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CVPR
2004
IEEE
16 years 8 months ago
Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting
We assess the applicability of several popular learning methods for the problem of recognizing generic visual categories with invariance to pose, lighting, and surrounding clutter...
Fu Jie Huang, Léon Bottou, Yann LeCun
ICIP
2005
IEEE
16 years 8 months ago
Bounding box splitting for robust shape classification
This paper presents a fast method to compute homeomorphisms between 2D lattices and shapes found in binary images. Unlike many other methods, this mapping is not restricted to sim...
Christian Bauckhage, John K. Tsotsos

Dataset
764views
15 years 10 months ago
PItowns: Evaluation database for sign detection
Traffic Image database for the evaluation of road signs extraction algorithms. In any publication related to the use of this image database, your are kindly requested to cite the ...
PAMI
2006
132views more  PAMI 2006»
15 years 6 months ago
Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance
This paper presents a novel pattern recognition framework by capitalizing on dimensionality increasing techniques. In particular, the framework integrates Gabor image representatio...
Chengjun Liu
CBMS
2004
IEEE
15 years 10 months ago
Real-Time Matching of Angiographies with In Situ Heart Image Sequences
Coronary angiography has become an important tool in modern medicine by providing an additional modality for heart disease diagnostics. Even though the recorded images (or image s...
Istvan Nagy, Alois Knoll, Robert Bauernschmitt, Ev...