This book constitutes the thoroughly refereed proceedings of the Second Mexican Conference on Pattern Recognition, MCPR 2010, held in Puebly, Mexico, in September 2010. The 39 revised papers were carefully reviewed and selected from 89 submissions and are organized in topical sections on computer vision and robotics, image processing, neural networks and signal processing, pattern recognition, data mining, natural language and document processing.
Author(s): Pavel Herrera-Domínguez, Leopoldo Altamirano-Robles (auth.), José Francisco Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler (eds.)
Series: Lecture Notes in Computer Science 6256 : Image Processing, Computer Vision, Pattern Recognition, and Graphics
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 384
Tags: Artificial Intelligence (incl. Robotics); Pattern Recognition; Image Processing and Computer Vision; Information Systems Applications (incl.Internet); Algorithm Analysis and Problem Complexity; Computation by Abstract Devices
Front Matter....Pages -
A Hierarchical Recursive Partial Active Basis Model....Pages 1-10
Facial Feature Model for Emotion Recognition Using Fuzzy Reasoning....Pages 11-21
Face Recognition Using Simplicial Complexes....Pages 22-29
Skeleton Simplification by Key Points Identification....Pages 30-39
Learning and Fast Object Recognition in Robot Skill Acquisition: A New Method....Pages 40-49
Light Source Intensity Adjustment for Enhanced Feature Extraction....Pages 50-60
Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution....Pages 61-70
ANIMA: Non-conventional Brain-Computer Interfaces in Robot Control through Electroencephalography and Electrooculography, ARP Module....Pages 71-79
Efficient Roughness Recognition for Velocity Updating by Wheeled-Robots Navigation....Pages 80-89
Fingerprint Verification with Non-linear Composite Correlation Filters....Pages 90-97
Automatic Ultrasound Image Analysis in Hashimoto’s Disease....Pages 98-106
Estimating Quality Bounds of JPEG 2000 Compressed Leukocytes Images....Pages 107-114
Surface Material Segmentation Using Polarisation....Pages 115-124
Measurement of Defocus Level in Iris Images Using Different Convolution Kernel Methods....Pages 125-133
Radon Transform Algorithm for Fingerprint Core Point Detection....Pages 134-143
Genetic Algorithms and Tabu Search for Correcting Lanes in DNA Images....Pages 144-153
Adaptive Algorithm-Based Fused Bayesian Maximum Entropy-Variational Analysis Methods for Enhanced Radar Imaging....Pages 154-163
Iris Segmentation Using a Statistical Approach....Pages 164-170
Adaboost Classifier by Artificial Immune System Model....Pages 171-179
Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems....Pages 180-188
Designing RBFNNs Using Prototype Selection....Pages 189-198
A Learning Social Network with Recognition of Learning Styles Using Neural Networks....Pages 199-209
On-line Signature Verification Based on Modified Dynamic Time Warping and Wavelet Sub-band Coding....Pages 210-219
New Dissimilarity Measures for Ultraviolet Spectra Identification....Pages 220-229
Third Degree Volterra Kernel for Newborn Cry Estimation....Pages 230-239
Cascading an Emerging Pattern Based Classifier....Pages 240-249
A New Combined Filter-Wrapper Framework for Gene Subset Selection with Specialized Genetic Operators....Pages 250-259
Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking....Pages 260-269
Navigating K -Nearest Neighbor Graphs to Solve Nearest Neighbor Searches....Pages 270-280
On the Design of a Hardware-Software Architecture for Acceleration of SVM’s Training Phase....Pages 281-290
A Highly Parallel Algorithm for Frequent Itemset Mining....Pages 291-300
A Hybrid Methodology for Pattern Recognition in Signaling Cervical Cancer Pathways....Pages 301-310
Graph Indexing and Retrieval Based on Median Graphs....Pages 311-321
A Novel Method for Counting Models on Grid Boolean Formulas....Pages 322-331
Sentence to Document Level Emotion Tagging – A Coarse-Grained Study on Bengali Blogs....Pages 332-341
Clustering Weblogs on the Basis of a Topic Detection Method....Pages 342-351
A Naïve Bayes Approach to Cross-Lingual Word Sense Disambiguation and Lexical Substitution....Pages 352-361
Supervised Learning for Semantic Classification of Spanish Collocations....Pages 362-371
Recognizing Textual Entailment with Statistical Methods....Pages 372-381
Back Matter....Pages -
