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» Dataset Issues in Object Recognition
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126
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VIIP
2001
15 years 5 months ago
Aligning Large-scale Medical and Biological Data Sets: Exploring a Monkey Brain
This project addresses the issue of developing interactive rendering methods for datasets which cannot be stored on a single hard drive or in main memory anymore. Our dataset is a...
Dmitry Shulga, Joerg Meyer
CVPR
2005
IEEE
16 years 5 months ago
Histograms of Oriented Gradients for Human Detection
We study the question of feature sets for robust visual object recognition, adopting linear SVM based human detection as a test case. After reviewing existing edge and gradient ba...
Navneet Dalal, Bill Triggs
181
Voted
CVPR
2012
IEEE
13 years 6 months ago
Are we ready for autonomous driving? The KITTI vision benchmark suite
Today, visual recognition systems are still rarely employed in robotics applications. Perhaps one of the main reasons for this is the lack of demanding benchmarks that mimic such ...
Andreas Geiger, Philip Lenz, Raquel Urtasun
KDD
2008
ACM
192views Data Mining» more  KDD 2008»
16 years 4 months ago
Partial least squares regression for graph mining
Attributed graphs are increasingly more common in many application domains such as chemistry, biology and text processing. A central issue in graph mining is how to collect inform...
Hiroto Saigo, Koji Tsuda, Nicole Krämer
155
Voted
CAIP
2009
Springer
220views Image Analysis» more  CAIP 2009»
15 years 10 months ago
Rotation Invariant Texture Classification Using Binary Filter Response Pattern (BFRP)
Using statistical textons for texture classification has shown great success recently. The maximal response 8 (MR8) method, which extracts an 8-dimensional feature set from 38 filt...
Zhenhua Guo, Lei Zhang, David Zhang