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» Modelling perception using image processing algorithms
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109
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CVPR
2007
IEEE
16 years 4 months ago
Generic Face Alignment using Boosted Appearance Model
This paper proposes a discriminative framework for efficiently aligning images. Although conventional Active Appearance Models (AAM)-based approaches have achieved some success, t...
Xiaoming Liu 0002
DELTA
2006
IEEE
15 years 5 months ago
Using Design Patterns to Overcome Image Processing Constraints on FPGAs
The mapping of image processing algorithms to hardware is complicated by several hardware constraints including limited processing time, limited access to data and limited resourc...
K. T. Gribbon, Donald G. Bailey, Christopher T. Jo...
135
Voted
GBRPR
2007
Springer
15 years 6 months ago
Image Classification Using Marginalized Kernels for Graphs
We propose in this article an image classification technique based on kernel methods and graphs. Our work explores the possibility of applying marginalized kernels to image process...
Emanuel Aldea, Jamal Atif, Isabelle Bloch
120
Voted
CIMCA
2005
IEEE
15 years 7 months ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
76
Voted
ICIP
2000
IEEE
16 years 3 months ago
Topology Preserving Deformable Image Matching Using Constrained Hierarchical Parametric Models
Olivier Musse, Fabrice Heitz, Jean-Paul Armspach