Multi-View Hashing
- Ruoyu Liu, Shikui Wei, Yao Zhao, Zhenfeng Zhu, Jingdong Wang. Multi-View Cross-Media Hashing with Semantic Consistency. IEEE MultiMedia, 2018 [paper] [bibtex]
@article{liu2018multi,
title={Multi-View Cross-Media Hashing with Semantic Consistency},
author={Liu, Ruoyu and Wei, Shikui and Zhao, Yao and Zhu, Zhenfeng and Wang, Jingdong},
journal={IEEE MultiMedia},
year={2018},
publisher={IEEE}
}
- Xiaobo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yun-Hao Yuan, Heng Tao Shen. Semi-paired discrete hashing: Learning latent hash codes for semi-paired cross-view retrieval. IEEE transactions on cybernetics, 2017 [paper] [bibtex]
@article{shen2017semi,
title={Semi-paired discrete hashing: Learning latent hash codes for semi-paired cross-view retrieval},
author={Shen, Xiaobo and Shen, Fumin and Sun, Quan-Sen and Yang, Yang and Yuan, Yun-Hao and Shen, Heng Tao},
journal={IEEE transactions on cybernetics},
volume={47},
number={12},
pages={4275--4288},
year={2017},
publisher={IEEE}
}
- Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen. Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks. IEEE Conference on Computer Vision and Pattern Recognition, 2017 [paper] [bibtex]
@inproceedings{liu2017learning,
title={Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks},
author={Liu, Haomiao and Wang, Ruiping and Shan, Shiguang and Chen, Xilin},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={3901--3910},
year={2017}
}
- Xin Zhao, Guiguang Ding, Yuchen Guo, Jungong Han, Yue Gao. TUCH: turning cross-view hashing into single-view hashing via generative adversarial nets. International Joint Conferences on Artificial Intelligence, 2017 [paper] [bibtex]
@inproceedings{zhao2017tuch,
title={TUCH: turning cross-view hashing into single-view hashing via generative adversarial nets},
author={Zhao, Xin and Ding, Guiguang and Guo, Yuchen and Han, Jungong and Gao, Yue},
year={2017},
organization={IJCAI}
}
- Zijia Lin, Guiguang Ding, Jungong Han, Jianmin Wang. Cross-view retrieval via probability-based semantics-preserving hashing. IEEE Transactions on Cybernetics, 2017 [paper] [bibtex]
@article{lin2017cross,
title={Cross-view retrieval via probability-based semantics-preserving hashing},
author={Lin, Zijia and Ding, Guiguang and Han, Jungong and Wang, Jianmin},
journal={IEEE transactions on cybernetics},
volume={47},
number={12},
pages={4342--4355},
year={2017},
publisher={IEEE}
}
- Zhangjie Cao, Mingsheng Long, Chao Huang, Jianmin Wang. Transfer Adversarial Hashing for Hamming Space Retrieval. AAAI Conference on Artificial Intelligence, 2017 [paper] [code] [bibtex]
@article{cao2017transfer,
title={Transfer Adversarial Hashing for Hamming Space Retrieval},
author={Cao, Zhangjie and Long, Mingsheng and Huang, Chao and Wang, Jianmin},
journal={arXiv preprint arXiv:1712.04616},
year={2017}
}
- Xiaobo Shen, Fumin Shen, Quan-Sen Sun, Yun-Hao Yuan, Heng Tao Shen. Robust cross-view hashing for multimedia retrieval. IEEE Signal Processing Letters, 2015 [paper] [bibtex]
@article{shen2016robust,
title={Robust cross-view hashing for multimedia retrieval},
author={Shen, Xiaobo and Shen, Fumin and Sun, Quan-Sen and Yuan, Yun-Hao and Shen, Heng Tao},
journal={IEEE Signal Processing Letters},
volume={23},
number={6},
pages={893--897},
year={2016},
publisher={IEEE}
}
- Zijia Lin, Guiguang Ding, Jungong Han, Jianmin Wang. Cross-view Retrieval via Supervised Semantics-Preserving Hashing. IEEE Transactions on Cybernetics, 2016 [paper] [bibtex]
@article{lin2016cross,
title={Cross-view Retrieval via Supervised Semantics-Preserving Hashing},
