Signal Processing, Image Processing and Pattern Recognition

Name: Signal Processing, Image Processing and Pattern Recognition | International Conferences, SIP 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings
Brand: Springer
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International Conferences, SIP 2011, Held as Part of the Future Generation Information Technology Conference, FGIT 2011, in Conjunction with GDC 2011, Jeju Island, Korea, December 8-10, 2011. Proceedings

Tai-hoon Kim Hojjat Adeli Carlos Ramos Byeong-Ho Kang(Editor)

Springer (Publisher)

Published on 2. December 2011

XIV, 450 pages

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978-3-642-27183-0 (ISBN)

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Content

Intro
Title
Foreword
Preface
Organization
Table of Contents
Image Content Detection Method Using Correlation Coefficient between Pixel Value Histograms
Introduction
Proposed Two-Stage Image Search Method
Image Search Method Using the Correlation Coefficient between Pixel Value Histograms
Image Search for JPEG Compression Images
Pre-search Algorithm for the Proposed Image Search Method
Simulation and Results
Identification of Match Image and Extractive Omission
Excessive Extraction
Conclusions
References
Measuring Blockiness of Videos Using Edge Enhancement Filtering
Introduction
Proposed Blockiness Metric to Detect Video Artifacts
Blind Measurement Approach
Edge Enhancement Filtering
Generate Blockiness Metric
Experimental Result
Experiments on JPEG Images
Experiments on MPEG-2 Video Frames
Conclusion and Future Work
References
An Improved Joint Particle Filter Algorithm for Multi-target Tracking
Introduction
Joint PF-JPDA Algorithm
Sequential Monte Carlo JPDA (SMC-JPDA) Method
Joint PF-JPDA Algorithm
Improved Joint Particle Filter Algorithm
Simulations
Conclusion
References
Enhanced Fuzzy-Based Models for ROI Extraction in Medical Images
Introduction
Related Work
Overview on Semi-supervised FCM
The Proposed Models Description
Experimental Results
Test Dataset
Validation Functions
Results
Conclusions
References
A Variation of Local Directional Pattern and Its Application for Facial Expression Recognition
Introduction
LDP
Local Directional Pattern
Expression Features Based on LDP
Expression Recognition Based on Improved LDP
Expression Features Based on Improved LDP
Feature Extraction and Recognition Based on the Improved LDP
Weighting and Overlapping Techniques
Weighting
Overlapping Block
Experiments and Results
Comparison of LBP, LDP and Proposed Method
Extensional Experiment with Independence of Training Objects Completely
Performance with the Weighting and Overlapping Techniques
Conclusions
References
Application of Fourier Transform to Get an Original Satellite Image without Applying the SRM or 180 Degree Rotation
Introduction
What Is Simple Fourier Transform?
What Is Discrete Fourier Transform?
Different Form of Discrete Fourier Transform
Methodology
Steps
Programing Code for Discrete Fourier Transform
Results
Conclusion
References
Evaluating Inpainting Methods to the SatelliteImages Clouds and Shadows Removin
Introduction
Methodology
The Region Detection Method
First Approach
Second Approach
Results and Discussions
Conclusion
References
Comparing Different High-Pass Filters to Improve the Accuracy of Classification of Satellite Imagery Obstructed by Clouds and Fog
Introduction
Methodology
Cloud Detection
Image Opening
Homomorphic Filter
Algorithm of the Utilized Method
Results and Discussions
Conclusion
References
A Fast Implementation of Semi-Markov Conditional Random Fields
Introduction
Semi-Markov Conditional Random Fields
Forward Algorithm
Backward Algorithm
Parameter Estimation
Evaluation
Complexity Analysis
Conclusion
References
Adapted Scan Based Lossless Image Compression
Introduction
Proposed Approach Description
Autocorrelation Improvement
