Advances in Digital Image Processing and Information Technology
First International Conference on Digital Image Processing and Pattern Recognition, DPPR 2011, Tirunelveli, Tamil Nadu, India, September 23-25, 2011, Proceedings
Published on 10. October 2011
XVII, 478 pages
978-3-642-24055-3 (ISBN)
Description
This book constitutes the refereed proceedings of the First International Conference on Digital Image Processing and Pattern Recognition, DPPR 2011, held in Tirunelveli, India, in September 2011. The 48 revised full papers were carefully reviewed and selected from about 400 submissions. The conference brought together leading researchers, engineers and scientists in the domain of Digital Image Processing and Pattern Recognition. The papers cover all theoretical and practical aspects of the field and present new advances and current research results in two tracks, namely: digital image processing and pattern recognition, and computer science, engineering and information technology.
More details
Other editions
Additional editions
Dhinaharan Nagamalai | Eric Renault | Murugan Dhanuskodi
Advances in Digital Image Processing and Information Technology
First International Conference on Digital Image Processing and Pattern Recognition, DPPR 2011, Tirunelveli, Tamil Nadu, India, September 23-25, 2011, Proceedings
Book
09/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Digital Image Processing and Pattern Recognition
- Fuzzy Soft Thresholding Based Hybrid Denoising Model
- Introduction
- FL Based Thresholding
- Measurement of Performance
- Proposed Model with Fuzzy Soft Thresholding Function
- Results and Discussions
- Conclusion
- References
- Content-Based Image Retrieval Using a Quick SVM-Binary Decision Tree - QSVMBDT
- Introduction
- System Architecture
- Feature Extraction
- Principal Component Analysis
- Class Prediction Using the SVM-Binary Decision Tree
- Multi Class Classification Using SVM-Pair Wise Coupling
- Fuzzy C-Mean Clustering
- SVM Binary Decision Tree with Prefiltering of Images
- Experimental Results
- Conclusion
- References
- Implementation of LabVIEW Based Intelligent System for Speed Violated Vehicle Detection
- Introduction
- Binary Image Generation
- Interframe Difference Technique
- Background Subtraction Technique
- Speed Detection
- Results
- Conclusions
- References
- Feature Extraction from Lunar Images
- Introduction
- Related Work
- Shadow Removal
- Preprocessing
- Crater Edge Detection Using Canny
- Crater Detection
- Results and Discussions
- Conclusion
- References
- A Hybrid Approach to Estimate True Density Function for Gene Expression Data
- Introduction
- Proposed Fuzzy- Rough Set Approach
- Generation of FEPM Matrix
- V-Information Measure on the Fuzzy Approximation Spaces
- Simulation Results
- Conclusion
- References
- Top Down Hierarchical Histogram Based Approach for Printed Devnagri Script Charecter Isolation
- Introduction
- Basics of Devnagari Script
- Implementation Approach
- Digitization
- Thresholding and Morphological Operations
- Slant Angle Correction
- Segmentation
- Experimental Results
- Conclusion
- References
- Unsupervised Medical Image Classification Based on Skew Gaussian Mixture Model and Hierarchical Clustering Algorithm
- Introduction
- Hierarchical Clustering
- Skew Gaussian Distribution
- Initialization of Parameters
- Segmentation Algorithm
- Experimentation
- Performance Evaluation
- Conclusion
- References
- An Analog VLSI Implementation for Cepstral Technique for Disparity Estimation in Stereoscopic Vision
- Introduction
- Cepstral Filtering Technique
- Relation between Gabor Filter and FFT
- New Stereo Matching Algorithm: Cepstral Filtering Approach Using Gabor Filters
- Hardware Implementation
- Convolution Unit
- Squaring Module
- Summer Module
- Logarithmic Converter
- Experiment and Results
- Conclusion and Future Work
- References
- Finding Optimal Set of Orthogonal Polynomial Operators for Efficient Texture Feature Extraction
- Introduction
- Related Work
- Generation of Orthogonal Polynomial Operators
- Selection of Optimal Operator Set
- Mahalanobis Separability
- Proposed Methodology
- Experiments and Results
- Experiment #1
- Experiment #2
- Conclusion
- References
- Design of Optimized Neuro-Wavelet Based Hybrid Model for Image Compression
- Introduction
- Discrete Wavelet Transform and Sub-Band Coding
- Multilayer Perceptron Model with Back Propagation learning for Image Compression
