vision (ECCV)},
  pages		= {Vol III: 66-78},
  title		= {Novel Skeletal Representation For Articulated
		  Creatures},
  year		= {2004}
}

@InProceedings{	  2004-Covington-PA,
  author	= {M. J. Covington and M. Ahamad and I. Essa and H.
		  Venkateswaran},
  booktitle	= {Proceedings of European Symposium on Research in
		  Computer Security (ESORICS)},
  pages		= {276--292},
  title		= {Parameterized Authentication.},
  year		= {2004}
}

@InProceedings{	  2004-Hays-IVBPA,
  address	= {New York, NY, USA},
  author	= {J. Hays and I. Essa},
  booktitle	= {Proceedings of ACM Conference on Non-photorealistic
		  animation and rendering (NPAR)},
  pages		= {113--120},
  publisher	= {ACM Press},
  title		= {Image and video based painterly animation},
  year		= {2004}
}

@InProceedings{	  2004-Parry-FWS,
  address	= {Barcelona},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of International Conference on Music
		  Information Retrieval},
  month		= {October},
  pages		= {116--119},
  title		= {Feature Weighting for Segmentation},
  year		= {2004}
}

@InProceedings{	  2003-Steedly-SPSFM,
  address	= {Nice, France},
  author	= {D. Steedly and I. Essa and F. Dellaert},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  pages		= {996--1003},
  publisher	= {IEEE Computer Society},
  title		= {Spectral Partitioning for Structure from Motion},
  year		= {2003}
}

@InProceedings{	  2003-Xu-MHPASBSS,
  address	= {Dallas, Texas, USA},
  author	= {J. Xu and R. Lipton and I. Essa and M. Sung and Y.
		  Zhu},
  booktitle	= {Proceedings of International Conference on Computer
		  Communications and Networks},
  title		= {Mandatory Human Participation: A New Authentication
		  Scheme for Building Secure Systems},
  year		= {2003}
}

@InProceedings{	  2003-Yin-BASR,
  address	= {Nice, France},
  author	= {P. Yin and I. Essa and J. M. Rehg},
  booktitle	= {Proceedings of International Workshop on Analysis
		  and Modeling of Faces and Gestures (AMFG)},
  month		= {October},
  pages		= {68--73},
  series	= {held in conjunction with IEEE ICCV 2003},
  title		= {Boosted Audio-Visual HMM for Speech Reading},
  year		= {2003}
}

@InProceedings{	  2003-Yin-BASR-asilomar,
  address	= {Asilomar, CA, USA},
  author	= {P. Yin and I. Essa and J. M. Rehg},
  booktitle	= {Proceedings of Asilomar Conference on Signals,
		  Systems, and Computers},
  month		= {November},
  pages		= {2013-2018},
  title		= {Boosted Audio-Visual HMM for Speech Reading},
  year		= {2003}
}

@InProceedings{	  2003-Hamid-AARUGM,
  address	= {Madison, WI},
  author	= {R. Hamid and Y. Huang and I. Essa},
  booktitle	= {Proceedings of IEEE Workshop on Event Mining, Event
		  Detection, and Recognition in Video},
  pages		= {38--44},
  publisher	= {IEEE Computer Society},
  title		= {ARGMode - Activity Recognition using Graphical
		  Models},
  volume	= {4},
  year		= {2003}
}

@InProceedings{	  2003-Haro-EBST,
  address	= {Munich, Germany},
  author	= {A. Haro and I. Essa},
  booktitle	= {Proceedings of Conference on Vision, Modeling, and
		  Visualization},
  editor	= {T Ertl. and B. Girod and G. Greiner and H. Niemann
		  and H.-P. Seidel and E. Steinbach and R.
		  Westermann},
  organization	= {Computer Graphics \& Visualization Group and the
		  Media Technology Group of Technische Universitat
		  Munchen},
  pages		= {95--101},
  publisher	= {Akademische Verlagsgesellschaft Aka GmbH, Berlin},
  title		= {Exemplar Based Surface Texture},
  year		= {2003}
}

