Discriminative coupled dictionary hashing for fast cross-media retrieval

Keywords

Hamming space, Computer science, Hash function, Discriminative model, Locality-sensitive hashing

References

• An analysis of approximations for maximizing submodular set functions—IGeorge L. Nemhauser, Laurence A. Wolsey, Marshall L. Fisher — 1978
• Self-taught hashing for fast similarity searchDell Zhang, Jun Wang, Deng Cai — 2010
• Data fusion through cross-modality metric learning using similarity-sensitive hashingMichael M. Bronstein, Alexander M. Bronstein, Fabrice Michel — 2010
• Submodular dictionary learning for sparse codingZhuolin Jiang, Guangxiao Zhang, L.S. Davis — 2012
• Spline Regression Hashing for Fast Image SearchYang Liu, Fei Wu, Yi Yang — 2012
• Semantic hashing using tags and topic modelingQifan Wang, Dan Zhang, Luo Si — 2013
• Image Transformation Based on Learning Dictionaries across Image SpacesKui Jia, Xiaogang Wang, Xiaoou Tang — 2013
• Sparse Multi-Modal HashingFei Wu, Yu Zhou, Yi Yang — 2014
• Comparing apples to oranges: a scalable solution with heterogeneous hashingMingdong Ou, Peng Cui, Fei Wang — 2013
• Near-Optimal Hashing Algorithms for Approximate Nearest Neighbor in High DimensionsAlexandr Andoni, Piotr Indyk — 2006
• A low rank structural large margin method for cross-modal rankingXinyan Lu, Fei Wu, Siliang Tang — 2013
• Semi-supervised hashing for scalable image retrievalJun Wang, Sanjiv Kumar, Shih‐Fu Chang — 2010
• A probabilistic model for multimodal hash function learningYi Zhen, Dit‐Yan Yeung — 2012
• Multiple feature hashing for real-time large scale near-duplicate video retrievalJingkuan Song, Yi Yang, Zi Huang — 2011
• Iterative quantization: A procrustean approach to learning binary codesYunchao Gong, Svetlana Lazebnik — 2011
• A new approach to cross-modal multimedia retrievalNikhil Rasiwasia, José Costa Pereira, Emanuele Coviello — 2010
• Mining Semantic Correlation of Heterogeneous Multimedia Data for Cross-Media RetrievalYueting Zhuang, Yi Yang, Fei Wu — 2008
• Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesisShenlong Wang, Lei Zhang, Yan Liang — 2012
• Robust Face Recognition via Sparse RepresentationJohn Wright, A. Yang, Arvind Ganesh — 2009
• Regression Shrinkage and Selection via the LassoRobert Tibshirani — 1996

Cited by

• Cross-View Retrieval via Probability-Based Semantics-Preserving HashingZijia Lin, Guiguang Ding, Jungong Han — 2017
• Kernelized sparse hashing for scalable image retrievalYin Zhang⋆, Weiming Lü, Yang Liu — 2016
• Compositional Correlation Quantization for Large-Scale Multimodal SearchMingsheng Long, Jianmin Wang, Philip S. Yu — 2015
• Semantics-preserving hashing for cross-view retrievalZijia Lin, Guiguang Ding, Mingqing Hu — 2015
• Transitive Transfer LearningBen Tan, Yangqiu Song, Erheng Zhong — 2015
• Cross-Media Hashing with Neural NetworksYueting Zhuang, Yu Zhou, Wei Wang — 2014
• Semantic Boosting Cross-Modal Hashing for efficient multimedia retrievalKe Wang, Jun Tang, Nian Wang — 2016
• Joint Feature Selection and Subspace Learning for Cross-Modal RetrievalKaiye Wang, Ran He, Liang Wang — 2016
• SIMIR: New mean SIFT color multi-clustering image retrievalHadjer Lacheheb, Saliha Aouat — 2017
• Multiple kernel visual-auditory representation learning for retrievalHong Zhang, Wenping Zhang, Wenhe Liu — 2016
• A deep semantic framework for multimodal representation learningCheng Wang, Haojin Yang, Christoph Meinel — 2016
• A Mixed Generative-Discriminative Based Hashing MethodQi Zhang, Yang Wang, Jin Qian — 2016
• Accelerated Manhattan hashing via bit-remapping with location informationWenshuo Chen, Guiguang Ding, Zijia Lin — 2015
• Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic AggregationHua Yan, Shuhui Wang, Siyuan Liu — 2016
• Cross-Modal Retrieval With CNN Visual Features: A New BaselineYunchao Wei, Yao Zhao, Canyi Lu — 2017
• Self-Paced Cross-Modal Subspace MatchingJian Liang, Zhihang Li, Dong Cao — 2016
• Composite Correlation Quantization for Efficient Multimodal RetrievalMingsheng Long, Yue Cao, Jianmin Wang — 2015
• Cross-Modal Retrieval via Deep and Bidirectional Representation LearningYonghao He, Shiming Xiang, Cuicui Kang — 2016
• Supervised Matrix Factorization Hashing for Cross-Modal RetrievalJun Tang, Ke Wang, Ling Shao — 2016
• Deep Visual-Semantic Hashing for Cross-Modal RetrievalYue Cao, Mingsheng Long, Jianmin Wang — 2016

Related papers

• An Improved Deep Supervised Hashing Method for Hamming Space RetrievalXiangdong Lin, Wei Zou, Nan Hu — 2020
• Separated Variational Hashing Networks for Cross-Modal RetrievalPeng Hu, Xu Wang, Liangli Zhen — 2019
• Two-Stage Supervised Discrete Hashing for Cross-Modal RetrievalDonglin Zhang, Xiao‐Jun Wu, Tianyang Xu — 2022
• K-Means Hashing: An Affinity-Preserving Quantization Method for Learning Binary Compact CodesKaiming He, Fang Wen, Jian Sun — 2013
• Two-phase mapping hashingWing W. Y. Ng, Yueming Lv, Daniel Yeung — 2015
• Deep Cauchy Hashing for Hamming Space RetrievalYue Cao, Mingsheng Long, Bin Liu — 2018
• Improved Search in Hamming Space using Deep Multi-Index HashingHanjiang Lai, Yan Pan — 2017
• Order preserving hashing for approximate nearest neighbor searchJianfeng Wang, Jingdong Wang, Nenghai Yu — 2013
• Hashing With Pairwise Correlation Learning and ReconstructionXiao-Jiao Mao, Yu-Bin Yang, Ning Li — 2017
• Kernelised supervised context hashingYunqiang Li, Yufei Zha, Bing Qin — 2016