author={Lin, Zijia and Ding, Guiguang and Han, Jungong and Wang, Jianmin},
journal={IEEE Transactions on Cybernetics},
year={2016}
}
- Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su, Dacheng Tao. Multilinear hyperplane hashing. IEEE Conference on Computer Vision and Pattern Recognition, 2016 [paper] [bibtex]
@inproceedings{liu2016multilinear,
title={Multilinear hyperplane hashing},
author={Liu, Xianglong and Fan, Xinjie and Deng, Cheng and Li, Zhujin and Su, Hao and Tao, Dacheng},
booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
pages={5119--5127},
year={2016}
}
- Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen. Dual purpose hashing. arXiv, 2016 [paper] [bibtex]
@article{liu2016dual,
title={Dual purpose hashing},
author={Liu, Haomiao and Wang, Ruiping and Shan, Shiguang and Chen, Xilin},
journal={arXiv preprint arXiv:1607.05529},
year={2016}
}
- Fuhao Zou, Yunpeng Chen, Jingkuan Song, Ke Zhou, Yang Yang, Nicu Sebe. Compact Image Fingerprint via Multiple Kernel Hashing. ACM Conference on Multimedia, 2015 [paper] [bibtex]
@article{zou2015compact,
title={Compact image fingerprint via multiple kernel hashing},
author={Zou, Fuhao and Chen, Yunpeng and Song, Jingkuan and Zhou, Ke and Yang, Yang and Sebe, Nicu},
journal={IEEE Transactions on Multimedia},
volume={17},
number={7},
pages={1006--1018},
year={2015},
publisher={IEEE}
}
- Xianglong Liu, Lei Huang, Cheng Deng, Jiwen Lu, Bo Lang. Multi-view complementary hash tables for nearest neighbor search. IEEE International Conference on Computer Vision, 2015 [paper] [bibtex]
@inproceedings{liu2015multi,
title={Multi-view complementary hash tables for nearest neighbor search},
author={Liu, Xianglong and Huang, Lei and Deng, Cheng and Lu, Jiwen and Lang, Bo},
booktitle={Proceedings of the IEEE International Conference on Computer Vision},
pages={1107--1115},
year={2015}
}
- Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang. Semantics-preserving hashing for cross-view retrieval. IEEE Conference on Computer Vision and Pattern Recognition, 2015 [paper] [bibtex]
@inproceedings{lin2015semantics,
title={Semantics-preserving hashing for cross-view retrieval},
author={Lin, Zijia and Ding, Guiguang and Hu, Mingqing and Wang, Jianmin},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={3864--3872},
year={2015}
}
- Jile Zhou, Guiguang Ding, Yuchen Guo, Qiang Liu, XinPeng Dong. Kernel-based supervised hashing for cross-view similarity search. IEEE International Conference on Multimedia and Expo, 2014 [paper] [bibtex]
@inproceedings{zhou2014kernel,
title={Kernel-based supervised hashing for cross-view similarity search},
author={Zhou, Jile and Ding, Guiguang and Guo, Yuchen and Liu, Qiang and Dong, XinPeng},
booktitle={Multimedia and Expo (ICME), 2014 IEEE International Conference on},
pages={1--6},
year={2014},
organization={IEEE}
}
- Xianglong Liu, Junfeng He, Bo Lang. Multiple feature kernel hashing for large-scale visual search. Pattern Recognition, 2014 [paper] [bibtex]
@article{liu2014multiple,
title={Multiple feature kernel hashing for large-scale visual search},
author={Liu, Xianglong and He, Junfeng and Lang, Bo},
journal={Pattern Recognition},
volume={47},
number={2},
pages={748--757},
year={2014},
publisher={Elsevier}
}
- Peng Li, Jian Cheng, Hanqing Lu. Dual local consistency hashing with discriminative projections selection. Signal Processing, 2013 [paper] [bibtex]
@article{li2013dual,
title={Dual local consistency hashing with discriminative projections selection},
author={Li, Peng and Cheng, Jian and Lu, Hanqing},