- Overview of Linear Programming
- ProposedMethod
- Computer Simulation Results
- Conclusion
- References
- Writer Based Handwritten Document Image Retrieval Using Contourlet Transform
- Introduction
- Proposed System
- Feature Extraction
- Handwritten Document Image Retrieval
- Feature Database Creation
- Document Image Matching
- Experimental Results
- Image Database
- Retrieval Performance
- Conclusions
- References
- Semantic Learning in Interactive Image Retrieval
- Introduction
- Related Work
- Our Approach
- Image Descriptors
- DT-CWT
- DT-RCWF
- AdaBoost
- Image Retrieval
- Image Matching
- Experiments
- Image Database
- Performance Measures
- Image Retrieval Examples
- Conclusion
- References
- A New Method for Lossless Image Compression Using Recursive Crack Coding
- Introduction
- Existing Methods
- Image Model
- Connectivity
- Contour Tracing with Crack Coding
- Proposed Method
- Algorithm for Compressing Original Image
- Algorithm for Restoration of Original Image from Compresed Image
- Results and Discussion
- Conclusion
- References
- A Study on Block Matching Algorithms and Gradient Based Method for Motion Estimation in Video Compression
- Introduction
- Video Compression Process
- Motion Estimation (ME)
- Classification of ME Algorithms
- Block Matching Algorithms (BMA)
- Exhaustive Search (ES)
- N-Step Search
- Three Step Search (TSS)
- New Three Step Search (NTSS)
- Four Step Search (4SS)
- Diamond Search (DS)
- Four Step Genetic Search (4GS)
- Gradient Based Method
- Shape Adaptive Motion Estimation Algorithm
- Comparison of the Above Discussed BMA Algorithms
- Conclusion
- References
- Automatic, Robust Face Detection and Recognition System for Surveillance and Security Using LabVIEW (sCUBE)
- Introduction
- Image Acquisition
- Face Detection
- Face Recognition
- Implementation Using LabVIEW
- Results and Discussion
- Conclusion
- References
- Global Chaos Synchronization of Hyperchaotic Lorenz Systems by Sliding Mode Control
- Introduction
- Problem Statement and Our Methodology Using Sliding Mode Control
- Global Chaos Synchronization of Identical Hyperchaotic Lorenz Systems
- Main Results
- Numerical Results
- Conclusions
- References
- Segmentation of Micro Calcification Clusters in Digital Mammograms Using UIQI
- Introduction
- Universal Image Quality Index (UIQI)
- Proposed Method
- Experimental Results
- Conclusion
- References
- A Denoising Approach for Salt and Pepper Noise Corrupted Image at Higher Noise Density
- Introduction
- Background
- Standard Median Filter
- Adaptive Median Filter
- Non-local Means Filtering
- Proposed Method
- Experimentation
- Simulation
- Denoising Performance
- Conclusion
- References
- Blind Medical Image Watermarking Technique for Secure Recovery of Hidden Data
- Introduction
- Wavelet Based Image Compression
- Bi-orthogonal Wavelet Filter
- Topological Reordering
- Zig-Zag Coding
- Proposed Watermarking Technique
- Water Mark Embedding Procedure
- Watermark Extraction Procedure
- Results
- Without Attacks
- With Attacks
- Conclusion
- References
- Global Chaos Synchronization of L¨u and Pan Systems by Adaptive Nonlinear Control
- Introduction
- Adaptive Synchronization of Identical Pan Systems
- Theoretical Results
- Numerical Results
- Adaptive Synchronization of Non-identical L¨u and Pan Systems
- Theoretical Results
- Numerical Results
- Conclusions
- References
- Reducing False Positives in Minutia Detection by Using the Proposed Fingerprint Alignment Technique
- Introduction
- The Fingerprint Image and Minutia
- The Importance of Fingerprint Image Alignment Algorithms
- The Proposed Image Alignment and Enhancement Algorithm
- Pre-processing the Input Fingerprint Image
- K-Means Algorithm
- K-Means Algorithm for Fingerprint Image Rotation
- The Gabor Filter Based Fingerprint Image Enhancement
- Implementation Results and Analysis
- Fingerprint Database Used For Evaluation
- Sample Set of Results
- Conclusion and Future Work
- References
- Modeling and Simulation of Respiratory Controller Using Labview
- Introduction
- Anatomy of Respiratory Tract
- Modeling
- The Model for Gas Exchanger
- The Model for The Respiratory Controller
- Simulation
- Observations
- Conclusions
- References
- A Comparative Study on Human Spermatozoa Images Classification with Artificial Neural Network Based on FOS, GLCM and Morphological Features
