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MICCAI
2009
Springer
15 years 9 months ago
Time-of-Flight 3-D Endoscopy
Abstract. This paper describes the first accomplishment of the Timeof-Flight (ToF) measurement principle via endoscope optics. The applicability of the approach is verified by in-v...
Jochen Penne, Kurt Höller, Michael Stürm...
ISVC
2009
Springer
15 years 6 months ago
Reconstruction of Facial Shape from Freehand Multi-viewpoint Snapshots
We propose a method that can reconstruct both a 3D facial shape and camera poses from freehand multi-viewpoint snapshots. This method is based on Active Shape Model (ASM) using a f...
Seiji Suzuki, Hideo Saito, Masaaki Mochimaru
ISBI
2009
IEEE
15 years 6 months ago
Transrectal Ultrasound Prostate Biopsy Tracking with Efficient and Accurate Deformation Estimation
Prostate cancer is the most frequent cancer for men and the second cause of cancer death. Confirmation of cancer requires transrectal prostate biopsies. Tracking systems for tran...
Michael Baumann, Pierre Mozer, Vincent Daanen, Joc...
ICML
2009
IEEE
16 years 26 days ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
MMM
2009
Springer
186views Multimedia» more  MMM 2009»
15 years 6 months ago
A New Multiple Kernel Approach for Visual Concept Learning
In this paper, we present a novel multiple kernel method to learn the optimal classification function for visual concept. Although many carefully designed kernels have been propose...
Jingjing Yang, Yuanning Li, YongHong Tian, Lingyu ...