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» Improving Bag-of-Features for Large Scale Image Search
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VLC
2008
118views more  VLC 2008»
14 years 9 months ago
Interactive access to large image collections using similarity-based visualization
Image collections are getting larger and larger. To access those collections, systems for managing, searching, and browsing are necessary. Visualization plays an essential role in...
Giang P. Nguyen, Marcel Worring
ECCV
2010
Springer
15 years 29 days ago
What does classifying more than 10,000 image categories tell us?
Image classification is a critical task for both humans and computers. One of the challenges lies in the large scale of the semantic space. In particular, humans can recognize tens...
ILP
2007
Springer
15 years 3 months ago
Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming
Stochastically searching the space of candidate clauses is an appealing way to scale up ILP to large datasets. We address an approach that uses a Bayesian network model to adaptive...
Louis Oliphant, Jude W. Shavlik
DICTA
2003
14 years 11 months ago
Improved Automatic Skin Detection in Color Images
Abstract. Mahalanobis distance has already proved its strength in human skin detection using a set of skin values. We present this work that uses automatic skin detection after an ...
Filipe Tomaz, Tiago Candeias, Hamid Shahbazkia
CVPR
2010
IEEE
14 years 11 months ago
Compact Projection: Simple and Efficient Near Neighbor Search with Practical Memory Requirements
Image similarity search is a fundamental problem in computer vision. Efficient similarity search across large image databases depends critically on the availability of compact ima...
Kerui Min, Linjun Yang, John Wright, Lei Wu, Xian-...