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IJCV
2010
158views more  IJCV 2010»
15 years 1 months ago
Metric Learning for Image Alignment
Abstract Image alignment has been a long standing problem in computer vision. Parameterized Appearance Models (PAMs) such as the Lucas-Kanade method, Eigentracking, and Active Appe...
Minh Hoai Nguyen, Fernando De la Torre
ICIP
2002
IEEE
16 years 5 months ago
Automatic landmarking for building biological shape models
In this article we present a new method for automatic landmark extraction from the contours of biological specimens. Our ultimate goal is to enable automatic identification of bio...
Yulia Hicks, A. David Marshall, Ralph R. Martin, P...
116
Voted
ICRA
2008
IEEE
133views Robotics» more  ICRA 2008»
15 years 10 months ago
Object separation using active methods and multi-view representations
— Daily life objects reveal natural similarities, which cannot be resolved with the perception of a single view. In this paper, we present an approach for object separation using...
Kai Welke, Tamim Asfour, Rüdiger Dillmann
144
Voted
JMM2
2006
145views more  JMM2 2006»
15 years 3 months ago
Improved Active Shape Model for Facial Feature Extraction in Color Images
In this paper we present an improved Active Shape Model (ASM) for facial features extraction. The original ASM developed by Cootes et al. [1] suffers from factors such as, poor mod...
Mohammad H. Mahoor, Mohamed Abdel-Mottaleb, A-Nass...
DICTA
2009
15 years 4 months ago
Multivariate Skew t Mixture Models: Applications to Fluorescence-Activated Cell Sorting Data
In many applied problems in the context of pattern recognition, the data often involve highly asymmetric observations. Normal mixture models tend to overfit when additional compone...
Kui Wang, Shu-Kay Ng, Geoffrey J. McLachlan