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» Vocabulary-based hashing for image search
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CVPR
2011
IEEE
12 years 8 months ago
Compact Hashing with Joint Optimization of Search Accuracy and Time
Similarity search, namely, finding approximate nearest neighborhoods, is the core of many large scale machine learning or vision applications. Recently, many research results dem...
Junfeng He, Regunathan Radhakrishnan, Shih-Fu Chan...
CVPR
2012
IEEE
11 years 7 months ago
Fast search in Hamming space with multi-index hashing
There has been growing interest in mapping image data onto compact binary codes for fast near neighbor search in vision applications. Although binary codes are motivated by their ...
Mohammad Emtiyaz Norouzi, Ali Punjani, David J. Fl...
SIGIR
2012
ACM
11 years 7 months ago
Boosting multi-kernel locality-sensitive hashing for scalable image retrieval
Similarity search is a key challenge for multimedia retrieval applications where data are usually represented in high-dimensional space. Among various algorithms proposed for simi...
Hao Xia, Pengcheng Wu, Steven C. H. Hoi, Rong Jin
CVPR
2012
IEEE
11 years 7 months ago
Spherical hashing
Many binary code encoding schemes based on hashing have been actively studied recently, since they can provide efficient similarity search, especially nearest neighbor search, an...
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Ch...
ICMCS
2006
IEEE
188views Multimedia» more  ICMCS 2006»
13 years 10 months ago
Large-Scale Duplicate Detection for Web Image Search
Finding visually identical images in large image collections is important for many applications such as intelligence propriety protection and search result presentation. Several a...
Bin Wang, Zhiwei Li, Mingjing Li, Wei-Ying Ma