@InProceedings{	  2003-Ruddarraju-FMCHPT,
  address	= {Halifax, Canada},
  author	= {R. Ruddarraju and A. Haro and I. Essa},
  booktitle	= {Proceedings of International Conference on Vision
		  Interface (VI)},
  title		= {Fast Multiple Camera Head Pose Tracking},
  year		= {2003}
}

@InProceedings{	  2003-Ruddarraju-PUIUVT,
  address	= {Vancouver, Canada},
  author	= {R. Ruddarraju and A. Haro and K. Nagel and Q. Tran
		  and I. Essa and G. Abowd and E. Mynatt},
  booktitle	= {Proceedings of International Conference on
		  Multimodal Interfaces (ICMI)},
  title		= {Perceptual User Interfaces using Vision-Based Eye
		  Tracking},
  year		= {2003}
}

@InProceedings{	  2003-Parry-RSTE,
  address	= {Baltimore, MD},
  author	= {R. M. Parry and I. Essa},
  booktitle	= {Proceedings of International Conference on Music
		  Information Retrieval},
  month		= {October},
  pages		= {251--252},
  title		= {Rhythmic Similarity through Elaboration},
  year		= {2003}
}

@Article{	  2003-Kwatra-GTIVSUGC,
  author	= {V. Kwatra and A. Sch{\"o}dl and I. Essa and G. Turk
		  and A. Bobick},
  journal	= {ACM SIGGRAPH Proceedings of Annual Conference on
		  Computer graphics and interactive techniques},
  month		= {July},
  number	= {3},
  pages		= {277--286},
  title		= {Graphcut Textures: Image and Video Synthesis Using
		  Graph Cuts},
  volume	= {22},
  year		= {2003}
}

@InProceedings{	  2003-Minnen-EGLHEAR,
  author	= {D. Minnen and I. Essa and T. Starner},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  month		= {June},
  pages		= {626-632},
  title		= {Expectation Grammars: Leveraging High-Level
		  Expectations for Activity Recognition},
  year		= {2003}
}

@InProceedings{	  2002-Abowd-AHDTSA,
  address	= {Edmonton, Alberta, Canada},
  author	= {G. Abowd and A. Bobick and I. Essa and E. Mynatt
		  and W. Rogers},
  booktitle	= {Proceedings of AAAI Workshop on Automation as a
		  Care Giver},
  organization	= {AAAI},
  series	= {Held in conjunction with American Association of
		  Artificial Intelligence (AAAI) Conference 2002},
  title		= {The Aware Home: Developing Technologies for
		  Successful Aging},
  year		= {2002}
}

@InProceedings{	  2002-Essa-BAHTL,
  address	= {Kyoto, Japan},
  author	= {I. Essa and G. Abowd and A. Bobick and E. Mynatt
		  and W. Rogers},
  booktitle	= {Proceedings of First International Workshop on
		  Man-Machine Symbiosis},
  title		= {Building and Aware Home: Technologies for the way
		  we may live},
  year		= {2002}
}

@InProceedings{	  2002-Haro-LVPE,
  address	= {Quebec, Canada},
  author	= {A. Haro and I. Essa},
  booktitle	= {Proceedings of International Conference on Pattern
		  Recognition (ICPR)},
  editor	= {R. Kasturi and D. Laurendeau and C. Suen},
  organization	= {CIPPRS and IAPR and IEEE},
  pages		= {487--491},
  title		= {Learning Video Processing by Example},
  volume	= {1},
  year		= {2002}
}

@InProceedings{	  2002-Moore-RMAFVURMAFVUSCG,
  address	= {Edmonton, Alberta, Canada},
  author	= {D. Moore and I. Essa},
  booktitle	= {Proceedings of AAAI: American Association of
		  Artificial Intelligence Conference},
  organization	= {AAAI},
  title		= {Recognizing Multitasked Activities from Video using
		  Recognizing Multitasked Activities from Video using
		  Stochastic Context-Free Grammar},
  year		= {2002}
}

