Pattern Recognition and Machine Intelligence: Third International Conference, PReMI 2009 New Delhi, India, December 16-20, 2009 Proceedings (Google eBook)

Santanu Chaudhury

Springer, Jan 22, 2010 - 631 pages

This book constitutes the refereed proceedings of the ThirdInternational Conference on Pattern Recognition and MachineIntelligence, PReMI 2009, held in New Delhi, India in December 2009. The 98 revised papers presented were carefully reviewed and selected from 221 initial submissions. The papers are organized in topical sections on pattern recognition and machine learning, soft computing andapplications, bio and chemo informatics, text and data mining, image analysis, document image processing, watermarking and steganography, biometrics, image and video retrieval, speech and audio processing, as well as on applications.

Contents

• New Approaches to Design and Control of Time Limited Search Algorithms: 1
• Feature Selection Using Non Linear Feature Relation Index: 7
• Classification of Multivariate Varying Length Time Series Using Descriptive Statistical Features: 13
• TwoDimensional Locality Preserving Indexing: 19
• A Geometric Algorithm for Learning Oblique Decision Trees: 25
• Kernel Optimization Using a Generalized Eigenvalue Approach: 32
• Zero Norm Least Squares Proximal SVR: 38
• Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers: 44
• Metric in Feature Space: 50
• A Prototype Based Approach: 56
• Constructive SemiSupervised Classification Algorithm and Its Implement in Data Mining: 62
• Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter: 68
• Multiobjective Evolutionary Feature Selection: 74
• A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification: 80
• Clustering in Concept Association Networks: 86
• Interactive RoughGranular Computing in Pattern Recognition: 92
• Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions: 98
• Case Indexing Using PSO and ANN in Real Time Strategy Games: 106
• Construction of Fuzzy Relation by Closure Systems: 116
• Incorporating Fuzziness to CLARANS: 122
• Segmentation Approach Using Fuzzy CMeans and Recurrent Neural Network: 128
• Weak Fuzzy Equivalence and Equality Relations: 134
• Estimation of TailorWelded Blank Parameters for Acceptable Tensile Behaviour Using ANN: 140
• Identification of NGlycosylation Sites with Sequence and Structural Features Employing Random Forests: 146
• Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers: 152
• Data Mining by Navigation An Experience with Systems Biology: 158
• A Least Squares FittingBased Modeling of Gene Regulatory Subnetworks: 165
• Automated Identification of Protein Structural Features: 171
• Using Supervised Learning and Comparing General and ANTIHIV Drug Databases Using Chemoinformatics: 177
• Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting: 184
• A Constraint Based Method for Optimization in Metabolic Pathways: 193
• Extracting Gene Interaction Subnetworks: 199
• Learning Age and Gender of Blogger from Stylistic Variation: 205
• Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier: 213
• Feature and Opinion Mining for Customer Review Summarization: 219
• A Semisupervised Approach for Maximum Entropy Based Hindi Named Entity Recognition: 225
• A News Analysis and Tracking System: 231
• Anomaly Detection from Call Data Records: 237
• Mining CalendarBased Periodicities of Patterns in Temporal Data: 243
• A Relation Mining and Visualization Framework for Automated Text Summarization: 249
• Mining Local Association Rules from Temporal Data Set: 255
• Multilabel Text Classification Approach for Sentence Level News Emotion Analysis: 261
• Semantic Relation between Words with the Web as Information Source: 267
• Automatic Keyphrase Extraction from Medical Documents: 273
• An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models: 279
• Evaluation of Segmentation Techniques Using Region Size and Boundary Information: 285
• Unsupervised Color Image Segmentation Using Compound Markov Random Field Model: 291
• A New Statistical Restoration Method for Spatial Domain Images: 297
• Prediction of Cloud for Weather NowCasting Application Using Topology Adaptive Active Membrane: 303
• Image Enhancement Using Multiobjective Genetic Algorithms: 309
• A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain: 315
• A Novel Multimodality Image Fusion Method Using Region Consistency Rule: 321
• Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform: 327
• Improvised Filter Design for Depth Estimation from Single Monocular Images: 333
• Color Image Segmentation Based on Vectorial Multiscale Diffusion with Interscale Linking: 339
• Effective and Efficient Tracking and EgoMotion Recovery for Mobile Cameras: 345
• Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components: 351
• Human Action Recognition Based on Spatiotemporal Features: 357
• A Novel Hybrid Pansharpening Method Using Contourlet Transform: 363
• Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis: 369
• ModelGuided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field: 375
• Recognition of Numeric Postal Codes from Multiscript Postal Address Blocks: 381
• Foreground Text Extraction in Color Document Images for Enhanced Readability: 387
• A Novel Approach to Skeletonization for Multifont OCR Applications: 393
• A Novel Approach for Detection of Alteration in Ball Pen Writings: 400
• Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms: 406
• Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting: 414
• A New Measure of Steganography Capacity: 420
• Images: 426
• Evaluation of Feature Selection Measures for Steganalysis: 432
• Mutual Neighborhood Based Discriminant Projection for Face Recognition: 440
• Biometric Gait Recognition with Carrying and Clothing Variants: 446
• Context Switching Algorithm for Selective Multibiometric Fusion: 452
• Biometric Based Unique Key Generation for Authentic Audio Watermarking: 458
• Annular Iris Recognition Using SURF: 464
• Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks: 470
• A Novel Approach Suitable for Fake Iris Detection: 476
• Key Independent Retrieval of Chaotic Encrypted Images: 483
• A Bayesian Approach to Hybrid Image Retrieval: 489
• Hierarchical System for Content Based Categorization and Orientation of Consumer Images: 495
• Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology: 501
• Using Concept Recognition to Annotate a Video Collection: 507
• Variational Bayes Adapted GMM Based Models for Audio Clip Classification: 513
• CrossLingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition: 519
• Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins: 525
• Unit Selection Using Linguistic Prosodic and Spectral Distance for Developing TexttoSpeech System in Hindi: 531
• Exploring Speech Features for Classifying Emotions along Valence Dimension: 537
• A Novel Time Decaying Approach to Obstacle Avoidance: 543
• Chaotic Synchronization and Secure Communication Using Contraction Theory: 549
• Fault Diagnosis of an AirConditioning System Using: 555
• Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection: 561
• Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network: 567
• A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks: 573
• Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning: 579
• Algorithms to Automate Estimation of Time Codes for Captioning Digital Media: 585
• Disclosing Patterns in IT Project Management A Rough Set Perspective: 591
• Series Prediction: 597
• MeanEntropySkewness Fuzzy Portfolio Selection by Credibility Theory Approach: 603
• Late Blight Forecast Using Mobile Phone Based Agro Advisory System: 609
• Theory: 615
• Experiments: 621
• Author Index: 628