journal={Signal Processing},
volume={93},
number={8},
pages={2256--2264},
year={2013},
publisher={Elsevier}
}
- Wen Wang, Zhen Cui, Hong Chang, Shiguang Shan, Xilin Chen. Deeply coupled auto-encoder networks for cross-view classification. arXiv, 2014 [paper] [bibtex]
@article{wang2014deeply,
title={Deeply coupled auto-encoder networks for cross-view classification},
author={Wang, Wen and Cui, Zhen and Chang, Hong and Shan, Shiguang and Chen, Xilin},
journal={arXiv preprint arXiv:1402.2031},
year={2014}
}
- Xianglong Liu, Junfeng He, Di Liu, Bo Lang. Compact kernel hashing with multiple features. ACM Multimedia Conference, 2012 [paper][code] [bibtex]
@inproceedings{liu2012compact,
title={Compact kernel hashing with multiple features},
author={Liu, Xianglong and He, Junfeng and Liu, Di and Lang, Bo},
booktitle={Proceedings of the 20th ACM international conference on Multimedia},
pages={881--884},
year={2012},
organization={ACM}
}
- Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Richang Hong. Multiple feature hashing for real-time large scale near-duplicate video retrieval. ACM Multimedia Conference, 2011 [paper] [bibtex]
@inproceedings{song2011multiple,
title={Multiple feature hashing for real-time large scale near-duplicate video retrieval},
author={Song, Jingkuan and Yang, Yi and Huang, Zi and Shen, Heng Tao and Hong, Richang},
booktitle={Proceedings of the 19th ACM international conference on Multimedia},
pages={423--432},
year={2011},
organization={ACM}
}
Cross-Modal Hashing
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan. Cross-Modal Discrete Hashing. Pattern Recognition, 2018 [paper] [bibtex]
@article{liong2018cross,
title={Cross-Modal Discrete Hashing},
author={Liong, Venice Erin and Lu, Jiwen and Tan, Yap-Peng},
journal={Pattern Recognition},
year={2018},
publisher={Elsevier}
}
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan, Jie Zhou. Cross-modal deep variational hashing. IEEE Conference on Computer Vision and Pattern Recognition, 2017 [paper] [bibtex]
@inproceedings{liong2017cross,
title={Cross-modal deep variational hashing},
author={Liong, Venice Erin and Lu, Jiwen and Tan, Yap-Peng and Zhou, Jie},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={4077--4085},
year={2017}
}
- Li Liu, Zijia Lin, Ling Shao, Fumin Shen, Guiguang Ding, Jungong Han. Sequential discrete hashing for scalable cross-modality similarity retrieval. IEEE Transactions on Image Processing, 2017 [paper] [bibtex]
@article{liu2017sequential,
title={Sequential discrete hashing for scalable cross-modality similarity retrieval},
author={Liu, Li and Lin, Zijia and Shao, Ling and Shen, Fumin and Ding, Guiguang and Han, Jungong},
journal={IEEE Transactions on Image Processing},
volume={26},
number={1},
pages={107--118},
year={2017},
publisher={IEEE}
}
- Yue Cao, Mingsheng Long, Jianmin Wang. Collective Deep Quantization for Efficient Cross-Modal Retrieval. AAAI Conference on Artificial Intelligence, 2017 [paper] [code][bibtex]
@inproceedings{cao2017collective,
title={Collective Deep Quantization for Efficient Cross-Modal Retrieval.},
author={Cao, Yue and Long, Mingsheng and Wang, Jianmin and Liu, Shichen},
booktitle={AAAI},
pages={3974--3980},
year={2017}
}
- Zhangjie Cao, Mingsheng Long, Qiang Yang. Transitive Hashing Network for Heterogeneous Multimedia Retrieval. AAAI Conference on Artificial Intelligence, 2017 [paper] [bibtex]
@inproceedings{cao2017transitive,
title={Transitive Hashing Network for Heterogeneous Multimedia Retrieval.},
author={Cao, Zhangjie and Long, Mingsheng and Wang, Jianmin and Yang, Qiang},
booktitle={AAAI},
