This book constitutes the thoroughly refereed proceedings of the 7th International Conference, ICIAR 2010, held in Póvoa de Varzin, Portugal in June 2010. The 88 revised full papers were selected from 164 submissions. The papers are organized in topical sections on Image Morphology, Enhancement and Restoration, Image Segmentation, Featue Extraction and Pattern Recognition, Computer Vision, Shape, Texture and Motion Analysis, Coding, Indexing, and Retrieval, Face Detection and Recognition, Biomedical Image Analysis, Biometrics and Applications
Author(s): Panganai Gomo (auth.), Aurélio Campilho, Mohamed Kamel (eds.)
Series: Lecture Notes in Computer Science 6111 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 460
Tags: Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Pattern Recognition; Computer Graphics; Algorithm Analysis and Problem Complexity; Information Systems Applications (incl.Internet)
Front Matter....Pages -
PageRank Image Denoising....Pages 1-10
Structural Similarity-Based Approximation of Signals and Images Using Orthogonal Bases....Pages 11-22
A Neighborhood Dependent Nonlinear Technique for Color Image Enhancement....Pages 23-34
Queue and Priority Queue Based Algorithms for Computing the Quasi-distance Transform....Pages 35-44
Denoising of Three Dimensional Data Cube Using Bivariate Wavelet Shrinking....Pages 45-51
Entropy of Gabor Filtering for Image Quality Assessment....Pages 52-61
Segmentation Based Noise Variance Estimation from Background MRI Data....Pages 62-70
Morphological Thick Line Center Detection....Pages 71-80
Segmentation of Very High Resolution Remote Sensing Imagery of Urban Areas Using Particle Swarm Optimization Algorithm....Pages 81-88
Image Segmentation under Occlusion Using Selective Shape Priors....Pages 89-95
Fusion of Edge Information in Markov Random Fields Region Growing Image Segmentation....Pages 96-104
Image Segmentation for Robots: Fast Self-adapting Gaussian Mixture Model....Pages 105-116
Adaptive Regularization Parameter for Graph Cut Segmentation....Pages 117-126
A New SVM + NDA Model for Improved Classification and Recognition....Pages 127-136
Incremental Hybrid Approach for Unsupervised Classification: Applications to Visual Landmarks Recognition....Pages 137-146
Nonlinear Scale Space Theory in Texture Classification Using Multiple Classifier Systems....Pages 147-156
The Proof of Completeness of the Graph Method for Generation of Affine Moment Invariants....Pages 157-166
A Novel Human Motion Recognition Method Based on Eigenspace....Pages 167-175
Human Body Pose Estimation from Still Images and Video Frames....Pages 176-188
3D Human Action Recognition Using Model Segmentation....Pages 189-199
Image-Based Grasping Point Detection Using Boosted Histograms of Oriented Gradients....Pages 200-209
Efficient Methods for Point Matching with Known Camera Orientation....Pages 210-219
Real-Time Scale Invariant 3D Range Point Cloud Registration....Pages 220-229
On-Board Monocular Vision System Pose Estimation through a Dense Optical Flow....Pages 230-239
II-LK – A Real-Time Implementation for Sparse Optical Flow....Pages 240-249
High Accuracy Optical Flow Method Based on a Theory for Warping: 3D Extension....Pages 250-262
Improving Accuracy of Optical Flow of Heeger’s Original Method on Biomedical Images....Pages 263-273
Shape Reconstruction from Unorganized Set of Points....Pages 274-283
Significantly Improving Scan-Based Shape Representations Using Rotational Key Feature Points....Pages 284-293
An Experimental Comparison of Seven Shape Descriptors in the General Shape Analysis Problem....Pages 294-305
Generic Initialization for Motion Capture from 3D Shape....Pages 306-315
Topology Preserving 3D Thinning Algorithms Using Four and Eight Subfields....Pages 316-325
Robust Approaches to 3D Object Secret Sharing....Pages 326-335
A Fast PDE Algorithm Using Adaptive Matching Scan Order for Real-Time Video Coding....Pages 336-343
New Non Predictive Wavelet Based Video Coder: Performances Analysis....Pages 344-353
3D Texton Spaces for Color-Texture Retrieval....Pages 354-363
A Geometric Data Structure Applicable to Image Mining and Retrieval....Pages 364-373
SIA: Semantic Image Annotation Using Ontologies and Image Content Analysis....Pages 374-383
Using the Fisher-Rao Metric to Compute Facial Similarity....Pages 384-393
Adaptation of SIFT Features for Robust Face Recognition....Pages 394-404
Facial Expression Recognition Using Spatiotemporal Boosted Discriminatory Classifiers....Pages 405-414
Recognition of Facial Expressions by Cortical Multi-scale Line and Edge Coding....Pages 415-424
The Analysis of Facial Beauty: An Emerging Area of Research in Pattern Analysis....Pages 425-435
System and Analysis Used for a Dynamic Facial Speech Deformation Model....Pages 436-444
Face Recognition from Color Images Using Sparse Projection Analysis....Pages 445-453
Face Detection in Low-Resolution Color Images....Pages 454-463
Back Matter....Pages -
