finelybook
9783319199405
Pattern Recognition and Machine Intelligence: 6th International Conference,PReMI 2015,Warsaw,Poland,June 30 - July 3,2015,Proceedings (Lecture Notes in Computer Science)
ISBN-10 书号: 3319199404
ISBN-13 书号: 9783319199405
Edition 版本: 2015
Publisher Finelybook 出版日期: 2015-05-29
Pages: 588
Book Description
Pattern Recognition and Machine Intelligence: 6th International Conference,PReMI 2015,Warsaw,Poland,June 30 - July 3,2015,Proceedings (Lecture Notes in Computer Science)
This book constitutes the proceedings of the 6th International Conference on Pattern Recognition and Machine Intelligence,PReMI 2015,held in Warsaw,Poland,in June/July 2015. The total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. They were organized in topical sections named: foundations of machine learning; image processing; image retrieval; image tracking; pattern recognition; data mining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence.
Contents
Part 1 Invited Paper
Chapter 1 Recent Advances in Recommender Systems and Future Directions
Part 2 Foundations of Machine Learning
Chapter 2 On the Number of Rules and Conditions in Mining Data with Attribute-Concept Values and "Do Not Care" Conditions
Chapter 3 Simplifying Contextual Structures
Chapter 4 Towards a Robust Scale Invariant Feature Correspondence
Chapter 5 A Comparison of Two Approaches to Discretization: Multiple Scanning and C4.5
Chapter 6 Hierarchical Agglomerative Method for Improving NPS
Chapter 7 A New Linear Discriminant Analysis Method to Address the Over-Reducing Problem
Part 3 Image Processing
Chapter 8 Procedural Generation of Adjustable Terrain for Application in Computer Games Using 2D Maps
Chapter 9 Fixed Point Learning Based 3D Conversion of 2D Videos
Chapter 10 Fast and Accurate Foreground Background Separation for Video Surveillance
Chapter 11 Enumeration of Shortest Isothetic Paths Inside a Digital Object
Chapter 12 Modified Exemplar-Based Image Inpainting via Primal-Dual Optimization
Chapter 13 A Novel Approach for Image Super Resolution Using Kernel Methods
Chapter 14 Generation of Random Triangular Digital Curves Using Combinatorial Techniques
Part 4 Image Retrieval
Chapter 15 Tackling Curse of Dimensionality for Efficient Content Based Image Retrieval
Chapter 16 Face Profile View Retrieval Using Time of Flight Camera Image Analysis
Chapter 17 Context-Based Semantic Tagging of Multimedia Data
Part 5 Image Tracking
Chapter 18 Real-Time Distributed Multi-object Tracking in a PTZ Camera Network
Chapter 19 Improved Simulation of Holog