pages={81--87},
year={2017}
}
- Venice Erin Liong, Jiwen Lu, Yap-Peng Tan. Learning a Cross-Modal Hashing Network for Multimedia Search. IEEE International Conference on Image Processing, 2017 [paper] [bibtex]
@article{liong2017learning,
title={Learning a Cross-Modal Hashing Network for Multimedia Search},
author={Liong, Venice Erin and Lu, Jiwen and Tan, Yap-Peng},
year={2017}
}
- Xiangpeng Li, Lianli Gao, Xing Xu, Jie Shao, Fumin Shen, Jingkuan Song. Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources. Neurocomputing, 2017 [paper] [bibtex]
@article{li2017kernel,
title={Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources},
author={Li, Xiangpeng and Gao, Lianli and Xu, Xing and Shao, Jie and Shen, Fumin and Song, Jingkuan},
journal={Neurocomputing},
volume={253},
pages={89--96},
year={2017},
publisher={Elsevier}
}
- Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou. Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. TMM(IEEE Transactions on Multimedia), 2017 [paper] [bibtex]
@article{zhu2017discrete,
title={Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search},
author={Zhu, Lei and Huang, Zi and Liu, Xiaobai and He, Xiangnan and Sun, Jiande and Zhou, Xiaofang},
journal={IEEE Transactions on Multimedia},
volume={19},
number={9},
pages={2066--2079},
year={2017},
publisher={IEEE}
}
- Qing-Yuan Jiang, Wu-Jun Li. Discrete Latent Factor Model for Cross-Modal Hashing. arXiv, 2017 [paper] [bibtex]
@article{jiang2017discrete,
title={Discrete Latent Factor Model for Cross-Modal Hashing},
author={Jiang, Qing-Yuan and Li, Wu-Jun},
journal={arXiv preprint arXiv:1707.08322},
year={2017}
}
- Erkun Yang, Cheng Deng, Wei Liu, Dacheng Tao, Xinbo Gao. Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. AAAI Conference on Artificial Intelligence, 2017 [paper] [bibtex]
@inproceedings{yang2017pairwise,
title={Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval.},
author={Yang, Erkun and Deng, Cheng and Liu, Wei and Liu, Xianglong and Tao, Dacheng and Gao, Xinbo},
booktitle={AAAI},
pages={1618--1625},
year={2017}
}
- I Jhuo, Jun Wang. Set-to-Set Hashing with Applications in Visual Recognition. arXiv , 2017 [paper] [bibtex]
@article{jhuo2017set,
title={Set-to-Set Hashing with Applications in Visual Recognition},
author={Jhuo, I and Wang, Jun and others},
journal={arXiv preprint arXiv:1711.00888},
year={2017}
}
- Guiguang Ding, Yuchen Guo, Jile Zhou, Yue Gao. Large-scale cross-modality search via collective matrix factorization hashing. IEEE Transactions on Image Processing, 2016 [paper] [bibtex]
@article{ding2016large,
title={Large-scale cross-modality search via collective matrix factorization hashing},
author={Ding, Guiguang and Guo, Yuchen and Zhou, Jile and Gao, Yue},
journal={IEEE Transactions on Image Processing},
volume={25},
number={11},
pages={5427--5440},
year={2016},
publisher={IEEE}
}
- Mingsheng Long, Yue Cao, Jianmin Wang, Philip S Yu. Composite Correlation Quantization for Efficient Multimodal Retrieval. Special Interest Group on Information Retrieval, 2016 [paper][code] [bibtex]
@inproceedings{long2016composite,
title={Composite correlation quantization for efficient multimodal retrieval},
author={Long, Mingsheng and Cao, Yue and Wang, Jianmin and Yu, Philip S},
booktitle={Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval},
pages={579--588},
year={2016},
organization={ACM}
}
- Qing-Yuan Jiang, Wu-Jun Li. Deep cross-modal hashing. Computing Research Repository, 2016 [paper] [bibtex]
@article{jiang2016deep,
title={Deep cross-modal hashing},
author={Jiang, Qing-Yuan and Li, Wu-Jun},
