Pattern Recognition and Machine Intelligence: Second International Conference, PReMI 2007, Kolkata, India, December 18-22, 2007 : Proceedings (Google eBook)

Ashish Ghosh

Springer, 2007 - 677 pages

This book constitutes the refereed proceedings of the Second International Conference on Pattern Recognition and Machine Intelligence, PReMI 2007, held in Kolkata, India in December 2007. The papers are organized in topical sections on pattern recognition, image analysis, soft computing and applications, data mining and knowledge discovery, bioinformatics, signal and speech processing, document analysis and text mining, biometrics, and video analysis.

Contents

• Ensemble Approaches of Support Vector Machines for Multiclass Classification: 1
• Robust Approach for Estimating Probabilities in NaiveBayes Classifier: 11
• Weighted kNearest Leader Classifier for Large Data Sets: 17
• Hybrid Approaches for Clustering: 25
• Recognizing Patterns of Dynamic Behaviors Based on Multiple Relations in Soccer Robotics Domain: 33
• An Adaptive Algorithm for Failure Recovery During Dynamic Service Composition: 41
• Neuromorphic Adaptable Ocular Dominance Maps: 49
• Fault Diagnosis Using Dynamic Time Warping: 57
• KernelBased Spectral Matched Signal Detectors for Hyperspectral Target Detection: 67
• A Multiscale Change Detection Technique Robust to Registration Noise: 77
• Image Quality Assessment Based on Perceptual Structural Similarity: 87
• Topology Adaptive Active Membrane: 95
• Bit Plane Encoding and Encryption: 103
• Segmenting Multiple Textured Objects Using Geodesic Active Contour and DWT: 111
• Projection Onto Convex Sets with Watermarking for Error Concealment: 119
• Spatial Topology of Equitemporal Points on Signatures for Retrieval: 128
• Modified 9DLT Matrix for Similarity Retrieval of LineDrawing Images: 136
• Image Retrieval Using Fuzzy Relevance Feedback and Validation with MPEG7 Content Descriptors: 144
• Recognition of Isolated Handwritten Kannada Numerals Based on Image Fusion Method: 153
• Semisupervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images: 161
• Automatic Guidance of a Tractor Using Computer Vision: 169
• Multiscale Boundary Identification for Medical Images: 177
• FEM 2D Analysis of Mild Traumatic Brain Injury on a Child: 186
• A RoughGranular Approach: 192
• The Possibilities of Fuzzy Logic in Image Processing: 198
• Fuzzy Ordering Relation and Fuzzy Poset: 209
• A Practical Fuzzy Logic Controller for Sumo Robot Competition: 217
• Hierarchical Fuzzy Case Based Reasoning with Multicriteria Decision Making for Financial Applications: 226
• Comparison of Neural Network Boolean Factor Analysis Method with Some Other Dimension Reduction Methods on Bars Problem: 235
• A GABased Pruning Strategy and Weight Update Algorithm for Efficient Nonlinear System Identification: 244
• Enhanced Quantum Evolutionary Algorithms for Difficult Knapsack Problems: 252
• A Decomposition Approach for Combined Heuristic and Differential Evolution Method for the Reactive Power Problem: 261
• Cunning Ant System for Quadratic Assignment Problem with Local Search and Parallelization: 269
• Use of Ant Colony Optimization for Finding Neighborhoods in Image Nonstationary Markov Random Field Classification: 279
• A NeuroFuzzy Scheme for Integrated Input Fuzzy Set Selection and Optimal Fuzzy Rule Generation for Classification: 287
• Rough Set Theory of Pattern Classification in the Brain: 295
• Rough Core Vector Clustering: 304
• A Brain Informatics Perspective: 311
• Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets: 312
• A Novel Scheme for Compact Representation of Large Datasets: 316
• Efficient Multimethod Rule Learning for Pattern Classification Machine Learning and Data Mining: 324
• High Confidence Association Mining Without Support Pruning: 332
• An Unbalanced Data Classification Model Using Hybrid Sampling Technique for Fraud Detection: 341
• Automatic Reference Tracking with OnDemand Relevance Filtering Based on Users Interest: 349
