Machine Learning in Image Processing

This collection is a part of EURASIP Journal on Advances in Signal Processing.

This collection has been peer reviewed by the journal's Editorial Board.

Journal

Journal on Advances in Signal Processing

Journal on Advances in Signal Processing is a peer-reviewed open access journal focused on the theoretical and practical aspects of signal processing in new and emerging technologies.

Showing 1-14 of 14 articles

Machine Learning in Image Processing
Olivier Lézoray
Christophe Charrier
Sébastien Lefèvre
Editorial Open access 29 May 2008 Article: 927950
A Practical Approach for Simultaneous Estimation of Light Source Position, Scene Structure, and Blind Restoration Using Photometric Observations
Swati Sharma
Manjunath V. Joshi
Research Article Open access 29 April 2008 Article: 785364
Morphological Transform for Image Compression
Enrique Guzmán
Oleksiy Pogrebnyak
Luis Pastor Sanchez Fernandez
Research Article Open access 20 April 2008 Article: 426580
An Adaptively Accelerated Bayesian Deblurring Method with Entropy Prior
Manoj Kumar Singh
Uma Shanker Tiwary
Yong-Hoon Kim
Research Article Open access 14 April 2008 Article: 674038
Face Retrieval Based on Robust Local Features and Statistical-Structural Learning Approach
Daidi Zhong
Irek Defée
Research Article Open access 08 April 2008 Article: 631297
Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images
Javier A. Montoya-Zegarra
João Paulo Papa
Alexandre Falcão
Research Article Open access 30 March 2008 Article: 691924
A Metric Multidimensional Scaling-Based Nonlinear Manifold Learning Approach for Unsupervised Data Reduction
M. Brucher
Ch. Heinrich
J.-P. Armspach
Research Article Open access 19 March 2008 Article: 862015
Multisource Images Analysis Using Collaborative Clustering
Germain Forestier
Cédric Wemmert
Pierre Gançarski
Research Article Open access 12 March 2008 Article: 374095
DOOMRED: A New Optimization Technique for Boosted Cascade Detectors on Enforced Training Set
Dong Woo Park
Kyoung Mu Lee
Research Article Open access 11 March 2008 Article: 183804
Face Recognition Using Classification-Based Linear Projections
Moshe Butman
Jacob Goldberger
Research Article Open access 28 February 2008 Article: 416318
Iterative Estimation Algorithms Using Conjugate Function Lower Bound and Minorization-Maximization with Applications in Image Denoising
Guang Deng
Wai-Yin Ng
Research Article Open access 24 February 2008 Article: 429128
Kernel Learning of Histogram of Local Gabor Phase Patterns for Face Recognition
Baochang Zhang
Zongli Wang
Bineng Zhong
Research Article Open access 20 February 2008 Article: 469109
A Cascade of Boosted Generative and Discriminative Classifiers for Vehicle Detection
Pablo Negri
Xavier Clady
Lionel Prevost
Research Article Open access 18 February 2008 Article: 782432
Heterogeneous Stacking for Classification-Driven Watershed Segmentation
Ilya Levner
Hong Zhang
Russell Greiner
Research Article Open access 10 February 2008 Article: 485821

Machine Learning in Image Processing

Participating journal

Journal on Advances in Signal Processing

Articles

Machine Learning in Image Processing

A Practical Approach for Simultaneous Estimation of Light Source Position, Scene Structure, and Blind Restoration Using Photometric Observations

Morphological Transform for Image Compression

An Adaptively Accelerated Bayesian Deblurring Method with Entropy Prior

Face Retrieval Based on Robust Local Features and Statistical-Structural Learning Approach

Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images

A Metric Multidimensional Scaling-Based Nonlinear Manifold Learning Approach for Unsupervised Data Reduction

Multisource Images Analysis Using Collaborative Clustering

DOOMRED: A New Optimization Technique for Boosted Cascade Detectors on Enforced Training Set

Face Recognition Using Classification-Based Linear Projections

Iterative Estimation Algorithms Using Conjugate Function Lower Bound and Minorization-Maximization with Applications in Image Denoising

Kernel Learning of Histogram of Local Gabor Phase Patterns for Face Recognition

A Cascade of Boosted Generative and Discriminative Classifiers for Vehicle Detection

Heterogeneous Stacking for Classification-Driven Watershed Segmentation

Machine Learning in Image Processing

Participating journal

Articles

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