Ebook: Computer Recognition Systems 2

Computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book presents actual comprehensive study of this field. It contains a collection of over one hundred carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:

• Features, learning and classifiers,
• Image processing and computer vision,
• Speech and word recognition,
• Medical applications,
• Various applications.

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.

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Computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book presents actual comprehensive study of this field. It contains a collection of over one hundred carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:

• Features, learning and classifiers,
• Image processing and computer vision,
• Speech and word recognition,
• Medical applications,
• Various applications.

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.

---

Computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book presents actual comprehensive study of this field. It contains a collection of over one hundred carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:

• Features, learning and classifiers,
• Image processing and computer vision,
• Speech and word recognition,
• Medical applications,
• Various applications.

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be the as well researchers as students of computer science, artificial intelligence or robotics.

Content:
Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Strategies of Shape and Color Fusions for Content Based Image Retrieval....Pages 3-10
Determining the Contour of Cylindrical Biological Objects Using the Directional Field....Pages 11-18
Trajectory Fusion for Multiple Camera Tracking....Pages 19-26
Object Selection Based on Clustering and Border Objects....Pages 27-34
Multi-directional Multi-resolution Transforms for Zoom-Endoscopy Image Classification....Pages 35-43
Image Retrieval for Image Theft Detection....Pages 44-51
Practical Evaluation of the Basic Concepts for Face Localization....Pages 52-59
Hybrid Fuzzy Clustering Method....Pages 60-67
Structural Image Analysis Based on Ontological Models....Pages 68-75
Homogeneity of Pixel Neighborhoods in Gray Level Images Investigated by the Grade Correspondence Analysis....Pages 76-83
Comparison of Hierarchical Cluster Analysis Methods Applied to Image Segmentation by Watershed Merging....Pages 84-91
Modified diffusion to Image Denoising....Pages 92-99
New Results in Generation of Accurate 3D Multiview Representation of Monotonous Polyhedrons....Pages 100-107
On the Application of Distance Transformation in Digital Image Colorization....Pages 108-116
Local Analysis of Stereo Image Pairs with Polynomial Series....Pages 117-123
The Architecture of the Face and Eyes Detection System Based on Cascade Classifiers....Pages 124-131
Morphological Edge Detection Algorithm and Its Hardware Implementation....Pages 132-139
Numerical Complexity Reduction in Live-Wire Algorithm....Pages 140-147
Image Segmentation Using Adaptive Potential Active Contours....Pages 148-155
Towards an Exploration of GCA Ordered Pixels....Pages 156-163
Front Matter....Pages 1-1
A Simple Method of Multiple Camera Calibration for the Joint Top View Projection....Pages 164-170
Spiral Scanning of Faces to Obtain Complete 3D View Representation of Monotonous Polyhedra....Pages 171-178
Face Detection in Color Images Using Primitive Shape Features....Pages 179-186
Detection of Near-Duplicated Image Regions....Pages 187-195
Automatic Merging of 3D Attribute Meshes....Pages 196-202
Front Matter....Pages 203-203
Learning Machines Information Distribution System with Example Applications....Pages 205-215
Maximum Margin Classification on Convex Euclidean Metric Spaces....Pages 216-223
Optimization of the SVM Screening Kernel-Application to Hit Definition in Compound Screening....Pages 224-231
Estimation of the Preference Relation on the Basis of Medians from Pairwise Comparisons in the Form of Difference of Ranks....Pages 232-241
Feature Selection for High-Dimensional Data — A Pearson Redundancy Based Filter....Pages 242-249
Some Approximation Algorithms for Minimum Vertex Cover in a Hypergraph....Pages 250-257
Reference Set Reduction Algorithms Based on Double Sorting....Pages 258-265
Using Graph Mining Methods in Searching for Frequent Patterns in Graph-Based Design Representation....Pages 266-273
Stability of Feature Points Defined by Approximating Quadric Surfaces....Pages 274-281
Generalisation of a Language Sample for Grammatical Inference of GDPLL(k) Grammars....Pages 282-288
Pattern Classification Using Efficient Linear Classifiers with Small Number of Weights....Pages 289-296
Markov Chain Model for Tree-Based Genetic Algorithm Used in Computer Aided Design....Pages 297-304
Binary Shape Characterization Using Morphological Boundary Class Distribution Functions....Pages 305-312
Fuzzy-aided Parsing for Pattern Recognition....Pages 313-318
On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm....Pages 319-326
Front Matter....Pages 203-203
Active Hypercontour as Information Fusion Method....Pages 327-333
Effective Ad Recognition Using Schur-type Signal Parametrization....Pages 334-339
Feature Extraction of Gray-Scale Handwritten Characters Using Gabor Filters and Zernike Moments....Pages 340-347
Pattern Discovery Through Separable Data Projections....Pages 348-355
Support Vector Machine Classifier with Feature Extraction Stage as an Efficient Tool for Atrial Fibrillation Detection Improvement....Pages 356-363
Classification Accuracy in Local Optimal Strategy of Multistage Recognition with Fuzzy Data....Pages 364-370
Experiments on Classifiers Obtained Via Decision Tree Induction Methods with Different Attribute Acquisition Cost Limit....Pages 371-377
