Recognition of human activities using SVM multi-class classifier
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Zhiquan Wang | Yaobin Mao | Huimin Qian | Wenbo Xiang | Yaobin Mao | Zhiquan Wang | Wenbo Xiang | Huimin Qian
[1] Jitendra Malik,et al. Recognizing action at a distance , 2003, Proceedings Ninth IEEE International Conference on Computer Vision.
[2] Juan Carlos Niebles,et al. Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words , 2006, BMVC.
[3] Rémi Ronfard,et al. Free viewpoint action recognition using motion history volumes , 2006, Comput. Vis. Image Underst..
[4] Ilkka Korhonen,et al. Detection of Daily Activities and Sports With Wearable Sensors in Controlled and Uncontrolled Conditions , 2008, IEEE Transactions on Information Technology in Biomedicine.
[5] S. Shankar Sastry,et al. Compressed Domain Real-time Action Recognition , 2006, 2006 IEEE Workshop on Multimedia Signal Processing.
[6] J. Aggarwal,et al. A Bayesian approach to human activity recognition , 1999, Proceedings Second IEEE Workshop on Visual Surveillance (VS'99) (Cat. No.98-89223).
[7] Oliver Brdiczka,et al. Learning context models for the recognition of scenarios , 2006, AIAI.
[8] Matti Pietikäinen,et al. Human Activity Recognition Using Sequences of Postures , 2005, MVA.
[9] Thomas G. Dietterich,et al. Solving Multiclass Learning Problems via Error-Correcting Output Codes , 1994, J. Artif. Intell. Res..
[10] Daniel P. Siewiorek,et al. Activity recognition and monitoring using multiple sensors on different body positions , 2006, International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06).
[11] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[12] Shyamsundar Rajaram,et al. Human Activity Recognition Using Multidimensional Indexing , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[13] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[14] Shaogang Gong,et al. Autonomous Visual Events Detection and Classification without Explicit Object-Centred Segmentation and Tracking , 2002, BMVC.
[15] Trevor J. Hastie,et al. Discriminative vs Informative Learning , 1997, KDD.
[16] Mubarak Shah,et al. Actions sketch: a novel action representation , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[17] Jason D. M. Rennie,et al. Improving Multiclass Text Classification with the Support Vector Machine , 2001 .
[18] Michael I. Jordan,et al. On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes , 2001, NIPS.
[19] Feng Niu,et al. HMM-Based Segmentation and Recognition of Human Activities from Video Sequences , 2005, 2005 IEEE International Conference on Multimedia and Expo.
[20] Jason Weston,et al. Multi-Class Support Vector Machines , 1998 .
[21] Yiming Yang,et al. A Comparative Study on Feature Selection in Text Categorization , 1997, ICML.
[22] S. Abe,et al. Decision-tree-based multiclass support vector machines , 2002, Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02..
[23] Ulrich H.-G. Kreßel,et al. Pairwise classification and support vector machines , 1999 .
[24] Dariu Gavrila,et al. The Visual Analysis of Human Movement: A Survey , 1999, Comput. Vis. Image Underst..
[25] Jake K. Aggarwal,et al. Segmentation and recognition of continuous human activity , 2001, Proceedings IEEE Workshop on Detection and Recognition of Events in Video.
[26] Larry S. Davis,et al. Non-parametric Model for Background Subtraction , 2000, ECCV.
[27] Barbara Caputo,et al. Recognizing human actions: a local SVM approach , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..
[28] Hongying Meng,et al. Descriptive temporal template features for visual motion recognition , 2009, Pattern Recognit. Lett..
[29] Adrian Hilton,et al. A survey of advances in vision-based human motion capture and analysis , 2006, Comput. Vis. Image Underst..
[30] Mubarak Shah,et al. Recognizing human actions in videos acquired by uncalibrated moving cameras , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[31] K. R. Ramakrishnan,et al. Fast computation of Legendre and Zernike moments , 1995, Pattern Recognit..
[32] Ronald Poppe,et al. Vision-based human motion analysis: An overview , 2007, Comput. Vis. Image Underst..
[33] Rangachar Kasturi,et al. Activity recognition based on multiple motion trajectories , 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..
[34] Michael J. Black,et al. Parameterized Modeling and Recognition of Activities , 1999, Comput. Vis. Image Underst..
[35] James W. Davis,et al. The Recognition of Human Movement Using Temporal Templates , 2001, IEEE Trans. Pattern Anal. Mach. Intell..
[36] Zhiquan Wang,et al. Home environment fall detection system based on a cascaded multi-SVM classifier , 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.
[37] Tomaso A. Poggio,et al. Object recognition and detection by a combination of support vector machine and rotation invariant phase only correlation , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
[38] Martial Hebert,et al. Efficient visual event detection using volumetric features , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[39] Tieniu Tan,et al. Recent developments in human motion analysis , 2003, Pattern Recognit..
[40] Soo-Young Lee,et al. Support Vector Machines with Binary Tree Architecture for Multi-Class Classification , 2004 .
[41] Pietro Perona,et al. Human action recognition by sequence of movelet codewords , 2002, Proceedings. First International Symposium on 3D Data Processing Visualization and Transmission.
[42] Nello Cristianini,et al. Large Margin DAGs for Multiclass Classification , 1999, NIPS.
[43] ChellappaRama,et al. Matching Shape Sequences in Video with Applications in Human Movement Analysis , 2005 .
[44] Serge J. Belongie,et al. Behavior recognition via sparse spatio-temporal features , 2005, 2005 IEEE International Workshop on Visual Surveillance and Performance Evaluation of Tracking and Surveillance.
[45] Yangsheng Xu,et al. Modeling human actions from learning , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).
[46] Ying Wang,et al. Human Activity Recognition Based on R Transform , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[47] Jake K. Aggarwal,et al. Human Motion Analysis: A Review , 1999, Comput. Vis. Image Underst..
[48] Chih-Jen Lin,et al. A comparison of methods for multiclass support vector machines , 2002, IEEE Trans. Neural Networks.