Compression Efficiency Improvement
Conclusion
References
Localization of Passengers Inside Intelligent Vehicles by the Use of Ultra Wideband Radars
Introduction
Ultra Wideband Basics
System Setup
Approach
Tests and Results
Conclusion and Outlook
References
Spectral Density Analysis: Theta Wave as Mental Stress Indicator
Introduction
Experiment
Subject
Experiment Set Up
Experiment Protocol
EEG Signal Processing
Preprocessing Method
Burg Method
Akaike Information Criterion
Result and Discussion
Conclusion
References
Leaf Image Analysis towards Plant Identification
Introduction
Previous Works
Leaf Blade Shape
Leaf Grouping
Leaf Arrangement
Leaf Venation
Leaf Margin
Our Work
Algorithms for Database Creation
Algorithms for Preprocessing of Images in the Database
Finding Out the Mathematical Characteristics of the Stored Image in the Database
Algorithms for Preprocessing of Input Image and Mathematical Characteristic
Algorithms for Comparison of Characteristics of the Input Image with the Stored Images
Another Algorithms for Comparison of Characteristics of the Input Image with the Stored Images
Result and Analysis
Conclusion
References
Watermarking Using Multiresolution Cosine Transformation: A Review
Introduction
Cryptography
Steganography
General Framework for Watermarking
Basic Principles of Watermarking
Digital Watermarking Techniques
General
Spatial Domain Technique
Frequency Domain Technique
Application of Digital Watermarking
Attacks on Watermarking
JPEG Compression
Geometric Transformations
Result and Discussion
Spatial Domain Watermarking
Frequency Domain Watermarking
Conclusion
References
Use of Artificial Neural Network in Bengali Character Recognition
Introduction
Overview of Bengali Scripts
Properties of Bengali Scripts
Artificial Neural Network
Literature Review
Our Work
Pre-processing
Data Collection
Recognition Process
Result
Conclusion
References
New Algorithm for Skewing Detection of Handwritten Bangla Words
Introduction
Literature Review
Projection Profile Analysis
Skew Detection Algorithm
Result
Conclusion
References
An Extended Set of Haar-like Features for Bird Detection Based on AdaBoost
Introduction
Related Work
Experiment Method
Haar-like Features
Integral Image
AdaBoost Algorithm
Motion Process
Experimental Result
Conclusion
References
A Non-blind Digital Image Watermarking Method Based on the DyadicWavelet Transform and Interval Arithmetic
Introduction
Interval Arithmetic (IA)
Dyadic Wavelet Transform (DYWT) Based on IA
Watermarking Algorithm
Experimental Results
Conclusion
References
Song Classification: Classical and Non-classical Discrimination Using MFCC Co-occurrence Based Features
Introduction
Proposed Methodology
Extraction of Features
Classification
Experimental Results
Conclusion
References
Gabor Based Gender Classification with Classifier Independent Feature Selection
Introduction
Related Work
Proposed Method
Face Detection
Gabor Features
Feature Vector Generation
Classification
Experiment and Results
Conclusion
References
Data Hiding in Images Using Some Efficient Steganography Techniques
Introduction
Preliminaries
Basic Paradigm of LSB Based Data Hiding Operation
LSB Substitution Based Steganographic Techniques
LSB Substitution in Grayscale Image
LSB Substitution in Color Image
Steganalysis
Message Encryption Using RSA Algorithm
Results and Discussions
Limitations of the Proposed Techniques
Conclusion
References
Context Based Speech Analysis of Bengali Language as a Part of TTS Conversion
Introduction
TTS System
Speech Synthesis
Background Study
Preprocessing Module
Text Analyzer
Synthesis Module
Proposed Work
System Architecture
Experimental Result
References
Image Searching with Eigenfaces and Facial Characteristics
Introduction
Related Work
System Design and Implemenation
Face Detection and Classification
Image Preprocessing
Face Recognition
Results and Discussions
