Keyword

deep hashing

Description: A deep-learning method that maps data, such as images or text, to compact binary codes for efficient retrieval and similarity search.

Primary topic: Advanced Image and Video Retrieval Techniques (78%)

OpenAlex ID: keywords/deep-hashing

Deep Hashing Network for Unsupervised Domain Adaptation

2017 · Hemanth Venkateswara, Jose Eusebio, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,116

Deep hashing for compact binary codes learning

2015 · Venice Erin Liong, Jiwen Lu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 547

Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification

2015 · Ruimao Zhang, Liang Lin, et al. · IEEE Transactions on Image Processing · 505

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Deep Multi-View Enhancement Hashing for Image Retrieval

2020 · Chenggang Yan, Biao Gong, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 504

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Feature Learning based Deep Supervised Hashing with Pairwise Labels

2015 · Li, Wu-Jun, Wang, Sheng, et al. · arXiv (Cornell University) · 439

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Deep Cauchy Hashing for Hamming Space Retrieval

2018 · Yue Cao, Mingsheng Long, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 388

Deep Fuzzy Hashing Network for Efficient Image Retrieval

2020 · Huimin Lu, Ming Zhang, et al. · IEEE Transactions on Fuzzy Systems · 339

Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks

2017 · Huei-Fang Yang, Kevin Lin, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 314

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A Survey on Deep Hashing Methods

2022 · Xiao Luo, Haixin Wang, et al. · ACM Transactions on Knowledge Discovery from Data · 239

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Deep Supervised Discrete Hashing

2017 · Li, Qi, Sun, Zhenan, et al. · arXiv (Cornell University) · 228

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Deep Supervised Hashing with Triplet Labels

2017 · Xiaofang Wang, Yi Shi, et al. · Lecture notes in computer science · 222

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Joint-modal Distribution-based Similarity Hashing for Large-scale Unsupervised Deep Cross-modal Retrieval

2020 · Song Liu, Shengsheng Qian, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 218

Binary Generative Adversarial Networks for Image Retrieval

2018 · Jingkuan Song, Tao He, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 204

Unsupervised Contrastive Cross-modal Hashing

2022 · Peng Hu, Hongyuan Zhu, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 196

Improved Deep Hashing With Soft Pairwise Similarity for Multi-Label Image Retrieval

2019 · Zheng Zhang, Qin Zou, et al. · IEEE Transactions on Multimedia · 196

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Weakly-supervised Semantic Guided Hashing for Social Image Retrieval

2020 · Zechao Li, Jinhui Tang, et al. · International Journal of Computer Vision · 192

Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval

2018 · Gengshen Wu, Zijia Lin, et al. · International Joint Conference on Artificial Intelligence · 175

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Scalable Deep Hashing for Large-Scale Social Image Retrieval

2019 · Hui Cui, Lei Zhu, et al. · IEEE Transactions on Image Processing · 174

Deep Collaborative Multi-View Hashing for Large-Scale Image Search

2020 · Lei Zhu, Xu Lu, et al. · IEEE Transactions on Image Processing · 171

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval

2018 · Yansheng Li, Yongjun Zhang, et al. · IEEE Transactions on Geoscience and Remote Sensing · 170

Unsupervised Semantic-Preserving Adversarial Hashing for Image Search

2019 · Cheng Deng, Erkun Yang, et al. · IEEE Transactions on Image Processing · 167

Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNN

2018 · Shupeng Su, Chao Zhang, et al. · neural information processing systems · 165

SSDH: Semi-Supervised Deep Hashing for Large Scale Image Retrieval

2017 · Jian Zhang, Yuxin Peng · IEEE Transactions on Circuits and Systems for Video Technology · 156

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SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval

2018 · Peng Xu, Yongye Huang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 132

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SCRATCH: A Scalable Discrete Matrix Factorization Hashing Framework for Cross-Modal Retrieval

2019 · Zhen-Duo Chen, Chuan-Xiang Li, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 128

Works count: 1,010

Citation count: 19,730