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» Pruning SIFT for Scalable Near-duplicate Image Matching
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TCSV
2010
12 years 11 months ago
Near Duplicate Identification With Spatially Aligned Pyramid Matching
Abstract--A new framework, termed Spatially Aligned Pyramid Matching (SAPM), is proposed for Near Duplicate Image Identification. The proposed method robustly handles spatial shift...
Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, ...
ADC
2007
Springer
170views Database» more  ADC 2007»
13 years 11 months ago
Pruning SIFT for Scalable Near-duplicate Image Matching
The detection of image versions from large image collections is a formidable task as two images are rarely identical. Geometric variations such as cropping, rotation, and slight p...
Jun Jie Foo, Ranjan Sinha
CIVR
2007
Springer
273views Image Analysis» more  CIVR 2007»
13 years 11 months ago
Scalable near identical image and shot detection
This paper proposes and compares two novel schemes for near duplicate image and video-shot detection. The first approach is based on global hierarchical colour histograms, using ...
Ondrej Chum, James Philbin, Michael Isard, Andrew ...
MM
2010
ACM
462views Multimedia» more  MM 2010»
13 years 4 months ago
KPB-SIFT: a compact local feature descriptor
Invariant feature descriptors such as SIFT and GLOH have been demonstrated to be very robust for image matching and object recognition. However, such descriptors are typically of ...
Gangqiang Zhao, Ling Chen, Gencai Chen, Junsong Yu...
ICCV
2007
IEEE
14 years 6 months ago
Discriminant Embedding for Local Image Descriptors
Invariant feature descriptors such as SIFT and GLOH have been demonstrated to be very robust for image matching and visual recognition. However, such descriptors are generally par...
Gang Hua, Matthew Brown, Simon A. J. Winder