Face Detection
Face Recognition
Conclusions and Future Work
References
Design of DT-CNN for Imputing Data at Unobserved Location of Geostatistics Image Dataset
Introduction
Related Works
Cellular Neural Network
Discrete-Time Cellular Neural Network
The New Model of DT-CNN for Reconstructing a Damaged Geostatistics Dataset
Experimental Setup
Accuracy Evaluation
Experimental Results and Discussion
Conclusions
References
Enhanced Edge Localization and Gradient Directional Masking for Moving Object Detection
Introduction
Related Research
Proposed Method
Gradient Map and Edge Map Generation
Gradient Difference Image Calculation
Masking and Threshold Selection
Update Background
Simulation Results and Discussion
Conclusion
References
Automatic Detection of Face and Facial Landmarks for Face Recognition
Introduction
Materials and Methods
Binarization and Connected Component Labelling
Face Detection Method
Face Landmark Localization
Proposed Algorithm
Experimental Results
Conclusion
References
A Tool for Ranking and Enhancing Aesthetic Quality of Paintings
Introduction
Related Work
Proposed Tool for Ranking Given Set of Paintings
Implementation and Experimental Results
Evaluation and Discussion
Conclusion and Future Enhancement
References
Aging Progression of Elderly People Using Image Morphing
Introduction
Related Work
Methodology
Feature Extraction from the Original Source Image
Calculate Feature Difference Mean Value
Calculate Destination Feature Values
Simulate the Final Image from Source and Destination Images
Testing and Evaluation
Conclusion
References
Off-line Signature Verification Based on Combination of Modified Direction and Microstructure Features
Introduction
Feature Extraction
Modified Direction Feature
Microstructure Feature
Principal Components Analysis
Support Vector Machine
Experiments and Results
Experiments on GPDS Corpus
Experiments on MCYT Corpus
Comparison with Other Methods
Comparison with mdfinfo
Comparison with emdf
Conclusion
References
Heart Sound Feature Reduction Approach for Improving the Heart Valve Diseases Identification
Introduction
The Heart Sound Signals Data Set
The ChiMerge and Deep Believe Networks: A Brief Introduction
ChiMerge Feature Evaluation
Deep Believe Networks
Heart Sound Feature Selection and Classification
Feature Selection Using ChiMerge
Feature Selection Using Deep Belief Network
Experimental Results and Discussions
Results of the ChiMerge Approach
Results of Deep Believe Networks Approach
General Analysis
Conclusions
References
Comparison of Different Ontology-Based Query Expansion Algorithms for Effective Image Retrieval
Introduction
Related Work
Semantic Knowledge from Ontology Approach
Semantic Knowledge from Probabilistic Approach
Concept-Based Similarity Distance
WordNet Similarity
Wikipedia Similarity
Preliminary Experiments and Results
Conclusion
References
Fast Reconstruction Technique for Medical Images Using Graphics Processing Unit
Introduction
Literature Review
Magnetic Resonance Imaging Basics
Fourier Transform Based MR-Imaging Principle
MRI Data Acquisition
MR Image Reconstruction
Application of Inverse FFT to K-Space Data
Experimental Setup
Simulation Results
GPU Based MR-Image Reconstruction
Limitations and Future Work
Conclusion
References
Adaptive Image Zooming Based on Bilinear Interpolation and VQ Approximation
Introduction
The Vector Quantization Scheme
The Proposed Scheme
Experimental Results
Conclusions
References
An Enhanced Fuzzy C-Means Clustering (ECFMC)Algorithm for Spot Segmentation
Introduction
Review of Related Works
Spot Segmentation Using the Enhanced Fuzzy C-Means Clustering Algorithm
(a). Enhanced Fuzzy c-Means Clustering Algorithm (EFCMC)
(b). Introducing the Neighborhood-Dependent Fuzzy Factor
Results and Comparative Analysis
(a). Experimental Dataset
(b). Segmentation Results
Conclusion
References
On Intutionistic Fuzzy T-ideals in TM-Algebra