@InProceedings{	  2001-Steedly-PIINLSFM,
  address	= {Vancouver, Canada},
  author	= {D. Steedly and I. Essa},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  pages		= {223--229},
  title		= {Propagation of Innovative Information in
		  {Non-Linear} {Least-Squares} Structure from Motion},
  volume	= {2},
  year		= {2001}
}

@InProceedings{	  2001-Stillman-TRMSAE,
  author	= {S. Stillman and I. Essa},
  booktitle	= {Proceedings of Workshop on Perceptual User
		  Interfaces (PUI)},
  publisher	= {ACM Press},
  title		= {Towards Reliable Multimodal Sensing in Aware
		  Environments},
  year		= {2001}
}

@InProceedings{	  2001-Brostow-IMBSMA,
  author	= {G. J. Brostow and I. Essa},
  booktitle	= {ACM SIGGRAPH Proceedings of Annual Conference on
		  Computer graphics and interactive techniques},
  editor	= {Eugene Fiume},
  organization	= {ACM},
  pages		= {561--566},
  publisher	= {ACM Press / ACM SIGGRAPH},
  series	= {Computer Graphics Proceedings, Annual Conference
		  Series},
  title		= {Image-Based Motion Blur for Stop Motion Animation},
  year		= {2001}
}

@InProceedings{	  2001-Haro-RPPBRFSHSS,
  address	= {London, England},
  author	= {A. Haro and B. Guenter and I. Essa},
  booktitle	= {Proceedings of Eurographics Workshop on Rendering
		  (ESR)},
  editor	= {S. Gortler and K. Myszkowski},
  organization	= {Eurographics},
  pages		= {53--62},
  title		= {Real-time, Photo-realistic, Physically Based
		  Rendering of Fine Scale Human Skin Structure},
  year		= {2001}
}

@InProceedings{	  2001-Schodl-DLFO,
  address	= {Kauai, HAWAI, US},
  author	= {A. Sch{\"o}dl and I. Essa},
  blog		= {http://prof.irfanessa.com/2001/12/10/2001-schodl-dlfo/},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  doi		= {http://dx.doi.org/10.1109/CVPR.2001.990534},
  organization	= {IEEE Computer Society},
  pages		= {639 - 644},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/2001-Schodl-DLFO.pdf},
  publisher	= {IEEE Computer Society Press},
  title		= {Depth layers from occlusions},
  url		= {http://www.cc.gatech.edu/cpl/projects/depthfromocclusion/},
  volume	= {1},
  year		= {2001}
}

@InProceedings{	  2001-Reveret-VTCSRFA,
  author	= {L. Reveret and I. Essa},
  booktitle	= {Proceedings of IEEE Workshop on Cues in
		  Communication},
  month		= {December},
  publisher	= {IEEE Computer Society},
  title		= {Visual Tracking and Coding of Speech Related Facial
		  Actions},
  year		= {2001}
}

@InProceedings{	  2000-Mynatt-IOAP,
  author	= {E. Mynatt and I. Essa and W. Rogers},
  booktitle	= {Proceedings of ACM Conference on Universal
		  Usability (CUU)},
  month		= {November},
  title		= {Increasing the Opportunities for Aging in Place},
  year		= {2000}
}

@InProceedings{	  2000-Schodl-VT,
  address	= {New York, NY, USA},
  author	= {A. Sch{\"o}dl and R. Szeliski and D. H. Salesin and
		  I. Essa},
  booktitle	= {ACM SIGGRAPH Proceedings of Annual Conference on
		  Computer graphics and interactive techniques},
  pages		= {489--498},
  publisher	= {ACM Press/Addison-Wesley Publishing Co.},
  title		= {Video textures},
  year		= {2000}
}

