Concepedia

Data-driven spatio-temporal RGBD feature encoding for action recognition in operating rooms

Andru Putra Twinanda, Emre O. Alkan, Afshin Gangi, Michel de Mathelin, Nicolas Padoy

International Journal of Computer Assisted Radiology and Surgery · 2015 · 48 citations · 19 references

Concepts

ComputingComputer ScienceComputer VisionFeature EngineeringMachine VisionAction RecognitionAction RepresentationColor Space RepresentationDeep LearningObject RecognitionSpatial Feature EngineeringAction DetectionActivity RecognitionMotion EncodingSpatio-temporal Data ModelSpatiotemporal Feature ExtractionSpatiotemporal Feature LearningSpatiotemporal Pattern Recognition

References

19

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

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

Linear spatial pyramid matching using sparse coding for image classification

Kai Yu, Yihong Gong, Thomas S. Huang · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 2.9K citations

Computing, Computer Science, Computer Vision +16

Andrea Vedaldi, Brian Fulkerson · 2010 · 2.7K citations

Computing, Computer Science, Computer Vision +15

Behavior Recognition via Sparse Spatio-Temporal Features

Piotr Dollár, Vincent Rabaud, Garrison W. Cottrell et al. · 2006 · 2.5K citations

Computing, Zoology, Computer Vision +14