journal={CoRR},
year={2016}
}
- Hong Liu, Rongrong Ji, Yongjian Wu, Gang Hua. Supervised matrix factorization for cross-modality hashing. arXiv, 2016 [paper] [bibtex]
@article{liu2016supervised,
title={Supervised matrix factorization for cross-modality hashing},
author={Liu, Hong and Ji, Rongrong and Wu, Yongjian and Hua, Gang},
journal={arXiv preprint arXiv:1603.05572},
year={2016}
}
- Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu, Qingfu Wen. Deep quantization network for efficient image retrieval. AAAI Conference on Artificial Intelligence, 2016 [paper] [bibtex]
@inproceedings{cao2016deep,
title={Deep Quantization Network for Efficient Image Retrieval.},
author={Cao, Yue and Long, Mingsheng and Wang, Jianmin and Zhu, Han and Wen, Qingfu},
booktitle={AAAI},
pages={3457--3463},
year={2016}
}
- Yue Cao, Mingsheng Long, Jianmin Wang, Han Zhu. Correlation Autoencoder Hashing for Supervised Cross-Modal Search. International Conference on Multimedia Retrieval, 2016 [paper] [bibtex]
@inproceedings{cao2016correlation,
title={Correlation autoencoder hashing for supervised cross-modal search},
author={Cao, Yue and Long, Mingsheng and Wang, Jianmin and Zhu, Han},
booktitle={Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval},
pages={197--204},
year={2016},
organization={ACM}
}
- Cong Leng, Jiaxiang Wu, Jian Cheng, Xi Zhang, Hanqing Lu. Hashing for distributed data. International Conference on Machine Learning, 2015 [paper] [bibtex]
@inproceedings{leng2015hashing,
title={Hashing for distributed data},
author={Leng, Cong and Wu, Jiaxiang and Cheng, Jian and Zhang, Xi and Lu, Hanqing},
booktitle={International Conference on Machine Learning},
pages={1642--1650},
year={2015}
}
- Cong Leng, Jian Cheng. Consensus hashing. Machine Learning, 2015 [paper] [bibtex]
@article{Leng2015Consensus,
title={Consensus hashing},
author={Leng, Cong and Cheng, Jian},
journal={Machine Learning},
volume={100},
number={2-3},
pages={379-398},
year={2015},
}
- Botong Wu, Qiang Yang, Wei-Shi Zheng, Yizhou Wang, Jingdong Wang. Quantized correlation hashing for fast cross-modal search. International Joint Conferences on Artificial Intelligence, 2015 [paper] [bibtex]
@inproceedings{wu2015quantized,
title={Quantized Correlation Hashing for Fast Cross-Modal Search.},
author={Wu, Botong and Yang, Qiang and Zheng, Wei-Shi and Wang, Yizhou and Wang, Jingdong},
booktitle={IJCAI},
pages={3946--3952},
year={2015}
}
- A Shrivastava, P Li . Asymmetric minwise hashing for indexing binary inner products and set containment. International Conference on World Wide Web, 2015 [paper] [bibtex]
@inproceedings{Shrivastava2015Asymmetric,
title={Asymmetric Minwise Hashing for Indexing Binary Inner Products and Set Containment},
author={Shrivastava, Anshumali and Li, Ping},
booktitle={International Conference on World Wide Web},
pages={981-991},
year={2015},
}
- Guiguang Ding, Yuchen Guo, Jile Zhou. Collective Matrix Factorization Hashing for Multimodal Data. IEEE Conference on Computer Vision and Pattern Recognition, 2014 [paper] [bibtex]
@inproceedings{ding2014collective,
title={Collective matrix factorization hashing for multimodal data},
author={Ding, Guiguang and Guo, Yuchen and Zhou, Jile},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={2075--2082},
year={2014}
}
- Jile Zhou, Guiguang Ding, Yuchen Guo. Latent semantic sparse hashing for cross-modal similarity search. Special Interest Group on Information Retrieval, 2014 [paper] [bibtex]
@inproceedings{zhou2014latent,
title={Latent semantic sparse hashing for cross-modal similarity search},