@InProceedings{	  2000-Abowd-LLFCEGGIT,
  address	= {New York, NY, USA},
  author	= {G. Abowd and C. Atkeson and A. Bobick and I. Essa
		  and B. MacIntyre and E. Mynatt and T. Starner},
  booktitle	= {Proceedings of ACM CHI Conference on Human factors
		  in Computing Systems},
  pages		= {215--216},
  publisher	= {ACM Press},
  title		= {Living laboratories: the future computing
		  environments group at the Georgia Institute of
		  Technology},
  year		= {2000}
}

@Article{	  2000-Essa-USSAE,
  author	= {I. Essa},
  journal	= {IEEE Personal Communications},
  month		= {October},
  title		= {Ubiquitous sensing for smart and aware
		  environments},
  year		= {2000}
}

@InProceedings{	  2000-Essa-CDVSE,
  author	= {I. Essa and G. J. Brostow},
  booktitle	= {Proceedings of IEEE CS Workshop on Undergraduate
		  Education and Image Computation},
  month		= {June},
  title		= {A Course on Digital Video Special Effects},
  year		= {2000}
}

@InProceedings{	  2000-Haro-NCVSRT,
  author	= {A. Haro and I. Essa and M. Flickner},
  booktitle	= {Proceedings of ACM CHI Conference on Human factors
		  in Computing Systems},
  editor	= {G. Szwillus and T. Turner},
  organization	= {ACM},
  pages		= {167--168},
  publisher	= {ACM press},
  title		= {A Non-Invasive Computer Vision System For Reliable
		  Eye Tracking},
  year		= {2000}
}

@InProceedings{	  2000-Haro-DTEUTPPDA,
  address	= {Hilton Head Island, SC, USA},
  author	= {A. Haro and M. Flickner and I. Essa},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  editor	= {J. Ponce and J. Malik and D. Kriegman and D.
		  Forsyth},
  organization	= {IEEE},
  pages		= {163--168},
  publisher	= {IEEE},
  title		= {Detecting and Tracking Eyes By Using Their
		  Physiological Properties, Dynamics, and Appearance},
  volume	= {1},
  year		= {2000}
}

@TechReport{	  1999-Tunawongsuwan-RTPMRA,
  author	= {R. Tunawongsuwan and A. Stoychev and I. Essa},
  institution	= {Georgia Institute of Technology, GVU Center},
  number	= {99-19},
  title		= {Robust Tracking of People by a Mobile Robotic
		  Agent},
  year		= {1999}
}

@InProceedings{	  1999-Stillman-STRMPWMC,
  address	= {Washington, DC, USA},
  author	= {S. Stillman and R. Tanawongsuwan and I. Essa},
  booktitle	= {Proceedings of Audio and Vision-based Person
		  Authentication (AVBPA)},
  month		= {March},
  title		= {A system for tracking and recognizing multiple
		  people with multiple cameras},
  year		= {1999}
}

@InProceedings{	  1999-Schodl-APMHT,
  author	= {A. Sch{\"o}dl and K. Schwan and I. Essa},
  booktitle	= {Proceedings of International Conference on Parallel
		  and Distributed Processing Techniques and
		  Applications (PDPTA)},
  pages		= {1571-1577},
  title		= {Adaptive Parallelization of Model-Based Head
		  Tracking.},
  year		= {1999}
}

@InProceedings{	  1999-Brostow-MBDV,
  author	= {G. J. Brostow and I. Essa},
  blog		= {http://prof.irfanessa.com/1999/09/10/1999-brostow-mbdv/},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  doi		= {http://dx.doi.org/10.1109/ICCV.1999.791190},
  pages		= {8--13},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/1999-Brostow-MBDV.pdf},
  publisher	= {IEEE Computer Society},
  title		= {Motion Based Decompositing of Video},
  url		= {http://www.cc.gatech.edu/cpl/projects/layering/},
  volume	= {1},
  year		= {1999}
}

