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» Modelling perception using image processing algorithms
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MM
2010
ACM
238views Multimedia» more  MM 2010»
15 years 5 months ago
Supervised manifold learning for image and video classification
This paper presents a supervised manifold learning model for dimensionality reduction in image and video classification tasks. Unlike most manifold learning models that emphasize ...
Yang Liu, Yan Liu, Keith C. C. Chan
ISBI
2004
IEEE
16 years 5 months ago
Multi-Modal Non-Rigid Registration Using a Stochastic Gradient Approximation
We present a new fast implementation of a non-rigid registration algorithm, based on a finite element elastic deformation model using the mutual information metric with a linear e...
Aloys du Bois d'Aische, Benoît Macq, Florian...
ICCV
2007
IEEE
16 years 6 months ago
Robust Image Registration using Mixtures of t-distributions
We propose a pixel similarity-based algorithm enabling accurate rigid registration between single and multimodal images presenting gross dissimilarities due to noise, missing data...
Demetrios Gerogiannis, Christophoros Nikou, Aristi...

Book
600views
17 years 3 months ago
Computer Vision: Algorithms and Applications
A DRAFT computer vision book by Prof. Richard Szeliski. The book reflects the author's wide experience in practical computer vision algorithms that he has developed while work...
Richard Szeliski
VIP
2001
15 years 6 months ago
Elastic Medical Image Registration Based on Image Intensity
A two-step elastic medical image registration approach is proposed, which is based on the image intensity. In the first step, the global affine medical image registration is used ...
Xiu Ying Wang, David Dagan Feng, Jesse S. Jin