author={Zhou, Jile and Ding, Guiguang and Guo, Yuchen},
booktitle={Proceedings of the 37th international ACM SIGIR conference on Research \& development in information retrieval},
pages={415--424},
year={2014},
organization={ACM}
}
- Dongqing Zhang, Wu-Jun Li. Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization. AAAI Conference on Artificial Intelligence, 2014 [paper] [bibtex]
@inproceedings{zhang2014large,
title={Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization.},
author={Zhang, Dongqing and Li, Wu-Jun},
booktitle={AAAI},
volume={1},
number={2},
pages={7},
year={2014}
}
- Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen. Inter-media hashing for large-scale retrieval from heterogeneous data sources. Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data, 2013 [paper] [bibtex]
@inproceedings{song2013inter,
title={Inter-media hashing for large-scale retrieval from heterogeneous data sources},
author={Song, Jingkuan and Yang, Yang and Yang, Yi and Huang, Zi and Shen, Heng Tao},
booktitle={Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data},
pages={785--796},
year={2013},
organization={ACM}
}
- Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Xin Zhao. Linear cross-modal hashing for efficient multimedia search. ACM Multimedia Conference, 2013 [paper] [bibtex]
@inproceedings{zhu2013linear,
title={Linear cross-modal hashing for efficient multimedia search},
author={Zhu, Xiaofeng and Huang, Zi and Shen, Heng Tao and Zhao, Xin},
booktitle={Proceedings of the 21st ACM international conference on Multimedia},
pages={143--152},
year={2013},
organization={ACM}
}
Non-Vectorial Hashing
- Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. Hashing with angular reconstructive embeddings. IEEE Transactions on Image Processing, 2018 [paper] [bibtex]
@article{hu2018hashing,
title={Hashing with angular reconstructive embeddings},
author={Hu, Mengqiu and Yang, Yang and Shen, Fumin and Xie, Ning and Shen, Heng Tao},
journal={IEEE Transactions on Image Processing},
volume={27},
number={2},
pages={545--555},
year={2018},
publisher={IEEE}
}
- Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen. Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. MM(Proceedings of the 2017 ACM on Multimedia Conference), 2017 [paper] [bibtex]
@inproceedings{xu2017efficient,
title={Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval},
author={Xu, Ruicong and Yang, Yang and Shen, Fumin and Xie, Ning and Shen, Heng Tao},
booktitle={Proceedings of the 2017 ACM on Multimedia Conference},
pages={1354--1362},
year={2017},
organization={ACM}
}
- Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li. Learning binary codes with local and inner data structure. Neurocomputing, 2017 [paper] [bibtex]
@article{he2017learning,
title={Learning binary codes with local and inner data structure},
author={He, Shiyuan and Ye, Guo and Hu, Mengqiu and Yang, Yang and Shen, Fumin and Shen, Heng Tao and Li, Xuelong},
journal={Neurocomputing},
year={2017},
publisher={Elsevier}
}
- Chinmay Hegde, Piotr Indyk, Ludwig Schmidt. Fast recovery from a union of subspaces. Neural Information Processing Systems, 2016 [paper] [bibtex]
@inproceedings{hegde2016fast,
title={Fast recovery from a union of subspaces},
author={Hegde, Chinmay and Indyk, Piotr and Schmidt, Ludwig},
booktitle={Advances in Neural Information Processing Systems},
pages={4394--4402},
year={2016}
}
- Xianglong Liu, Junfeng He, Bo Lang. Multiple feature kernel hashing for large-scale visual search. Pattern Recognition, 2014 [paper] [bibtex]
@article{liu2014multiple,
