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» Algorithms for Implicit Deformable Models
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IVC
2007
142views more  IVC 2007»
15 years 20 days ago
Fast stochastic optimization for articulated structure tracking
Recently, an optimization approach for fast visual tracking of articulated structures based on Stochastic Meta-Descent (SMD) [7] has been presented. SMD is a gradient descent with...
Matthieu Bray, Esther Koller-Meier, Nicol N. Schra...
109
Voted
ICIP
2003
IEEE
16 years 2 months ago
Automatic contour estimation in fetal ultrasound images
This paper describes a new method for automatic estimation of the contours of the femur and of the cranial cross-section in fetal ultrasound images. Our approach can be described ...
Mário A. T. Figueiredo, Sandra V. B. Jardim
114
Voted
ICRA
2005
IEEE
126views Robotics» more  ICRA 2005»
15 years 6 months ago
Quasi-Static Manipulation with Hemispherical Soft Fingertip via Two Rotational Fingers
Abstract— We derive a local minimum of an elastic potential energy due to the deformation of a hemispherical soft fingertip, and propose a quasi-static manipulation algorithm us...
Takahiro Inoue, Shinichi Hirai
96
Voted
PAKDD
2005
ACM
168views Data Mining» more  PAKDD 2005»
15 years 6 months ago
Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning
We propose adaptive nonlinear auto-associative modeling (ANAM) based on Locally Linear Embedding algorithm (LLE) for learning intrinsic principal features of each concept separatel...
Junping Zhang, Stan Z. Li
94
Voted
DCC
2006
IEEE
16 years 11 days ago
Compression and Machine Learning: A New Perspective on Feature Space Vectors
The use of compression algorithms in machine learning tasks such as clustering and classification has appeared in a variety of fields, sometimes with the promise of reducing probl...
D. Sculley, Carla E. Brodley