Overview

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Hierachical Rank Pooling

What is this repository for?

This repository implements the Hierachical Rank Pooling method. Hierachical rank pooling is a sequence encoding method for human action and activity recognition. For more details please read our papers. This is a matlab implementation.

Dependency

Dependency : Lib Linear https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/multicore-liblinear/ VL-Feat http://www.vlfeat.org/ LibSVM https://www.csie.ntu.edu.tw/~cjlin/libsvm/

Papers

Fernando, Basura, et al. "Discriminative hierarchical rank pooling for activity recognition." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016. http://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Fernando_Discriminative_Hierarchical_Rank_CVPR_2016_paper.pdf

@inproceedings{fernando2016discriminative, title={Discriminative hierarchical rank pooling for activity recognition}, author={Fernando, Basura and Anderson, Peter and Hutter, Marcus and Gould, Stephen}, booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition}, pages={1924--1932}, year={2016} }

Basura Fernando and Stephen Gould "Discriminatively Learned Hierarchical Rank Pooling Networks." International Journal of Computer Vision. 2017 http://users.cecs.anu.edu.au/~basura/papers/HRP_IJCV.pdf