About the author

SUSHMITA MITRA, PHD, is a Professor at Machine Intelligence Unit, Indian Statistical Institute, in Calcutta. She is a coauthor of "Neuro-Fuzzy Pattern Recognition: Methods in Soft Computing," also published by Wiley.

TINKU ACHARYA, PHD, Senior Executive vice president and Chief Science Officer of Avisere Inc., Tucson, Arizona, is involved in multimedia data mining applications. He is also an adjunct professor in the Department of Electrical Engineering at Arizona State University. He was recognized as the Most Prolific Inventor of Intel Corporation Worldwide in 1999.

SANKAR K. PAL, PhD, is a Distinguished Scientist and founding head of the Machine Intelligence Unit at the Indian Statistical Institute, Calcutta. Professor Pal holds several PhDs and is a Fellow of the IEEE and IAPR.

SIMON C. K. SHIU, PhD, is Assistant Professor in the Department of Computing at Hong Kong Polytechnic University.

Bibliographic information

• Title: Pattern Recognition and Machine Intelligence: Third International Conference, PReMI 2009 New Delhi, India, December 16-20, 2009 Proceedings; Volume 5909 of Lecture Notes in Computer Science; Image Processing, Computer Vision, Pattern Recognition, and Graphics
• Author: Santanu Chaudhury
• Editors: Santanu Chaudhury, Sushmita Mitra, C. A. Murthy, P. S. Sastry, Sankar K. Pal
• Contributors: Santanu Chaudhury, Sushmita Mitra, C. A. Murthy, P. S. Sastry, Sankar K. Pal
• Publisher: Springer, 2010
• ISBN: 3642111637, 9783642111631
• Length: 631 pages
• Subjects: Artificial intelligence; Computers / Computer Science; Computers / Computer Vision & Pattern Recognition; Computers / Database Management / Data Mining; Computers / General; Computers / Hardware / Network Hardware; Computers / Information Technology; Computers / Intelligence (AI) & Semantics; Computers / Internet / Application Development; Computers / Machine Theory; Electronic books; Pattern perception; Pattern recognition systems; Psychology / Cognitive Psychology