@Article{	  1999-Essa-CSP,
  author	= {I. Essa},
  journal	= {AI Magazine},
  month		= {Summer},
  number	= {1},
  pages		= {69--82},
  title		= {Computers Seeing People},
  volume	= {20},
  year		= {1999}
}

@InProceedings{	  1999-Moore-EHAOCRT,
  address	= {Corfu, Greece},
  author	= {D. Moore and I. Essa and M. Hayes},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  organization	= {IEEE Computer Society},
  pages		= {80--86},
  title		= {Exploiting Human Actions and Object Context for
		  Recognition Tasks},
  year		= {1999}
}

@InProceedings{	  1999-Moore-CMHAR,
  address	= {Washington, DC, USA},
  author	= {D. Moore and I. Essa and M. Hayes},
  booktitle	= {Proceedings of Audio and Vision-based Person
		  Authentication (AVBPA)},
  title		= {Context Management for Human Activity Recognition},
  year		= {1999}
}

@InProceedings{	  1999-Kidd-AHLLUCR,
  author	= {C. Kidd and R. Orr and G. Abowd and C. Atkeson and
		  I. Essa and B. MacIntyre and E. Mynatt and T.
		  Starner and W. Newstetter},
  booktitle	= {Proceedings of Conference on Cooperative Buildings
		  (CoBuild) [Cooperative Buildings. Integrating
		  Information, Organizations and Architecture[},
  pages		= {191-198},
  publisher	= {Springer Berlin / Heidelberg Springer Berlin /
		  Heidelberg},
  title		= {The Aware Home: A Living Laboratory for Ubiquitous
		  Computing Research.},
  year		= {1999}
}

@InProceedings{	  1998-Schodl-HTUTPM,
  address	= {San Francisco, CA. USA},
  author	= {A. Sch{\"o}dl and A. Haro and I. Essa},
  booktitle	= {Proceedings of Workshop on Perceptual User
		  Interfaces (PUI)},
  title		= {Head Tracking using a Textured Polygonal Model},
  year		= {1998}
}

@TechReport{	  1998-Moore-CMHAR,
  author	= {D. Moore and I. Essa and M. Hayes},
  institution	= {Georgia Institute of Technology, Graphics,
		  Visualization, and Usability Center},
  number	= {GIT-GVU-98-26},
  title		= {Context Management for Human Activity Recognition},
  year		= {1998}
}

@InProceedings{	  1997-Essa-CPFCE,
  author	= {I. Essa and G. Abowd and C. Atkeson},
  booktitle	= {Proceedings of Workshop on Perceptual User
		  Interfaces (PUI)},
  title		= {Computational Perception in Future Computing
		  Environments},
  year		= {1997}
}

@Article{	  1997-Essa-CAIRFE,
  author	= {I. Essa and A. Pentland},
  journal	= {IEEE Transactions on Pattern Analysis and Machine
		  Intelligence (PAMI)},
  number	= {7},
  pages		= {757--763},
  title		= {Coding, Analysis, Interpretation, and Recognition
		  of Facial Expressions},
  volume	= {19},
  year		= {1997}
}

@InCollection{	  1997-Essa-MMRIFE,
  author	= {I. Essa and A. Pentland},
  booktitle	= {Motion-Based Recognition},
  editor	= {M. Shah and R. Jain},
  publisher	= {Kluwer Academic Publishers},
  series	= {Computational Imaging and Vision Series},
  title		= {Motion and Model-based Recognition and
		  Interpretation of Facial Expressions},
  year		= {1997}
}

@InProceedings{	  1997-Gardner-PASAD,
  author	= {A. Gardner and I. Essa},
  booktitle	= {Proceedings of Workshop on Perceptual User
		  Interfaces (PUI)},
  month		= {October},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/1997-Gardner-PASAD.pdf},
  title		= {Prosody Analysis for Speaker Affect Determination},
  year		= {1997}
}

