Learning Appearance Based Models: Mixtures of Second Moment Experts Export

@inproceedings{citeulike:350563, abstract = {This paper describes a probabilistic decomposition of human dynamics at multiple abstractions, and shows how to propagate hypotheses across space, time, and abstraction levels. Recognition in this framework is the succession of very general low level grouping mechanisms to increased specific and learned model based grouping techniques at higher levels. Hard decision thresholds are delayed and resolved by higher level statistical models and temporal context. Low-level primitives are areas of...}, author = {Bregler, Christoph and Malik, Jitendra}, booktitle = {Advances in Neural Information Processing Systems}, citeulike-article-id = {350563}, citeulike-linkout-0 = {http://citeseer.ist.psu.edu/bregler97learning.html}, citeulike-linkout-1 = {http://citeseer.lcs.mit.edu/bregler97learning.html}, citeulike-linkout-2 = {http://citeseer.ifi.unizh.ch/bregler97learning.html}, citeulike-linkout-3 = {http://citeseer.comp.nus.edu.sg/bregler97learning.html}, editor = {Mozer, Michael C. and Jordan, Michael I. and Petsche, Thomas}, keywords = {motion-traking}, posted-at = {2005-10-14 11:08:44}, priority = {2}, publisher = {The MIT Press}, title = {Learning Appearance Based Models: Mixtures of Second Moment Experts}, url = {http://citeseer.ist.psu.edu/bregler97learning.html}, volume = {9}, year = {1997} }

TY - CONF ID - citeulike:350563 L3 - citeulike-article-id:350563 N2 - This paper describes a probabilistic decomposition of human dynamics at multiple abstractions, and shows how to propagate hypotheses across space, time, and abstraction levels. Recognition in this framework is the succession of very general low level grouping mechanisms to increased specific and learned model based grouping techniques at higher levels. Hard decision thresholds are delayed and resolved by higher level statistical models and temporal context. Low-level primitives are areas of... TI - Learning Appearance Based Models: Mixtures of Second Moment Experts PB - The MIT Press VL - 9 T2 - Advances in Neural Information Processing Systems KW - motion-traking AU - Bregler, Christoph AU - Malik, Jitendra A2 - Mozer, Michael A2 - Jordan, Michael A2 - Petsche, Thomas PY - 1997/// UR - http://citeseer.ist.psu.edu/bregler97learning.html ER -