Paper in AISTATS 2013 “Beyond Sentiment: The Manifold of Human Emotions”

Monday, April 29th, 2013 Posted in AAAI/IJCAI/UAI, Behavioral Imaging, Computational Journalism, Machine Learning, Papers, WWW | No Comments »

[bibtex file=IrfanEssaWS.bib key=2012-Kim-BSMHE] Abstract Sentiment analysis predicts the presence of positive or negative emotions in a text document. In this paper we consider higher dimensional extensions of the sentiment concept, which represent ... Read more..

Paper in IEEE CVPR 2012: “Detecting Regions of Interest in Dynamic Scenes with Camera Motions”

Saturday, June 16th, 2012 Posted in Activity Recognition, Kihwan Kim, Machine Learning, PAMI/ICCV/CVPR/ECCV, Papers, PERSEAS, Visual Surviellance | No Comments »

Detecting Regions of Interest in Dynamic Scenes with Camera Motions [bibtex file=IrfanEssaWS.bib key=2012-Kim-DRIDSWCM] Abstract We present a method to detect the regions of interests in moving camera views of dynamic scenes with multiple ... Read more..

Paper (2011) in IEEE PAMI: “Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers “

Wednesday, January 12th, 2011 Posted in Antonio Crimisini, Computational Photography and Video, John Winn, Machine Learning, PAMI/ICCV/CVPR/ECCV, Papers, Pei Yin | No Comments »

Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers Pei Yin, A. Criminisi, J. Winn, I. Essa (2011), "Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers" in Pattern Analysis and Machine Intelligence, IEEE ... Read more..

Paper in CVPR (2010): “Player Localization Using Multiple Static Cameras for Sports Visualization”

Sunday, June 13th, 2010 Posted in Activity Recognition, Jessica Hodgins, Kihwan Kim, Machine Learning, Matthias Grundmann, PAMI/ICCV/CVPR/ECCV, Raffay Hamid, Sports Visualization | No Comments »

Raffay Hamid, Ram Krishan Kumar, Matthias Grundmann, Kihwan Kim, Irfan Essa, Jessica Hodgins (2010), "Player Localization Using Multiple Static Cameras for Sports Visualization" In Proceedings of IEEE Computer Vision and Pattern Recognition ... Read more..

Paper (2009): ICASSP “Learning Basic Units in American Sign Language using Discriminative Segmental Feature Selection”

Wednesday, February 4th, 2009 Posted in 0205507, Face and Gesture, ICASSP, James Rehg, Machine Learning, Pei Yin, Thad Starner | No Comments »

Pei Yin, Thad Starner, Harley Hamilton, Irfan Essa, James M. Rehg (2009), "Learning Basic Units in American Sign Language using Discriminative Segmental Feature Selection" in IEEE Conference on Acoustics, Speech, and ... Read more..

Thesis Raffay Hamid PhD (2008): “A Computational Framework For Unsupervised Analysis of Everyday Human Activities”

Wednesday, June 18th, 2008 Posted in Aaron Bobick, Activity Recognition, Machine Learning, PhD, Raffay Hamid | No Comments »

M. Raffay Hamid PhD (2008), "A Computational Framework For Unsupervised Analysis of Everyday Human Activities", PhD Thesis, Georgia Institute of Techniology, College of Computing, Atlanta, GA. (Advisor: Aaron Bobick & Irfan ... Read more..

Paper: ICASSP (2008) “Discriminative Feature Selection for Hidden Markov Models using Segmental Boosting”

Thursday, April 3rd, 2008 Posted in 0205507, Face and Gesture, Funding, James Rehg, Machine Learning, PAMI/ICCV/CVPR/ECCV, Papers, Pei Yin, Thad Starner | No Comments »

Pei Yin, Irfan Essa, James Rehg, Thad Starner (2008) "Discriminative Feature Selection for Hidden Markov Models using Segmental Boosting", ICASSP 2008 - March 30 - April 4, 2008 - ... Read more..

Funding: NSF/SGER (2007) “Persistent, Adaptive, Collaborative Synthespians”

Saturday, September 15th, 2007 Posted in Charles Isbell, Machine Learning | No Comments »

Award#0749181 - SGER Collaborative Research: Persistent, Adaptive, Collaborative Synthespians ABSTRACT This project explores the development of methodologies for populating worlds with persistent, adaptive, collaborative, believable synthetic actors, referred to as Synthespians. These ... Read more..

Paper: IEEE CVPR (2007) “Tree-based Classifiers for Bilayer Video Segmentation”

Sunday, June 17th, 2007 Posted in 0205507, Antonio Crimisini, Computational Photography and Video, Funding, John Winn, Machine Learning, Papers, Pei Yin, Research | No Comments »

Yin, Pei Criminisi, Antonio Winn, John Essa, Irfan (2007), Tree-based Classifiers for Bilayer Video Segmentation In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR ... Read more..

Paper: Asilomar Conference (2003) “Boosted audio-visual HMM for speech reading”

Sunday, November 9th, 2003 Posted in 0205507, Face and Gesture, Funding, James Rehg, Machine Learning, Papers, Pei Yin | No Comments »

Yin, P. Essa, I. Rehg, J.M. (2003) "Boosted audio-visual HMM for speech reading." In Proceedings Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, 2003. Date: 9-12 ... Read more..