Learning Discriminative Space–Time Action Parts from Weakly Labelled Videos

Object Detection with Discriminatively Trained Part-Based Models

Pedro F. Felzenszwalb, Ross Girshick, David McAllester et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 10.1K citations

Computing, Computer Engineering, Computer Science +12

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

Svetlana Lazebnik, C. Schmid, Jean Ponce · 2006 · 8K citations · Full text

Computing, Computer Science, Computer Vision +16

Probabilistic Outputs for Support vector Machines and Comparisons to Regularized Likelihood Methods

John Platt · 1999 · 4.9K citations

Computing, Computer Science, Data Mining +12

HMDB: A large video database for human motion recognition

Hilde Kuehne, Hueihan Jhuang, Estíbaliz Garrote et al. · 2011 · 3.9K citations · Full text

Computing, Computer Science, Computer Vision +8

Learning realistic human actions from movies

Ivan Laptev, Marcin Marszałek, Cordelia Schmid et al. · 2008 · 3.5K citations · Full text

Computing, Computer Science, Computer Vision +14