Fast Adaptive Fourier Transform for Fourier Descriptor Based Contour Classification....Pages 378-385
A Feature Selection Approach in Problems with a Great Number of Features....Pages 386-393
Front Matter....Pages 394-401
Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification....Pages 403-403
Extraction of the Visual Features from the Audio-Visual Speech Signal and the Utilization of These Features for the Speaker Identification....Pages 405-412
Different Approaches to Class-Based Language Models Using Word Segments....Pages 413-420
Recognition of Ultra Low Resolution Word Images Using HMMs....Pages 421-428
Manageable Phrase-Based Statistical Machine Translation Models....Pages 429-436
Automatic Detection of Disorders in a Continuous Speech with the Hidden Markov Models Approach....Pages 437-444
The Polish Finger Alphabet Hand Postures Recognition Using Elastic Graph Matching....Pages 445-453
Character Recognition Based on Fourier Transfrom and CDWT in Postal Applications....Pages 454-461
Preprocessing for Real-Time Handwritten Character Recognition....Pages 462-469
Handwritten Word Recognition with Combined Classifier Based on Tri-grams....Pages 470-476
Front Matter....Pages 477-484
Semi-automatic Handwritten Word Segmentation Based on Character Width Approximation Via Maximum Likelihood Method and Regression Model....Pages 403-403
Sentence Boundary Verification in Polish Text....Pages 485-492
Front Matter....Pages 493-499
Synthesis of Static Medical Images — An Example of Melanocytic Skin Lesions....Pages 501-501
Morphological Spectra as Tools for Texture Analysis....Pages 503-509
Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative Treatment....Pages 510-517
Simple EEG Driven Mouse Cursor Movement....Pages 518-525
The Prediction of Fetal Outcome by Applying Neural Network for Evaluation of CTG Records....Pages 526-531
Determining Weights of Symptoms in a Diagnostic Inference....Pages 532-541
Hough Transform, (1+1) Search Strategy and Watershed Algorithm in Segmentation of Cytological Images....Pages 542-549
Preliminary Investigations Regarding the Blood Volume Estimation in Pneumatically Controlled Ventricular Assist Device by Pattern Recognition....Pages 550-557
’Sonar’ — Region of Interest Identification and Segmentation Method for Cytological Breast Cancer Images....Pages 558-565
Validation of Automatic ECG Processing Management in Adaptive Distributed Surveillance System....Pages 566-573
Estimation of a Muscle Force from a Mechanomyographic Signal During a Contraction of a Single Motor Unit....Pages 574-580
Automatic Segmentation of EMG Signals Based on Wavelet Representation....Pages 581-588
Elimination of Linear Structures as an Attempt to Improve the Specificity of Cancerous Mass Detection in Mammograms....Pages 589-595
Automatic Counting of Neural Stem Cells Growing in Cultures....Pages 596-603
Value of Digital Image Analysis in Research and Diagnosis of Urine Bladder Cancer....Pages 604-612
Movement Tracking of Coronary Artery Segment in Angiographic Images Sequences by Template Matching Method....Pages 613-620
Computer Ultrasonic Imaging of the Tongue Shape Changes in the Process of Articulation of Vowels....Pages 621-628
The Biometric Signals Processing....Pages 629-636
Front Matter....Pages 637-644
Digital Dental Models and 3D Patient Photographs Registration for Orthodontic Documentation and Diagnostic Purposes....Pages 501-501
Gait Motor Disturbances in Neurological Diseases Diagnosis....Pages 645-652
Analysis of Head-Mounted Wireless Camera Videos for Early Diagnosis of Autism....Pages 653-662
Automatic Generation of 3D Lung Model....Pages 663-670
Semi-automatic Seed Points Selection in Fuzzy Connectedness Approach to Image Segmentation....Pages 671-678
Control of Dexterous Hand Via Recognition of EMG Signals Using Combination of Decision-Tree and Sequential Classifier....Pages 679-686
Posterior Cruciate Ligament — 3D Visualization....Pages 687-694
Front Matter....Pages 695-702
A Self-training Approach for Automatically Labeling IP Traffic Traces....Pages 703-703
A Case-Base Reasoning System for Predicting the Economic Situation of Enterprises — Tacit Knowledge Capture Process (Externalization)....Pages 705-717
A Structural Pattern Analysis Approach to Iris Recognition....Pages 718-730
Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients....Pages 731-738
Decisive Factors in the Annotation of Emotions for Spoken Dialogue Systems....Pages 739-746
A Hybrid Big Rock Detection Algorithm Based on Multiple Images Fusion and Watershed....Pages 747-754
Design Description Hypergraph Language....Pages 755-762
Articulation Rate Recognition by Using Artificial Neural Networks....Pages 763-770
Recognition of Cycles of Repeated Hypoxia on the Basis of Time Periods in Biological Model....Pages 771-777
Fingerprint Reference Point Detection Using Neighbourhood Influence Method....Pages 778-785
Gene Expression Programming-Based Method of Optimal Frequency Set Determination for Purpose of Analogue Circuits’ Diagnosis....Pages 786-793
Prediction of Economic Situation of Small and Medium Enterprises Using Bayesian Network....Pages 794-801
Ensembles of Artificial Neural Networks for Predicting Economic Situation of Small and Medium Enterprises....Pages 802-807
Front Matter....Pages 808-815
The Performance of the Haar Cascade Classifiers Applied to the Face and Eyes Detection....Pages 703-703
FPGA Implementation of the Gradient Adaptive Lattice Filter Structure for Feature Extraction....Pages 816-823
Adaptive Selection of Feature Set Dimensionality for Classification of DNA Microarray Samples....Pages 824-830
Human Lips Recognition....Pages 831-837
Model Based Vehicle Extraction and Tracking for Road Traffic Control....Pages 838-843
Optimization of Linear Fuzzy Gene Network Model Searching....Pages 844-851
Back Matter....Pages 852-859
....Pages 861-863