Introduction
Preliminaries
Definition
Definition
Definition
Definition
Definition
Definition
Intuitionistic Fuzzy T-ideal
Definition
Definition
Definition
Definition
Definition
Theorem
Theorem
Theorem
Theorem
Theorem
Theorem
Theorem
Definition
Definition
Theorem
References
Mitigating Congestion and Improving the Performance of Wireless Sensor Networks
Introduction
Existing Protocols
AODV Protocol
Dynamic Source Routing (DSR)
Performance Comparison of Routing Protocols
Mannasim
Program Code
Congestion Aware Routing (CAR)
Implementation Details
Results and Discussions
Conclusion
References
Robust Key Points Matching by Ordinal Measure
Introduction
Review of Rank Correlation Techniques
Strength of Ordinal (Ranked) Measure Relationships
Procedure for Computing Spearman's Rho Rank Correlation Coefficient (?)
Procedure for Computing Kendall's Tau (t)
System Overview
The Computation of Rotational Invariant Gradient
Algorithm
Experimental Results
Performance Evaluation
Comparison with Other Methods
Conclusion
References
Performance Enhanced Hybrid Kohonen-Hopfield Neural Network for Abnormal Brain Image Classification
Introduction
Materials and Methods
Image Pre-processing and Feature Extraction
Filtering
Textural Feature Extraction
Kohonen-Hopfield Neural Network Based Image Classification
Hybrid Kohonen-Hopfield Neural Network
Kohonen Neural Network (KN)
Hopfield Neural Network (HNN)
Implementation
Experimental Results and Discussions
References
Middleware for Physical and Logical Context Awareness
Introduction
Context Aware Middleware
Some Key Issues
Sensor, Virtual Sensor and Meta Sensor
Semantic Context Model
Mobile Agent System
Open Web Service
Conclusion
References
The Use of Biorthogonal Wavelet, 2D Polynomial and Quadtree to Compress Color Images
Introduction
The Proposed System
Tests Results
Conclusions
References
A Robust Method for Head Orientation Estimation Using Histogram of Oriented Gradients
Introduction
Head Region Extraction
Learning Codebook of Extended Templates from Training Images
Sampling Points
Pattern Descriptors
Extended Templates
Estimation of Human Head Orientation
Matching
Estimation from Unweighted and Weighted Rotation Angles
Experiments
Initializations
Results
Conclusion
References
Fusion of Gait and Facial Feature Using PCA
Introduction
Related Work
Face and Gait Fusion Approach
Principal Component Analysis
Fusion of Feature
Recognition System
Experiment and Result
Conclusion and Future Work
References
Shockwave Velocity Estimation from Laser Induced Breakdown Images
Introduction
Shockwave Experiment
Shockwave Velocity Estimation
Conclusion
References
A Temporal Item-Based Collaborative Filtering Approach
Introduction
Related Works
The Proposed Approach
Experimental Result
Conclusions
References
A New Fusion Algorithm for Dim Target Detection Based on Dual-Wave Infrared Images
Introduction
Wavelet Multi-resolution Analysis
The Decomposition Principle of Two-Dimensional Wavelet
Image Fusion Based on Wavelet Decomposition
Image Fusion Based on Energy and Region Relativity
Algorithm Theory
Fusion Rules
Experimental and Analysis
Conclusions
References
Fractal Analysis and the Effect of Aging on the Heart Rate and Breathing Frequency Relationship
Introduction
Methods
Subject and Signal Acquisition
Fractal scaling Analysis
Results
Analysis
Conclusion
References
Relational Features for Texture Classification
Introduction
Relational Features
Histogramming of Features
Other Texture Descriptors
Gray-Level Co-occurence Matrices
Gabor Filters
Haar Wavelets
Tamura Features
Experimental Results
VisTex Database
KTH-TIPS Database
Parameters Setting
Classification Results and Discussion
Conclusion
References
Author Index

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Signal Processing, Image Processing and Pattern Recognition

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