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CVPR
2010
IEEE
14 years 4 months ago
Aggregating local descriptors into a compact image representation
We address the problem of image search on a very large scale, where three constraints have to be considered jointly: the accuracy of the search, its efficiency, and the memory usag...
Hervé Jégou, Matthijs Douze, Cordelia Schmid and...
AAAI
2006
13 years 8 months ago
Improve Web Search Using Image Snippets
The Web has become the largest information repository over the world. Therefore, effectively and efficiently searching the Web becomes a key challenge. Previous research on Web se...
Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
SIGMOD
2002
ACM
219views Database» more  SIGMOD 2002»
14 years 7 months ago
Efficient k-NN search on vertically decomposed data
Applications like multimedia retrieval require efficient support for similarity search on large data collections. Yet, nearest neighbor search is a difficult problem in high dimen...
Arjen P. de Vries, Nikos Mamoulis, Niels Nes, Mart...
ADL
2000
Springer
251views Digital Library» more  ADL 2000»
13 years 11 months ago
Efficient Similarity Search in Digital Libraries
Digital libraries are a core information technology. When the stored data is complex, e.g. high-resolution images or molecular protein structures, simple query types like the exac...
Christian Böhm, Bernhard Braunmüller, Ha...
ICMCS
2009
IEEE
205views Multimedia» more  ICMCS 2009»
13 years 4 months ago
Bregman vantage point trees for efficient nearest Neighbor Queries
Nearest Neighbor (NN) retrieval is a crucial tool of many computer vision tasks. Since the brute-force naive search is too time consuming for most applications, several tailored d...
Frank Nielsen, Paolo Piro, Michel Barlaud