视频分类论文

Video Classification

image-based methods

Zha S, Luisier F, Andrews W, et al. Exploiting Image-trained CNN Architectures for Unconstrained Video Classification[J]. Computer Science, 2015.

Sánchez J, Perronnin F, Mensink T, et al. Image Classification with the Fisher Vector: Theory and Practice[J]. International Journal of Computer Vision, 2013, 105: 222-245.

CNN-based methods

Karpathy A, Toderici G, Shetty S, et al. Large-scale video classification with convolutional neural networks[C]//Proceedings of the IEEE conference on Computer Vision and Pattern Recognition. 2014: 1725-1732.

Tran D, Bourdev L D, Fergus R, et al. C3D: generic features for video analysis[J]. CoRR, abs/1412.0767, 2014, 2(7): 8.

Fernando B, Gould S. Learning end-to-end video classification with rank-pooling[C]//International Conference on Machine Learning. 2016: 1187-1196.

RNN-based methods

Wu Z, Wang X, Jiang Y G, et al. Modeling spatial-temporal clues in a hybrid deep learning framework for video classification[C]//Proceedings of the 23rd ACM international conference on Multimedia. ACM, 2015: 461-470.

Yue-Hei Ng J, Hausknecht M, Vijayanarasimhan S, et al. Beyond short snippets: Deep networks for video classification[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2015: 4694-4702.