Pattern Recognition Applications and Methods: 5th International Conference, ICPRAM 2016, Rome, Italy, February 24-26, 2016, Revised Selected Papers

✍ Scribed by Ana Fred, Maria De Marsico, Gabriella Sanniti di Baja (eds.)

Publisher: Springer International Publishing
Year: 2017
Tongue: English
Leaves: 260
Series: Lecture Notes in Computer Science 10163
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

This book contains revised and extended versions of selected papers from the 5th International Conference on Pattern Recognition, ICPRAM 2016, held in Rome, Italy, in February 2016.

The 13 full papers were carefully reviewed and selected from 125 initial 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
Experimental Evaluation of Graph Classification with Hadamard Code Graph Kernels....Pages 1-19
Document Clustering Games in Static and Dynamic Scenarios....Pages 20-42
Criteria for Mixture-Model Clustering with Side-Information....Pages 43-59
Near-Boolean Optimization: A Continuous Approach to Set Packing and Partitioning....Pages 60-87
Approximate Inference in Related Multi-output Gaussian Process Regression....Pages 88-103
An Online Data Validation Algorithm for Electronic Nose....Pages 104-120
Near-Duplicate Retrieval: A Benchmark Study of Modified SIFT Descriptors....Pages 121-138
Activity Recognition for Elderly Care by Evaluating Proximity to Objects and Human Skeleton Data....Pages 139-155
Real-Time Swimmer Tracking on Sparse Camera Array....Pages 156-174
Fundamentals of Nonparametric Bayesian Line Detection....Pages 175-193
Computing the Number of Bubbles and Tunnels of a 3-D Binary Object....Pages 194-211
Raindrop Detection on a Windshield Based on Edge Ratio....Pages 212-229
Comparative Analysis of PRID Algorithms Based on Results Ambiguity Evaluation....Pages 230-242
Back Matter....Pages 243-243

✦ Subjects

Pattern Recognition;Image Processing and Computer Vision;Artificial Intelligence (incl. Robotics);Data Mining and Knowledge Discovery;Computer Communication Networks

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