Title | Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching |
Author (Name in English or Pinyin) | |
Date Issued | 2019-12-31 |
Source Publication | IEEE Transactions on Neural Networks and Learning Systems |
ISSN | 2162-237X |
DOI | 10.1109/TNNLS.2019.2958061 |
Indexed By | SCIE |
Funding Project | 国家自然科学基金项目 |
Firstlevel Discipline | 计算机科学技术 |
Education discipline | 科技类 |
Published range | 国内公开发行 |
Volume Issue Pages | 1-15 |
References | [1] F. Shen, Y. Xu, L. Liu, Y. Yang, Z. Huang, and H. T. Shen, "Unsupervised deep hashing with similarity-adaptive and discrete optimization," IEEE Trans. Pattern Anal. Mach. Intell., vol. 40, no. 12, pp. 3034-3044, Dec. 2018. [2] C. Ma, I. W. Tsang, F. Shen, and C. Liu, "Error correcting input and output hashing," IEEE Trans. Cybern., vol. 49, no. 3, pp. 781-791, Mar. 2018. [3] Y. Cao, M. Long, J. Wang, and S. Liu, "Collective deep quantization for efficient cross-modal retrieval," in Proc. AAAI, 2017, pp. 3974-3980. [4] F. Shen et al., "Classification by retrieval: Binarizing data and classifiers," in Proc. ACM SIGIR, 2017, pp. 595-604. [5] D. Tao, X. Li, X. Wu, and S. J. Maybank, "General tensor discriminant analysis and Gabor features for gait recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 10, pp. 1700-1715, Oct. 2007. [6] J. Sanchez and F. Perronnin, "High-dimensional signature compression for large-scale image classification," in Proc. IEEE CVPR, Jun. 2011, pp. 1665-1672. [7] J. Li, B. Zhang, and D. Zhang, "Shared autoencoder Gaussian process latent variable model for visual classification," IEEE Trans. Neural Netw. Learn. Syst., vol. 29, no. 9, pp. 4272-4286, Sep. 2017. [8] A. Gionis, P. Indyk, and R. Motwani, "Similarity search in high dimensions via hashing," VLDB, vol. 99, no. 6, pp. 518-529, 1999. [9] W. Liu, J. Wang, S. Kumar, and S.-F. Chang, "Hashing with graphs," in Proc. ICML, 2011, pp. 1-8. [10] Y. Weiss, A. Torralba, and R. Fergus, "Spectral hashing," in Proc. NIPS, 2009, pp. 1753-1760. [11] W. Liu, C. Mu, S. Kumar, and S.-F. Chang, "Discrete graph hashing," in Proc. NIPS, 2014, pp. 3419-3427. [12] J.-P. Heo, Y. Lee, J. He, S.-F. Chang, and S.-E. Yoon, "Spherical hashing," in Proc. IEEE CVPR, Jun. 2012, pp. 2957-2964. [13] G. Lin, C. Shen, Q. Shi, A. Van den Hengel, and D. Suter, "Fast supervised hashing with decision trees for high-dimensional data," in Proc. IEEE CVPR, Jun. 2014, pp. 1963-1970. [14] F. Shen, C. Shen, W. Liu, and H. T. Shen, "Supervised discrete hashing," in Proc. IEEE CVPR, Jun. 2015, pp. 37-45. [15] A. Krizhevsky, I. Sutskever, and G. E. Hinton, "Imagenet classification with deep convolutional neural networks," in Proc. Adv. Neural Inf. Process. Syst. (NIPS), 2012, pp. 1097-1105. [16] J. Li, B. Zhang, G. Lu, and D. Zhang, "Dual asymmetric deep hashing learning," IEEE Access, vol. 7, pp. 113372-113384, 2019. [17] W.-J. Li, S. Wang, and W.-C. Kang, "Feature learning based deep supervised hashing with pairwise labels," 2015, arXiv:1511.03855. [Online]. Available: https://arxiv.org/abs/1511.03855 [18] J. Wang, T. Zhang, J. Song, N. Sebe, and H. T. Shen, "A survey on learning to hash," IEEE Trans. Pattern Anal. Mach. Intell., vol. 40, no. 4, pp. 769-790, Apr. 2018. [19] Q.-Y. Jiang and W.