• Users Search Behavior Graph for Aiding Personalized Web Search: 357
• Semantic Integration of Information Through Relation Mining Application to Biomedical Text Processing: 365
• Data Analysis and Bioinformatics: 373
• Rule Mining with Rough Sets and Decision Trees and Comethylation Analysis: 389
• Parallel Construction of Conflict Graph for Phylogenetic Network Problem: 398
• Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Overexpression in Escherichia Coli: 406
• Evolutionary Biclustering with Correlation for Gene Interaction Networks: 416
• A Regularization Method: 425
• New Results on Energy Balance Analysis of Metabolic Networks: 433
• Computation of QRS Vector of ECG Signal for Observation of Its Clinical Significance: 439
• Signal Resampling Technique Combining Level Crossing and Auditory Features: 447
• Cepstral Domain Teager Energy for Identifying Perceptually Similar Languages: 455
• Spoken Language Identification for Indian Languages Using Split and Merge EM Algorithm: 463
• Audio Visual Speaker Verification Based on Hybrid Fusion of Cross Modal Features: 469
• Voice Transformation by Mapping the Features at Syllable Level: 479
• A Case Study on South Indian Scripts: 487
• Entropy Based Skew Correction of Document Images: 495
• Keyword Extraction from a Single Document Using Centrality Measures: 503
• A HMMBased Approach to Recognize Ultra Low Resolution AntiAliased Words: 511
• Text Region Extraction from Quality Degraded Document Images: 519
• An HMM Based Approach: 528
• HMM Parameter Estimation with Genetic Algorithm for Handwritten Word Recognition: 536
• Bengali and Hindi as Case Studies: 545
• Detecting Misspelled Words in Turkish Text Using Syllable ngram Frequencies: 553
• Self Adaptable Recognizer for Document Image Collections: 560
• MixtureofLaplacian Faces and Its Application to Face Recognition: 568
• Age Transformation for Improving Face Recognition Performance: 576
• Recognizing Facial Expression Using Particle Filter Based Feature Points Tracker: 584
• Human Gait Recognition Using Temporal Slices: 592
• Accurate Iris Boundary Detection in IrisBased Biometric Authentication Process: 600
• Confidence Measure for Temporal Registration of Recurrent Nonuniform Samples: 608
• Automatic Detection of Human Fall in Video: 616
• A Kernel Density Estimation Approach Via Level Set Function Evolution: 624
• Spatiotemporal Descriptor Using 3D Curvature Scale Space: 632
• Shot Boundary Detection Using Frame Transition Parameters and Edge Strength Scatter: 641
• Improved Tracking of Multiple Vehicles Using Invariant FeatureBased Matching: 649
• An Adaptive Bayesian Technique for Tracking Multiple Objects: 657
• Computationally Efficient MCTF for MCEZBC Scalable Video Coding Framework: 666
• Author Index: 674

About the author

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: Second International Conference, PReMI 2007, Kolkata, India, December 18-22, 2007 : Proceedings; Volume 4815 of Lecture Notes in Computer Science; LNCS sublibrary: SL 6; LNCS sublibrary: Image processing, computer vision, pattern recognition, and graphics
• Author: Ashish Ghosh
• Editors: Ashish Ghosh, Rajat K. De, Sankar K. Pal
• Edition: illustrated
• Publisher: Springer, 2007
• ISBN: 3540770453, 9783540770459
• Length: 677 pages
• Subjects: Artificial intelligence; Business & Economics / General; Computer Communication Networks; Computer science; Computers / Computer Science; Computers / Computer Vision & Pattern Recognition; Computers / Database Management / Data Mining; Computers / Hardware / Network Hardware; Computers / Image Processing; Computers / Information Technology; Computers / Intelligence (AI) & Semantics; Computers / Machine Theory; Computers / Networking / General; Data mining; Electronic books; Image processing; Information systems; Optical pattern recognition; Pattern perception; Pattern recognition systems; Psychology / Cognitive Psychology