@Article{	  1996-Darrell-TGMUIV,
  author	= {T. Darrell and I. Essa and A. Pentland},
  journal	= {IEEE Transactions on Pattern Analysis and Machine
		  Intelligence (PAMI)},
  number	= {12},
  title		= {Task-specific Gesture Modeling using Interpolated
		  Views},
  volume	= {18},
  year		= {1996}
}

@InProceedings{	  1996-Basu-MRMHT,
  author	= {S. Basu and I. Essa and A. Pentland},
  booktitle	= {Proceedings of International Conference on Pattern
		  Recognition (ICPR)},
  month		= {October},
  title		= {Motion Regularization for Model-based Head
		  Tracking},
  year		= {1996}
}

@InProceedings{	  1996-Essa-MTIAFHUIFV,
  author	= {I. Essa and S. Basu and T. Darrell and A.
		  Pentland},
  booktitle	= {Proceedings of Computer Animation Conference},
  month		= {June},
  pages		= {68--79},
  publisher	= {IEEE Computer Society Press},
  title		= {Modeling, Tracking and Interactive Animation of
		  Faces and Heads using Input from Video},
  year		= {1996}
}

@InProceedings{	  1995-Darrell-AEGAIE,
  address	= {Zurich, Switzerland},
  author	= {T. Darrell and I. Essa and A. Pentland},
  booktitle	= {Proceedings of International Workshop on Automatic
		  Face and Gesture Recogntion (FG)},
  pages		= {135--140},
  publisher	= {Editor, M. Bichsel},
  title		= {Attention-driven Expression and Gesture Analysis in
		  an Interactive Environment},
  year		= {1995}
}

@InProceedings{	  1995-Brand-CAVGU,
  author	= {M. Brand and I. Essa},
  booktitle	= {Proceedings of AAAI Fall Symposium on Computational
		  Models for Integrating Language and Vision},
  title		= {Causal Analysis for Visual Gesture Understanding},
  year		= {1995}
}

@InProceedings{	  1995-Essa-FERUDMME,
  address	= {Cambridge, MA},
  author	= {I. Essa and A. Pentland},
  booktitle	= {Proceedings of IEEE International Conference on
		  Computer Vision (ICCV)},
  pages		= {360--367},
  publisher	= {IEEE Computer Society},
  title		= {Facial Expression Recognition using a Dynamic Model
		  and Motion Energy},
  year		= {1995}
}

@InProceedings{	  1994-Essa-VSOEFAP,
  author	= {I. Essa and A. Pentland},
  booktitle	= {Proceedings of IEEE Conference on Computer Vision
		  and Pattern Recognition (CVPR)},
  pages		= {76--83},
  publisher	= {IEEE Computer Society},
  title		= {A Vision System for Observing and Extracting Facial
		  Action Parameters},
  year		= {1994}
}

@InProceedings{	  1994-Essa-TFM,
  author	= {I. Essa and T. Darrell and A. Pentland},
  booktitle	= {Proceedings of IEEE Workshop on Motion of Nonrigid
		  and Articulated Objects},
  pages		= {36--42},
  publisher	= {IEEE Computer Society},
  title		= {Tracking Facial Motion},
  year		= {1994}
}

@InProceedings{	  1994-Darrell-CINREA,
  author	= {T. Darrell and I. Essa and A. Pentland},
  booktitle	= {Proceedings of Conference on Advances in Neural
		  Information Processing Systems (NIPS)},
  editor	= {G. Tesauro and D. S. Touretzky and T. K. Leen},
  publisher	= {MIT Press},
  title		= {Correlation and Interpolation Networks for
		  Real-Time Expression Analysis/Synthesis},
  volume	= {7},
  year		= {1994}
}

@PhDThesis{	  1994-Essa-AISFE,
  address	= {MIT Media Laboratory, Cambridge, MA 02139, USA},
  author	= {I. Essa},
  school	= {Massachusetts Institute of Technology},
  title		= {Analysis, Interpretation, and Synthesis of Facial
		  Expressions},
  year		= {1994}
}

