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BMCV
2000
Springer
16 years 1 days ago
Towards a Computational Model for Object Recognition in IT Cortex
First IEEE International Workshop on Biologically Motivated Computer Vision, Seoul, Korea (May 2000). There is considerable evidence that object recognition in primates is based o...
David G. Lowe
DRR
2008
15 years 9 months ago
Whole-book recognition using mutual-entropy-driven model adaptation
We describe an approach to unsupervised high-accuracy recognition of the textual contents of an entire book using fully automatic mutual-entropy-based model adaptation. Given imag...
Pingping Xiu, Henry S. Baird
MM
2010
ACM
146views Multimedia» more  MM 2010»
15 years 8 months ago
Understanding the security and robustness of SIFT
Many content-based retrieval systems (CBIRS) describe images using the SIFT local features because of their very robust recognition capabilities. While SIFT features proved to cop...
Thanh-Toan Do, Ewa Kijak, Teddy Furon, Laurent Ams...
CIVR
2007
Springer
164views Image Analysis» more  CIVR 2007»
16 years 1 months ago
Inducing a perceptual relevance shape classifier
In this paper, we develop a system to classify the outputs of image segmentation algorithms as perceptually relevant or perceptually irrelevant with respect to human perception. T...
Victoria J. Hodge, John P. Eakins, James Austin
ICCV
2009
IEEE
1103views Computer Vision» more  ICCV 2009»
16 years 11 months ago
Piecewise-Consistent Color Mappings of Images Acquired Under Various Conditions
Many applications in computer vision require comparisons between two images of the same scene. Comparison applications usually assume that corresponding regions in the two image...
S. Kagarlitsky, Y. Moses, and Y. Hel-Or