- Introduction
- System Flow of the Framework
- Preprocessing
- Image Segmentation
- Feature Extraction
- First Order Statistics Features:
- Grey Level Co-occurrence Matrix Features:
- Combined Approach
- Classification
- Experimental Results
- Conclusion
- References
- Digital Video Watermarking Using Motion Detection and Singular Value Decomposition
- Introduction
- Proposed Watermarking Technique
- Singular Value Decomposition
- Motion Detection
- Watermark Embedding Procedure
- Watermark Extraction Procedure
- Method Analysis
- Experimental Results
- Conclusion
- References
- Mining Association Rules Using Hash-Index Technique
- Introduction
- The WPs-Mine Index
- WPs-Hash Indexed Tree Structure
- WPs-Mine Data Access Methods
- WPs-Mine Physical Organization
- Web Page Set Mining
- Frequent Web Pages Set Extraction
- Enforcing Constraints
- Experimental Results
- Index Creation and Structure:
- Frequent Web Pages Set Extraction Performance
- Conclusion
- References
- Iris Liveness Detection for Semi-transparent Contact Lens Spoofing
- Introduction
- Proposed Method
- Results and Discussion
- Conclusion
- References
- Stego-Image Generator (SIG) - Building Steganography Image Database
- Introduction
- Steganography
- Steganalysis
- Stego-Image Tools Reported in Literature Survey
- Architecture of SIG Tool
- Comparison of Stego-Image Generator with other Tools
- Conclusion
- References
- Review on OCR for Handwritten Indian Scripts Character Recognition
- Introduction
- Stages of HCR
- Properties of Indian Scripts
- Handwritten Character Recognition
- Recognition of Devanagari Script
- Recognition of Bangla Script
- Recognition of Oriya Script
- Recognition of Kannada Script
- Recognition of Malayalam Script
- Recognition of Tamil Script
- Recognition of Gurmukhi Script
- Conclusion and Future Scope
- References
- Satellite Image Processing Using Discrete Cosine Transform and Singular Value Decomposition
- Introduction
- Overview of DCT and SVD
- DCT
- SVD
- Proposed Methodology
- Results and Discussion
- Conclusions
- References
- Computer Science, Engineering and Information Technology
- Physical Layer Authentication in Wired and Wireless Communication Systems
- Introduction
- ProposedScheme
- Transmitter
- Tag Generator
- Superimpose
- Channel
- Signal Recovery
- Simulation Results and Discussion
- Conclusion
- References
- Cloud SaaS: Models and Transformation
- Introduction
- Cloud Computing
- The Model-Driven Architecture (MDA) Approach
- A Cloud SaaS: CIM, PIM and PSM
- Computation Independent Model (CIM) for OHRS
- Platform Independent Model (PIM) for OHRS
- Platform Specific Model (PSM) for OHRS
- Transformation Definition for OHRS: PIM to Relational PSM
- Conclusion and Future Work
- References
- Future Robotics Memory Management
- Introduction
- Database
- Database Management System
- Relational Database
- Problem with RDBS
- Definition for NOSQL
- Translation Table
- Characteristics
- CAP Theorem and NOSQL
- CORE NOSQL SYSTEMS
- Data and Query Model
- Persistence Design
- Graph Model
- How far the Graph Model Helps To Effective Data Retrieval in Robots
- Our Proposal System NOSQL On Humanoid Brain
- Humanoid Functionality
- More Memory Using NOSQL
- Map Reduces in Robotics
- Master Node
- Reduce Step
- Importance
- Advantages of Our NOSQL Implementation on Robotics
- Data Retrievals and Meaningful Schemas Issues in Database
- Conclusions
- References
- Impact of Outliers on Anonymized Categorical Data
- Introduction
- Motivation
- Related Work
- Preliminaries
- Outliers in Anonymized Data
- Anonymization Frame Work
- Metrics of Outliers
- Algorithm
- Performance Analysis
- Experiment Analysis
- Conclusions
- References
- Privacy in Mobile Ad Hoc Networks
- Introduction
- Related Work
- Modified New variant ElGamal signature scheme (MNES)
- Unconditionally Secure Privacy Preserving MAC (PPMAS):
- Verification of PPMAS
- Security Analysis
- The Privacy Preserving Communication Protocol
- Network Assumption
- Anonymous Intra MANET Communication
- Anonymous Communications between Two Arbitrary Special Nodes
- Anonymous Communication between Two Arbitrary Ordinary nodes
- Security Analysis
- Anonymity
- Impersonation Attacks
- Message Replay Attacks
- Performance Analysis
- Conclusion
- References
- Prototype Based Performance Prediction of Web Services
- Introduction
- Importance of UML 2.0
- Graphical User Interface.
