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» Improving Bag-of-Features for Large Scale Image Search
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ICCV
2009
IEEE
14 years 7 months ago
Efficient indexing for large scale visual search
With the popularity of "bag of visual terms" representations of images, many text indexing techniques have been applied in large-scale image retrieval systems. However, ...
Xiao Zhang, Zhiwei Li, Lei Zhang, Wei-Ying Ma, Heu...
ECCV
2010
Springer
14 years 11 months ago
Improving the Fisher Kernel for Large-Scale Image Classification
Abstract. The Fisher kernel (FK) is a generic framework which combines the benefits of generative and discriminative approaches. In the context of image classification the FK was s...
CVPR
2008
IEEE
15 years 11 months ago
Lost in quantization: Improving particular object retrieval in large scale image databases
The state of the art in visual object retrieval from large databases is achieved by systems that are inspired by text retrieval. A key component of these approaches is that local ...
James Philbin, Ondrej Chum, Michael Isard, Josef S...
SISAP
2009
IEEE
134views Data Mining» more  SISAP 2009»
15 years 4 months ago
Searching by Similarity and Classifying Images on a Very Large Scale
—In the demonstration we will show a system for searching by similarity and automatically classifying images in a very large dataset. The demonstrated techniques are based on the...
Giuseppe Amato, Pasquale Savino
WACV
2007
IEEE
15 years 3 months ago
Clustering Billions of Images with Large Scale Nearest Neighbor Search
Ting Liu, Charles R. Rosenberg, Henry A. Rowley