-J. Li, "Asymmetric deep supervised hashing," 2017, arXiv:1707.08325. [Online]. Available: https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/viewPaper/17296 [20] Y. Cao, M. Long, J. Wang, and P. S. Yu, "Correlation hashing network for efficient cross-modal retrieval," 2016, arXiv:1602.06697. [Online]. Available: https://arxiv.org/abs/1602.06697 [21] Y. He, S. Xiang, C. Kang, J. Wang, and C. Pan, "Cross-modal retrieval via deep and bidirectional representation learning," IEEE Trans. Multimedia, vol. 18, no. 7, pp. 1363-1377, Jul. 2016. [22] B. Kulis and K. Grauman, "Kernelized locality-sensitive hashing for scalable image search," in Proc. IEEE ICCV, Sep./Oct. 2009, pp. 2130-2137. [23] A. Z. Broder, "On the resemblance and containment of documents," in Proc. Compress. Complex. SEQUENCES, Jun. 1997, pp. 21-29. [24] M. S. Charikar, "Similarity estimation techniques from rounding algorithms," in Proc. Annu. ACM Symp. Theory Comput., 2002, pp. 380-388. [25] M. Datar, N. Immorlica, P. Indyk, and V. S. Mirrokni, "Locality-sensitive hashing scheme based on p-stable distributions," in Proc. Annu. Symp. Comput. Geometry, 2004, pp. 253-262. [26] Z. Jin, C. Li, Y. Lin, and D. Cai, "Density sensitive hashing," IEEE Trans. Cybern., vol. 44, no. 8, pp. 1362-1371, Aug. 2014. [27] Q.-Y. Jiang and W.-J. Li, "Scalable graph hashing with feature transformation," in Proc. IJCAI, 2015, pp. 2248-2254. [28] Y. Gong, S. Lazebnik, A. Gordo, and F. Perronnin, "Iterative quantization: A procrustean approach to learning binary codes for large-scale image retrieval," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 12, pp. 2916-2929, Dec. 2013. [29] W. Kong and W.-J. Li, "Double-bit quantization for hashing," in Proc. Conf. Artif. Intell. (AAAI), 2012, vol. 1, no. 2, p. 5. [30] M. Hu, Y. Yang, F. Shen, N. Xie, and H. T. Shen, "Hashing with angular reconstructive embeddings," IEEE Trans. Image Process., vol. 27, no. 2, pp. 545-555, Feb. 2018. [31] W. Liu, J. Wang, R. Ji, Y.-G. Jiang, and S.-F. Chang, "Supervised hashing with kernels," in Proc. IEEE CVPR, Jun. 2012, pp. 2074-2081. [32] W.-C. Kang, W.-J. Li, and Z.-H. Zhou, "Column sampling based discrete supervised hashing," in Proc. AAAI, 2016, pp. 1230-1236. [33] Y. Luo, Y. Yang, F. Shen, Z. Huang, P. Zhou, and H. T. Shen, "Robust discrete code modeling for supervised hashing," Pattern Recognit., vol. 75, pp. 128-135, Mar. 2018. [34] V. E. Liong, J. Lu, G. Wang, P. Moulin, and J. Zhou, "Deep hashing for compact binary codes learning," in Proc. CVPR, Jun. 2015, pp. 2475-2483. [35] R. Zhang, L. Lin, R. Zhang, W. Zuo, and L. Zhang, "Bit-scalable deep hashing with regularized similarity learning for image retrieval and person re-identification," IEEE Trans. Image Process., vol. 24, no. 12, pp. 4766-4779, Dec. 2015. [36] H. Zhu, M. Long, J. Wang, and Y. Cao, "Deep hashing network for efficient similarity retrieval," in Proc. AAAI, 2016, pp. 2415-2421. [37] H. Liu, R. Wang, S. Shan, and X. Chen, "Deep supervised hashing for fast image retrieval," in Proc. CVPR, Jun. 2016, pp. 2064-2072. [38] R. Xia, Y. Pan, H. Lai, C. Liu, and S. Yan, "Supervised hashing for image retrieval via image representation learning," Assoc. Adv. Artif. Intell., vol. 1, no. 1, pp. 2156-2162, 2014. [39] F. Shen, X. Gao, L. Liu, Y. Yang, and H. T. Shen, "Deep asymmetric pairwise hashing," in Proc. 25th ACM Int. Conf. Multimedia, 2017, pp. 1522-1530. [40] F. Shen, Y. Yang, L. Liu, W. Liu, D. Tao, and H. T. Shen, "Asymmetric binary coding for image search," IEEE Trans. Multimedia, vol. 19, no. 9, pp. 2022-2032, Sep. 2017. [41] F. Zhao, Y. Huang, L. Wang, and T. Tan, "Deep semantic ranking based hashing for multi-label image retrieval," in Proc. CVPR, Jun. 2015, pp. 1556-1564. [42] Y. Gu, H. Zhang, Z. Zhang, and Q. Ye, "Unsupervised deep triplet hashing with pseudo triplets for scalable image retrieval," in Multimedia Tools and Applications. Amsterdam, The Netherlands: Springer, 2019, pp. 1-22. [43] J.