@InProceedings{	  1994-Pentland-VGA,
  author	= {A. Pentland and T. Darrell and I. Essa and A.
		  Azarbayejani and S. Sclaroff},
  booktitle	= {Proceedings of Computer Animation Conference},
  organization	= {IEEE Computer Society},
  pages		= {76 - 83},
  publisher	= {IEEE Computer Society Press},
  title		= {Visually guided animation},
  year		= {1994}
}

@InProceedings{	  1994-Pentland-VGIA,
  address	= {Pacific Grove, CA},
  author	= {A. Pentland and S. Sclaroff and T. Darrell and I.
		  Essa and A. Azarbayejani and T. Starner},
  booktitle	= {Proceedings of Asilomar Conference on Signals,
		  Systems, and Computers},
  pages		= {1287 - 1291},
  title		= {Visually guided interaction and animation},
  volume	= {2},
  year		= {1994}
}

@InCollection{	  1993-Essa-PMGV,
  author	= {I. Essa and S. Sclaroff and A. Pentland},
  booktitle	= {Directions in Geometric Computing},
  editor	= {Ralph Martin},
  pages		= {160--196},
  publisher	= {Information Geometers, U.K.},
  title		= {Physically-based Modeling for Graphics and Vision},
  year		= {1993}
}

@InProceedings{	  1992-Sclaroff-VMAUAPGMGA,
  author	= {S. Sclaroff and I. Essa and A. Pentland},
  booktitle	= {Proceedings of Eurographics Workshop on Animations
		  and Simulations},
  title		= {Vision-based Modeling: An application of a Unified
		  Approach for Physical and Geometric Modeling for
		  Graphics and Animation},
  year		= {1992}
}

@Article{	  1992-Essa-UAPGMGA,
  author	= {I. Essa and S. Sclaroff and A. Pentland},
  journal	= {Computer Graphics Forum, The International Journal
		  of the Eurographics Association},
  month		= {May},
  number	= {3},
  pages		= {129-138},
  title		= {A Unified Approach for Physical and Geometric
		  Modeling for Graphics and Animation},
  volume	= {11},
  year		= {1992}
}

@TechReport{	  1991-Essa-EPDSRLE,
  author	= {I. Essa and A. Pentland},
  institution	= {M.I.T. Media Laboratory, Vision and Modeling
		  Group},
  number	= {182},
  title		= {Estimated Physics: Dynamic Simulation in a Resource
		  Limited Environment},
  year		= {1991}
}

@MastersThesis{	  1990-Essa-CDCFFPBVWM,
  author	= {I. Essa},
  blog		= {http://prof.irfanessa.com/1990/05/03/ms-thesis-1990/},
  month		= {June},
  school	= {Massachusetts Institute Technology},
  title		= {Contact Detection, Collision Forces and Friction
		  for Physically Based Virtual World Modeling},
  url		= {http://dspace.mit.edu/handle/1721.1/14054?mode=simple&submit_simple=Show+simple+item+record},
  year		= {1990}
}

@Article{	  1990-Pentland-TMSVSMF,
  author	= {A. Pentland and I. Essa and M. Friedmann and B.
		  Horowitz and S. E. Sclaroff},
  blog		= {http://prof.irfanessa.com/1990/03/13/thingworld-i3gd1990/},
  doi		= {10.1145/91394.91434},
  journal	= {ACM SIGGRAPH Proceedings of Symposium on
		  Interactive 3D Graphics (I3DG)},
  month		= {March},
  number	= {2},
  pages		= {143--144},
  pdf		= {http://www.cc.gatech.edu/~irfan/p/1990-Pentland-TMSVSMF.pdf},
  title		= {The Thingworld Modeling System: Virtual Sculpting
		  by Modal Forces},
  volume	= {24},
  year		= {1990}
}