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118
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ICPR
2008
IEEE
15 years 10 months ago
GA based feature generation for training cascade object detector
Viola et al. have introduced a fast object detection scheme based on a boosted cascade of haar-like features. In this paper, we introduce a novel ternary feature that enriches the...
Qian Chen, Haiyuan Wu, Toshikazu Wada, Kazuyuki Ma...
102
Voted
ICPR
2008
IEEE
15 years 10 months ago
A device enhancing and denoising algorithm for X-ray cardiac fluoroscopy
In X-ray interventional imaging, improved denoising enables lower X-ray dose and better visualization, resulting in increased confidence in the therapeutic act. This article focu...
Vincent Bismuth, Régis Vaillant
127
Voted
ICPR
2008
IEEE
15 years 10 months ago
Kernel Bisecting k-means clustering for SVM training sample reduction
This paper presents a new algorithm named Kernel Bisecting k-means and Sample Removal (KBK-SR) as a sampling preprocessing for SVM training to improve the scalability. The novel c...
Xiao-Zhang Liu, Guo-Can Feng
136
Voted
ICRA
2008
IEEE
166views Robotics» more  ICRA 2008»
15 years 10 months ago
Quasiperiodic predictive filtering for robot-assisted beating heart surgery
— Beating heart procedures promise significant health benefits to patients but the fast motion of the heart poses a serious challenge to the surgeon. Robotic motion synchroniza...
Shelten G. Yuen, Paul M. Novotny, Robert D. Howe
151
Voted
ICRA
2008
IEEE
170views Robotics» more  ICRA 2008»
15 years 10 months ago
Human detection using iterative feature selection and logistic principal component analysis
— We present a fast feature selection algorithm suitable for object detection applications where the image being tested must be scanned repeatedly to detected the object of inter...
Wael Abd-Almageed, Larry S. Davis