Hough Forests

Publications

Gall J., Yao A., Razavi N., van Gool L., and Lempitsky V., Hough Forests for Object Detection, Tracking, and Action Recognition (PDF, Images/Code), IEEE Transactions on Pattern Analysis and Machine Intelligence, To appear.

Razavi N., Gall J., and van Gool L., Scalable Multi-class Object Detection (PDF, Images/Code), IEEE Conference on Computer Vision and Pattern Recognition (CVPR'11), 1505-1512, 2011. ©IEEE

Razavi N., Gall J., and Van Gool L., Backprojection Revisited: Scalable Multi-view Object Detection and Similarity Metrics for Detections (PDF, Images/Videos), European Conference on Computer Vision (ECCV'10), Springer, LNCS 6311, 620-633, 2010. ©Springer-Verlag

Fanelli G., Yao A., Noel P.-L., Gall J., and Van Gool L., Hough Forest-based Facial Expression Recognition from Video Sequences, Workshop on Sign, Gesture and Activity (SGA'10), 2010. ©Springer

Gall J., Razavi N., and Van Gool L., On-line Adaption of Class-specific Codebooks for Instance Tracking (PDF, Images/Videos), British Machine Vision Conference (BMVC'10), 2010.

Waltisberg D., Yao A., Gall J., and van Gool L., Variations of a Hough-Voting Action Recognition System (PDF, Images/Videos), Proceedings of the ICPR 2010 Contests, Springer, LNCS 6388, 306-312, 2010. ©Springer

Yao A., Gall J., and van Gool L., A Hough Transform-Based Voting Framework for Action Recognition (PDF, Images/Videos), IEEE Conference on Computer Vision and Pattern Recognition (CVPR'10), 2010. ©IEEE

Fanelli G., Gall J., van Gool L., Hough Transform-based Mouth Localization for Audio-Visual Speech Recognition (PDF, Images/Videos), British Machine Vision Conference (BMVC'09), 2009.

Gall J. and Lempitsky V., Class-Specific Hough Forests for Object Detection (PDF, Images/Videos/Code), IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009. ©IEEE