lixiangpengcs / Self-Supervised-Video-Hashing

Extension of Self-Supervised Temporal Hashing

Self-Supervised Video Hashing

which is published in Transactions on Image Processing

Environment

Theano 0.8.2

Dataset:

Extracted feature is uploaded in Baiduyun disk: FCV: https://pan.baidu.com/s/1i65ccHv and YFCC: https://pan.baidu.com/s/1bqR8VCF

Preprocess:

Data is proprocessed first to construct neighbor structure to enhance our model.

Train:

python SSVH.py

@article{song2018self,
  title={Self-supervised video hashing with hierarchical binary auto-encoder},
  author={Song, Jingkuan and Zhang, Hanwang and Li, Xiangpeng and Gao, Lianli and Wang, Meng and Hong, Richang},
  journal={IEEE Transactions on Image Processing},
  volume={27},
  number={7},
  pages={3210--3221},
  year={2018},
  publisher={IEEE}
}