Deep hashing by discriminating hard examples

Deep hashing by discriminating hard examples

This paper tackles a rarely explored but critical problem within learning to hash, i.e., to learn hash codes that effectively discriminate hard similar and dissimilar examples, to empower large-scale image retrieval. Hard similar examples refer to image pairs from the same semantic class that demons...

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書目詳細資料
Main Authors:	YAN, Cheng, PANG, Guansong, BAI, Xiao, SHEN, Chunhua, ZHOU, Jun, HANCOCK, Edwin
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2019
主題:	Image Retrieval Deep Hashing Hard Examples Hinge Loss Databases and Information Systems Data Storage Systems
在線閱讀:	https://ink.library.smu.edu.sg/sis_research/7139 https://ink.library.smu.edu.sg/context/sis_research/article/8142/viewcontent/3343031.3350927.pdf
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