Action Recognition from Arbitrary Views using 3D Exemplars

Keywords

Computer science, Artificial intelligence, Novelty, Hidden Markov model, Viewpoints

References

• Learning Graphical Models of Images, Videos and Their Spatial TransformationsBrendan J. Frey, Nebojša Jojić — 2000
• Actions as space-time shapesMiri Blank, Lena Gorelick, Eli Shechtman — 2005
• Free viewpoint action recognition using motion history volumesDaniel Weinland, Rémi Ronfard, Edmond Boyer — 2006
• View Invariance for Human Action RecognitionVasu Parameswaran, Rama Chellappa — 2005
• Real-time object detection for "smart" vehiclesDariu M. Gavrila, V. Philomin — 1999
• Recognizing action events from multiple viewpointsTanveer Syeda-Mahmood, Andrei Vasilescu, Shilpa Sethi — 2001
• Recognizing human actions in videos acquired by uncalibrated moving camerasAlper Yılmaz, Mubarak Shah — 2005
• Probabilistic tracking in a metric spaceKentaro Toyama, Andrew Blake — 2001
• A tutorial on hidden Markov models and selected applications in speech recognitionL. R. Rabiner — 1989
• View-Invariant Representation and Recognition of ActionsCen Rao, Alper Yılmaz, Mubarak Shah — 2002
• Recognition of human body motion using phase space constraintsLee W. Campbell, Aaron Bobick — 1995
• Recognizing action at a distanceAlexei A. Efros, Alexander C. Berg, Greg Mori — 2003
• Invariant features for 3-D gesture recognitionLee W. Campbell, Dávid Becker, A. Azarbayejani — 1996
• Tied mixture continuous parameter modeling for speech recognitionJ.R. Bellegarda, D. Nahamoo — 1990
• Single View Human Action Recognition using Key Pose Matching and Viterbi Path SearchingFengjun Lv, Ramakant Nevatia — 2007
• Learning dynamics for exemplar-based gesture recognitionAhmed Elgammal, Vinay Shet, Yaser Yacoob — 2003
• Real-time recognition of activity using temporal templatesAaron Bobick, James W. Davis — 1996
• Shadow puppetryMatthew Brand — 1999
• View invariant identification of pose sequences for action recognitionA. Ogale, Alap Karapurkar, Gutemberg Guerra-Filho — 2004
• Irrelevant Features and the Subset Selection ProblemG. John, Ron Kohavi, Karl Pfleger — 1994

Cited by

• Improving representation and classification of image and video data for surveillance applicationsA. Sanin — 2012
• UCF101: A Dataset of 101 Human Actions Classes From Videos in The WildKhurram Soomro, Amir Zamir, Mubarak Shah — 2012
• Multiple Tasks are Better than One: Multi-task Learning and Feature Selection for Head Pose Estimation, Action Recognition and Event DetectionYan Yan — 2014
• Modeling Shape, Appearance and Motion for Human Movement AnalysisLarry S. Davis, Zhe Lin — 2009
• Reconnaissance d'actions en temps réel à partir d'exemples. (Real time actions recognition from examplars)Mathieu Barnachon — 2013
• Modélisations polynomiales hiérarchisées applications à l'analyse de mouvements complexesOlivier Kihl — 2012
• View-independent Video Synchronization from Temporal Self-similaritiesÉmilie Dexter, Patrick Pérez, Ivan Laptev — 2009
• Learning affinities of exemplar videos for multi-view action recognitionAnirban Roy — 2013
• Hybrid classifier based human activity recognition using the silhouette and cellsDinesh Kumar Vishwakarma, Rajiv Kapoor — 2015
• Grassmann Learning for Recognition and ClassificationSherif Azary — 2014
• Synchronisation de Séquences d'Images Indépendamment des Points de VueÉmilie Dexter, P. Pérez, I. Laptev — 2009
• Capacités audiovisuelles en robot humanoïde NAOJordi Sanchez-Riera — 2013
• Articulated models for human motion analysisAdolfo López Méndez — 2012
• Jointly Learning Multiple Sequential Dynamics for Human Action RecognitionAn-An Liu, Yuting Su, Weizhi Nie — 2015
• Exploitation de la supervision faible pour l'analyse des vidéos. (Leveraging weak supervision for video understanding)C. Cifuentes — 2012
• A Hybrid ART-RBF Network Architecture for Viewpoint Invariant Human Activity RecognitionZaw Zaw Htike, Simon Egerton, Ye Chow Kuang — 2010
• Evaluation of local spatial-temporal features for cross-view action recognitionZan Gao, Weizhi Nie, An-An Liu — 2016
• A bag-of-regions representation for video classificationMin-Kook Choi, Ziyu Wang, Hyun-Gyu Lee — 2016
• Automatic Video-based Analysis of Human MotionP. Fihl — 2011
• Discriminative vision-based recovery and recognition of human motionRonald Poppe — 2009

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