This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Pattern Recognition, ICPRAM 2015, held in Lisbon, Portugal, in January 2015.
The 20 revised full papers were carefully reviewed and selected from 145 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.
β¦ Table of Contents
Front Matter....Pages I-XVI
Front Matter....Pages 1-1
3D Computer Vision: From Points to Concepts....Pages 3-14
Front Matter....Pages 15-15
Density Difference Detection with Application to Exploratory Visualization....Pages 17-34
Identifying and Mitigating Labelling Errors in Active Learning....Pages 35-51
A Holistic Classification Optimization Framework with Feature Selection, Preprocessing, Manifold Learning and Classifiers....Pages 52-68
Feature Extraction and Learning Using Context Cue and RΓ©nyi Entropy Based Mutual Information....Pages 69-88
Detection of Abrupt Changes in Spatial Relationships in Video Sequences....Pages 89-106
Diffusion-Based Similarity for Image Analysis....Pages 107-123
Automatic Detection and Recognition of Symbols and Text on the Road Surface....Pages 124-140
Front Matter....Pages 141-141
Using BLSTM for Spotting Regular Expressions in Handwritten Documents....Pages 143-157
A Similarity-Based Color Descriptor for Face Detection....Pages 158-171
Pose Estimation and Movement Detection for Mobility Assessment of Elderly People in an Ambient Assisted Living Application....Pages 172-184
A Non-rigid Face Tracking Method for Wide Rotation Using Synthetic Data....Pages 185-198
3-D Face Recognition Using Geodesic-Map Representation and Statistical Shape Modelling....Pages 199-212
Learning Discriminative Mid-Level Patches for Fast Scene Classification....Pages 213-228
Modification of Polyp Size and Shape from Two Endoscope Images Using RBF Neural Network....Pages 229-246
Detecting and Dismantling Composite Visualizations in the Scientific Literature....Pages 247-266
Tensor Deep Stacking Networks and Kernel Deep Convex Networks for Annotating Natural Scene Images....Pages 267-281
MOSAIC: Multi-object Segmentation for Assisted Image ReConstruction....Pages 282-299
Back Matter....Pages 301-301
β¦ Subjects
Pattern Recognition; Image Processing and Computer Vision; Artificial Intelligence (incl. Robotics); Computer Graphics; Simulation and Modeling; Computational Intelligence