-P. Heo, Y. Lee, J. He, S.-F. Chang, and S.-E. Yoon, "Spherical Hashing: Binary Code Embedding with Hyperspheres," IEEE Trans. Pattern Anal. Mach. Intell., vol. 37, no. 11, pp. 2304-2316, Nov. 2015. [44] A. Gordo, F. Perronnin, Y. Gong, and S. Lazebnik, "Asymmetric distances for binary embeddings," IEEE Trans. Pattern Anal. Mach. Intell., vol. 36, no. 1, pp. 33-47, Jan. 2014. [45] K. Chatfield, K. Simonyan, A. Vedaldi, and A. Zisserman, "Return of the devil in the details: Delving deep into convolutional nets," 2014, arXiv:1405.3531. [Online]. Available: https://arxiv.org/abs/1405.3531 [46] A. Vedaldi and K. Lenc, "Matconvnet: Convolutional neural networks for MATLAB," in Proc. ACMMM, 2015, pp. 689-692. [47] A. Krizhevsky and G. Hinton, "Learning multiple layers of features from tiny images," Univ. Toronto, Toronto, ON, USA, Tech. Rep., 2009. [48] T.-S. Chua, J. Tang, R. Hong, H. Li, Z. Luo, and Y. Zheng, "Nus-wide: A real-world Web image database from National University of Singapore," in Proc. ACM Int. Conf. Image Video Retr., 2009, p. 48. [49] H. J. Escalante et al., "The segmented and annotated IAPR TC-12 benchmark," Comput. Vis. Image Understand., vol. 114, no. 4, pp. 419-428, 2010. [50] M. J. Huiskes and M. S. Lew, "The mir flickr retrieval evaluation," in Proc. ACMMIR, 2008, pp. 39-43. [51] Q.-Y. Jiang and W.-J. Li, "Deep cross-modal hashing," 2016, arXiv:1602.02255. [Online]. Available: http://openaccess.thecvf.com/content-cvpr-2017/html/Jiang-Deep-Cross-Modal-Hashing-CVPR-2017-paper.html [52] E. J. Candès, X. Li, Y. Ma, and J. Wright, "Robust principal component analysis?" J. ACM, vol. 58, no. 3, p. 11, May 2011. |
Citation statistics | |
Document Type | Journal article |
Identifier | https://irepository.cuhk.edu.cn/handle/3EPUXD0A/861 |
Collection | School of Science and Engineering School of Data Science |
Corresponding Author | David Zhang |
Affiliation | 1.理工学院 2.University of Science and Technology of China, Hefei 230000, China 3.Department of Computer and Information Science, University of Macau, Macau 999078, China 4.Department of Computer Science, Harbin Institute of Technology Shenzhen Graduate School 5.Department of Computing, The Hong Kong Polytechnic University, Hong Kong 6.University of Science and Technology of China 7.数据科学学院 |
First Author Affilication | School of Science and Engineering |
Corresponding Author Affilication | School of Data Science |
Recommended Citation GB/T 7714 | Jinxing Li,Bob Zhang,Guangming Luet al. Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching[J]. IEEE Transactions on Neural Networks and Learning Systems,2019. |
APA | Jinxing Li., Bob Zhang., Guangming Lu., Jane You., Yong Xu., .. & David Zhang. (2019). Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching. IEEE Transactions on Neural Networks and Learning Systems. |
MLA | Jinxing Li,et al."Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching".IEEE Transactions on Neural Networks and Learning Systems (2019). |
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