- Related Work
- Methodology
- Case Study on Amazon.com
- Prototype of Amazon.com Web Service
- UI Elements of Login
- Flow Diagram of the UI Elements
- Activity Model
- Use Case Model
- Conclusion and Future Work
- References
- The Goal of Securing Mobile Ad-Hoc Network and Solutions
- Introduction
- Security Goals
- Security for Mobile Ad-Hoc Networks
- Security Threats and Goals
- Control Plane: Secure Ad-Hoc Routing
- Data Plane: Protect Packet Forwarding
- Supporting Components: Trust and Key Management
- Summary
- Conclusion
- References
- Elements of Cloud Computing: A Perspective on Service Oriented Enterprises (SOEs)
- Introduction
- Background
- Framework of Cloud Computing
- Cloud Service Models
- Virutalisation
- Fear of the Cloud
- Cloud and Business Growth and the Future
- Future of Cloud
- Comparison of Cloud System
- Conclusion
- References
- Extraction of Urban Road Network by Performing Edge - Aided Classification in Remote Sensing
- Introduction
- The Proposed Approach
- Pan Sharpening
- Classification
- Edge Detection
- Edge Aided Classification:
- Edge - Aided Segmentation
- Shape - Based Segmentation
- Segments Filtering
- Conclusion
- Reference
- Analysis of Texture Patterns in Diagnosing Osteoporosis Using Proximal Femur X-Ray Images
- Introduction
- Literature Review
- Materials and Methods
- Study Population
- BMD Evaluation
- Radiographic Evaluation
- Texture Analyses
- Results and Discussion
- Conclusion
- References
- Energy Efficient Data Aggregation in Cognitive Sensor Networks
- Introduction
- Related Work
- Proposed Work
- Types of Redundancy in the Above Infrastructure
- Redundancy Elimination
- Module Description
- Architecture of REDD
- Implementation Issues
- Algorithm: Cluster Formation
- Algorithm: Location Update (Dynamic Topology Management)
- Algorithm: Header Node Election
- Algorithm: Sensor Data Forwarding
- Context Aware System
- Redundancy Elimination
- Performance Analysis
- References
- VLSI Architecture for Compressed Domain Video Watermarking
- Introduction
- Hardware versus Software
- Research Review
- Video Compression
- Compressed Domain Watermarking Algorithm
- SIMULINK Prototyping
- System Level Modeling
- Modeling the Architecture
- Experimental Results
- Filtering
- Salt and Pepper Noise
- Rotation
- Gaussian Noise:
- Speckle Noise
- Conclusion
- References
- Decimal Floating Point Multiplier Using Double Digit Decimal Multiplication
- Introduction
- DFP Formats
- Rounding
- Sticky Bit Generation
- Round Digit and Guard Digit Generation
- DFP Multiplication
- Double Digit Decimal Multiplication (DDDM)
- DFP Multiplication Using DDDM
- Synthesis Results of DFP Multiplier
- Conclusion
- References
- Fuzzy Cost Based Multicast Routing for Mobile Ad-Hoc Networks with Improved QoS
- Introduction
- Fuzzy Cost Based Multicast Routing
- Fuzzy Concept in MANETs
- Fuzzy Cost Evaluation
- Design of Fuzzy Inference Engine for FC-MAODV
- Proposed Routing Protocol
- Simulation Model
- Analysis of Results
- Conclusion
- References
- Cooperative Resource Allocation for Primary and Secondary Users with Adjustable Priorities in Cognitive Radio Networks
- Introduction
- System Model
- Power Control and Channel Allocation Game
- Primary User Game
- Secondary User Game
- Existence of Nash Equilibrium (NE)
- Uniqueness of Nash Equilibrium
- Existence of Nash Equilibrium - Exact Potential Function
- Simulation Results
- Conclusions
- References
- A Method for Identifying and Analyzing Authentication Mechanisms and a Case Study
- Introduction
- MIAMA Structure
- Context Identification
- Identifying the Authentication Mechanisms
- Defining the Aspects
- Defining the Severity Levels
- Assigning the Aspect Weighing
- Assessing the Severity Levels
- Mapping the Severity Levels
- Final Calculation
- Final Classification
- MIAMA Application
- Authentication Mechanism Analysis and Identification System
- Conclusion
- References
- An AI Based Framework Proposal for Real Time Robot Design Using Framsticks
- Introduction of Virtual World
- Data Probing
- Proposed AI Techniques
- Co-evolution
- Virtual Ecologies
- Lifetime Learning
- Behavioral Primitives
- User Guided Evolution
- Moving Robot Design
- Framsticks
- Autonomous Moving Robot
- Fitness Function
- Dynamic Simulation
- Experiments and Results
- Khepera Robot in a Flat Surface
- Khepera Robot in a Bumpy Surface
- Conclusions
- References
- Analysis and Comparision of Position Based Routing Protocol in Mobile Adhoc Network
- Introduction
- Classification of Routing Protocol in Manet's
- Position Based Routing Protocol
- Location Aided Routing Protocol (LAR)
- Distance Routing Effect Algorithm for Mobility (DREAM
- Performance Evaluation
- Qualitative Properties
- Quantitative Properties
- Proposed Solution for Performance Evaluation
- Conclusions
- References
- Author Index