title={Multiple feature kernel hashing for large-scale visual search},
author={Liu, Xianglong and He, Junfeng and Lang, Bo},
journal={Pattern Recognition},
volume={47},
number={2},
pages={748--757},
year={2014},
publisher={Elsevier}
}
- Jile Zhou, Guiguang Ding, Yuchen Guo, Qiang Liu, XinPeng Dong. Kernel-based supervised hashing for cross-view similarity search. IEEE International Conference on Multimedia and Expo, 2014 [paper] [bibtex]
@inproceedings{zhou2014kernel,
title={Kernel-based supervised hashing for cross-view similarity search},
author={Zhou, Jile and Ding, Guiguang and Guo, Yuchen and Liu, Qiang and Dong, XinPeng},
booktitle={Multimedia and Expo (ICME), 2014 IEEE International Conference on},
pages={1--6},
year={2014},
organization={IEEE}
}
- Cong Leng, Jian Cheng, Hanqing Lu. Random subspace for binary codes learning in large scale image retrieval. Special Interest Group on Information Retrieval, 2014 [paper] [bibtex]
@inproceedings{leng2014random,
title={Random subspace for binary codes learning in large scale image retrieval},
author={Leng, Cong and Cheng, Jian and Lu, Hanqing},
booktitle={Proceedings of the 37th international ACM SIGIR conference on Research \& development in information retrieval},
pages={1031--1034},
year={2014},
organization={ACM}
}
- Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Zhihong Zhang, Jian Cheng. Adaptive object retrieval with kernel reconstructive hashing. IEEE Conference on Computer Vision and Pattern Recognition, 2014 [paper] [bibtex]
@inproceedings{yang2014adaptive,
title={Adaptive object retrieval with kernel reconstructive hashing},
author={Yang, Haichuan and Bai, Xiao and Zhou, Jun and Ren, Peng and Zhang, Zhihong and Cheng, Jian},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
pages={1947--1954},
year={2014}
}
- Xianglong Liu, Junfeng He, Di Liu, Bo Lang. Compact kernel hashing with multiple features. ACM MM(Proceedings of the 20th ACM international conference on Multimedia), 2012 [paper] [bibtex]
@inproceedings{liu2012compact,
title={Compact kernel hashing with multiple features},
author={Liu, Xianglong and He, Junfeng and Liu, Di and Lang, Bo},
booktitle={Proceedings of the 20th ACM international conference on Multimedia},
pages={881--884},
year={2012},
organization={ACM}
}
- Junfeng He, Wei Liu, Shih-Fu Chang. Scalable similarity search with optimized kernel hashing. KDD(Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining), 2010 [paper] [bibtex]
@inproceedings{he2010scalable,
title={Scalable similarity search with optimized kernel hashing},
author={He, Junfeng and Liu, Wei and Chang, Shih-Fu},
booktitle={Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages={1129--1138},
year={2010},
organization={ACM}
}
- Fuhao Zou, Xiaoman Tang, Kai Li, Yunfei Wang, Jingkuan Song, Shuangyuan Yang, Hefei Ling. Hidden semantic hashing for fast retrieval over large scale document collection. Multimedia Tools and Applications, 2017 [paper] [bibtex]
@article{zou2017hidden,
title={Hidden semantic hashing for fast retrieval over large scale document collection},
author={Zou, Fuhao and Tang, Xiaoman and Li, Kai and Wang, Yunfei and Song, Jingkuan and Yang, Shuangyuan and Ling, Hefei},
journal={Multimedia Tools and Applications},
pages={1--21},
year={2017},
publisher={Springer}
}
- Qingshan Liu, Guangcan Liu, Lai Li, Xiaotong Yuan, Meng Wang, Wei Liu. Reversed Spectral Hashing. IEEE Transactions on Neural Networks and Learning Systems, 2017 [paper] [bibtex]
@article{liu2017reversed,
title={Reversed Spectral Hashing},
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