Our approach is focus on Activity Image-to-Video Retrieval (AIVR) task. The compared methods are state-of-the-art single modality hashing methods, multiple modalities hashing methods and cross-modal retrieval methods.
Some hashing baselines for image retrieval can be found in https://github.com/willard-yuan/hashing-baseline-for-image-retrieval.
More details refer to https://github.com/czxxjtu/Hash-Learning.github.io. Some details about hashing methods are in hashing-baseline-for-image-retrieval-master folder.
The compared cross-modal retrieval methods are according to the paper:
https://pan.baidu.com/s/1H6c8nh_Hs7gVkhESpxtvAg 提取码:qp26
https://pan.baidu.com/s/1P0jRecEmplCPaTPwFoOpVQ 提取码:pnw9
When using images from our dataset, please cite our paper using the following BibTeX[PDF]:
@article{pba2020,
author = {Ruicong Xu and Li Niu and Jianfu Zhang and Liqing Zhang},
title = {A Proposal-based Approach for Activity Image-to-Video Retrieval},
journal = {AAAI},
year = {2020}}