Pattern Recognition Applications and Methods: Third International Conference, ICPRAM 2014, Angers, France, March 6-8, 2014, Revised Selected Papers

✍ Scribed by Ana Fred, Maria De Marsico, Antoine Tabbone (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 291
• Series: Lecture Notes in Computer Science 9443
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Pattern Recognition, ICPRAM 2014, held in Angers, France, in March 2014.

The 18 revised full papers were carefully reviewed and selected from 179 submissions and describe up-to-date applications of Pattern Recognition techniques to real-world problems, interdisciplinary research, experimental and/or theoretical studies yielding new insights that advance Pattern Recognition methods.

✦ Table of Contents

Front Matter....Pages I-XVI
Front Matter....Pages 1-1
Multiple Image Segmentation....Pages 3-18
Aggregation of Biclustering Solutions for Ensemble Approach....Pages 19-34
Fuzzy C-Means Stereo Segmentation....Pages 35-49
SCHOG Feature for Pedestrian Detection....Pages 50-61
Learning Prior Bias in Classifier....Pages 62-76
Intra-class Variance Among Multiple Samples of the Same Person’s Fingerprint in a Cooperative User Scenario....Pages 77-92
Kernel Matrix Completion for Learning Nearly Consensus Support Vector Machines....Pages 93-109
An Empirical Comparison of Support Vector Machines Versus Nearest Neighbour Methods for Machine Learning Applications....Pages 110-129
Front Matter....Pages 131-131
Improving the Detection of Relations Between Objects in an Image Using Textual Semantics....Pages 133-145
A ToF-Aided Approach to 3D Mesh-Based Reconstruction of Isometric Surfaces....Pages 146-161
Segmentation of Tomatoes in Open Field Images with Shape and Temporal Constraints....Pages 162-178
Fast and Accurate Pedestrian Detection in a Truck’s Blind Spot Camera....Pages 179-195
Comparing Different Labeling Strategies in Anomalous Power Consumptions Detection....Pages 196-205
An Efficient Shape Feature Extraction, Description and Matching Method Using GPU....Pages 206-221
Utilization of Multiple Sequence Analyzers for Bibliographic Information Extraction....Pages 222-236
Statistically Representative Cloud of Particles for Crowd Flow Tracking....Pages 237-251
Preserving Maximum Color Contrast in Generation of Gray Images....Pages 252-262
Real-Time Facial Analysis in Still Images and Videos for Gender and Age Estimation....Pages 263-278
Back Matter....Pages 279-279

✦ Subjects

Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Simulation and Modeling; Computational Intelligence