@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} }