
Advances in Pattern Recognition : Proceedings of the Sixth International Conference.
Title:
Advances in Pattern Recognition : Proceedings of the Sixth International Conference.
Author:
Pal, Pinakpani.
ISBN:
9789812772381
Personal Author:
Physical Description:
1 online resource (450 pages)
Contents:
CONTENTS -- Preface -- International Advisory Committee -- Organizing Committee -- International Programme Committee -- Additional Reviewers -- Sponsors -- Part A Plenary Lecture -- Why Statistical Shape Analysis is Pivotal to the Modern Pattern Recognition? -- Part B Invited Lectures -- On the Interest of Spatial Relations and Fuzzy Representations for Ontology-Based Image Interpretation -- A Technique for Creating Probabilistic Spatio-Temporal Forecasts -- Part C Biometrics -- An Efficient Measure for Individuality Detection in Dynamic Biometric Applications -- Divide-and-Conquer Strategy Incorporated Fisher Linear Discriminant Analysis: An Efficient Approach for Face Recognition -- Ear Biometrics: A New Approach -- Face Detection using Skin Segmentation as Pre-Filter -- Face Recognition Using Symbolic KDA in the Framework of Symbolic Data Analysis -- Minutiae-Orientation Vector Based Fingerprint Matching -- Recognition of Pose Varied Three-Dimensional Human Faces Using Structured Lighting Induced Phase Coding -- Writer Recognition by Analyzing Word Level Features of Handwritten Documents -- Part D Clustering Algorithms -- A New Symmetry Based Genetic Clustering Technique for Automatic Evolution of Clusters -- A Non-Hierarchical Clustering Scheme for Visualization of High Dimensional Data -- An Attribute Partitioning Approach to Correlation Connected Clusters -- Part E Document Analysis -- A Hybrid Scheme for Recognition of Handwritten Bangla Basic Characters Based on HMM and MLP Classifiers -- An Efficient Method for Graphics Segmentation from Document Images -- Identification of Indian Languages in Romanized Form -- Online Bangla Handwriting Recognition System -- Oriya Off-Line Handwritten Character Recognition -- Recognition of Handwritten Bangla Vowel Modifiers.
Template-Free Word Spotting in Low-Quality Manuscripts -- Unconstrained Handwritten Digit Recognition: Experimentation on MNIST Database -- Part F Image Registration and Transmission -- An Adaptive Background Model for Camshift Tracking with a Moving Camera -- Colour and Feature Based Multiple Object Tracking Under Heavy Occlusions -- DCT Properties as Handle for Image Compression and Cryptanalysis -- Genetic Algorithm for Improvement in Detection of Hidden Data in Digital Images -- High Resolution Image Reconstruction from Multiple UAV Imagery -- Image Registration and Object Tracking via Affine Combination -- Progressive Transmission Scheme for Color Images Using BTC-PF Method -- Registration Algorithm for Motion Blurred Images -- Part G Image Segmentation -- Aggregation Pheromone Density Based Change Detection in Remotely Sensed Images -- Automatic Brain Tumor Segmentation Using Symmetry Analysis and Deformable Models -- Edge Recognition in MMWave Images by Biorthogonal Wavelet Decomposition and Genetic Algorithm -- Extended Markov Random Fields for Predictive Image Segmentation -- External Force Modeling of Snakes Using DWT for Texture Object Segmentation -- I-FISH: Increasing Detection Efficiency for Fluorescent Dot Counting in Cell Nuclei -- Intuitionistic Fuzzy C Means Clustering in Medical Image Segmentation -- Remote Sensing Image Classification: A Wavelet-Neuro-Fuzzy Approach -- Part H Multimedia Object Retrieval -- An Efficient Cluster Based Image Retrieval Scheme Using Localized Texture Pattern -- Feature Selection Based on Human Perception of Image Similarity for Content Based Image Retrieval -- Identification of Team in Possession of Ball in a Soccer Video Using Static and Dynamic Segmentation -- Image Retrieval Using Color Texture and Wavelet Transform Moments.
Integrating Linear Subspace Analysis and Iterative Graphcuts For Content-Based Video Retrieval -- Organizing a Video Database Around Concept Maps -- Statistical Bigrams: How Effective Are They in Text Retrieval? -- Part I Pattern Recognition -- Adaptive Nearest Neighbor Classifier -- Class-Specific Kernel Selection for Verification Problems -- Confidence Estimation in Classification Decision: A Method for Detecting Unseen Patterns -- ECG Pattern Classification Using Support Vector Machine -- Model Selection for Financial Distress Classification -- Optimal Linear Combination for Two-Class Classifiers -- Support Vector Machine Based Hierarchical Classifiers for Large Class Problems -- Unsupervised Approach for Structure Preserving Dimensionality Reduction -- Part J Shape Recognition -- A Beta Mixture Model Based Approach to Text Extraction from Color Images -- A Canonical Shape-Representation for a Polygon -- A Framework for Fusion of 3D Appearance and 2D Shape Cues for Generic Object Recognition -- Constructing Analyzable Models by Region Based Technique for Object Category Recognition -- DRILL: Detection and Representation of Isothetic Loosely Connected Components without Labeling -- Pattern Based Bootstrapping Method for Named Entity Recognition -- SCOPE: Shape Complexity of Objects using Isothetic Polygonal Envelope -- Segmental K-Means Algorithm Based Hidden Markov Model for Shape Recognition and its Applications -- Part K Speech and 1-D Signal Analysis -- Automatic Continuous Speech Segmentation Using Level Crossing Rate -- Automatic Gender Identification Through Speech Analysis -- Error-Driven Robust Particle Swarm Optimization for Fuzzy Rule Extraction and Structure Estimation -- HMM Based POS Tagger and Rule-Based Chunker for Bengali.
Non-Contemporary Robustness in Text-Dependent Speaker-Recognition Using Multi-Session Templates in an One-Pass Dynamic-Programming Framework -- Some Experiments on Music Classification -- Text Independent Identification of Regional Indian Accents in Spoken Hindi -- Part L Texture Analysis -- An Efficient Approach for Texture Classification with Multi-Resolution Features by Combining Region and Edge Information Using a Modified CSNN -- Upper Bound in Model Order Selection of MRF with Application in Texture Synthesis -- Wavelet Features for Texture Classification and Their Use in Script Identification -- Author Index.
Abstract:
This volume contains the latest in the series of ICAPR proceedings on the state-of-the-art of different facets of pattern recognition. These conferences have already carved out a unique position among events attended by the pattern recognition community. The contributions tackle open problems in the classic fields of image and video processing, document analysis and multimedia object retrieval as well as more advanced topics in biometrics speech and signal analysis. Many of the papers focus both on theory and application driven basic research pattern recognition. Sample Chapter(s). Chapter 1: Why Statistical Shape Analysis is Pivotal to the Modern Pattern Recognition? (1,127 KB). Contents: Biometrics; Clustering Algorithms; Document Analysis; Image Registration and Transmission; Image Segmentation; Multimedia Object Retrieval; Pattern Recognition; Shape Recognition; Speech and 1-D Signal Analysis and Texture Analysis. Readership: Graduate students, academics and researchers in pattern recognition, image analysis, machine perception and computer vision.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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Electronic Access:
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