NDLI: Efficient Image Denoising Method Based on Support Vector Machine

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2009 Third International Symposium on Intelligent Information Technology Application Workshops

Table of Contents

Message from the IITA 2009 Workshop Chairs

IITA 2009 Workshops Reviewers

An Empirical Study on Employees Duty and Their Performance

Analysis and Design of Grain Logistics Distribution and Optimization Research Based on Web GIS

Study of Elevator Safety Performance Test System Based on LabVIEW

The Uniqueness of the Weak Solutions of the Three-dimensional Infiltration Problem

Signal Processing of Magnetic Memory in Steel-cord Belts Based on Wavelet Analysis

Study of Information Systems Services Based on Relational Matrix Analysis Method

Method of Chinese Text Categorization Based on Variable Precision Rough Set

Evaluation of Ecological Compensation Based on Analytical Hierarchy Process

Query Fusion Based on the Deep Web Database

Evaluation for Urban Sustainable Development Based on AHP

Determination of Price and Warranty Length in Supply Chain

Comprehensive Simulation Analysis of Plastic Injection Process

What Drives People to Contribute in Peer Production Projects? - A Review of the Participating Motivaton of Peer Producers

The Methods of Network Traffic Statistical Anomaly Detection Based on Network Processor

MRS Based Brain Tumors Diagnosing

Computer Based Breast Cancer Diagnosis

Anti-Cross-Interference Technique Based on Integral Imaging

A Study on Important Role of Mathematical Modeling Training and Contest for Education of Innovative Talents

Fusion and Integration Framework Study on Road Network and Dynamic Traffic Data in Vehicle Navigation

The Assessment of EEG in Patients with Spinal Cord Injury to Movements

Analysis of SaaS-Based Informationization in Small and Medium-Sized Logistics Enterprises

Design IT Policy Based on Suchman Legitimacy Theory

Research of Word Sense Disambiguation Based on Mining Association Rule

The Deficit and Constraint of Electronic Publishing

The Advantage and Trend of Electronic Publishing

Business Models and Application of M-Commerce

Task-Based Envisioned Interface and Prototype Practice in E-shopping Website Design

Design and Implementation of the MANET and Internet Interconnection Based on AODV

Research on Key Technologies of MES Development Based on Component and Driven by Ontology

A Revised Efficient Authentication Protocol for Low-Cost RFID System

Suboptimal Nonlinear Model Predictive Control Based on Genetic Algorithm

An Expert System for Road Extraction from Remote Sensing Image

A Neural-Network Algorithm Finding Zeros of Polynomials of High Degree

An Effective Multi-fault Localization Algorithm for Optical Networks

Building of Electronic Innovation Practice Studying and Communication System Based on Dynamic Network Technology

Building Accurate Associative Classifier Based on Closed Itemsets and Certainty Factor

Implementation of Real-Time Audio Watermarking Based on DSP

Investigation into Orthogonality Qualities of Multivariable Wavelet Packet Bases

The Orthogonality Properties of Vector-Valued Two-dimensional Wavelet Packets with an Integer Dilation Factor

A Novel Approach for Designing a Class of Orthogonal Vector-valued Wavelets

Construction of a Sort of Biorthogonal Vector Wavelets with Four-scale

Robust Control of Regulator System of Arc Furnace Based on Feedback Linearization

Design and Implementation of Industrial Multi-Parameter Data Acquisition System Based on AT89S52

Fuzzy Comprehensive Evaluation on the Sustainable Development of Equipment Manufacturing Industry Based on Improved Algorithm

Develop Countermeasures of the Equipment Manufacturing Industry Based on Supply Chain Management

Affluence of Hyper-traffic Strategy on Regional Economic Development Based on Gray Theory Exemplified as Hebei Province in China

Stream Flow Forecasting by Artificial Neural Network and TOPMODEL in Baohe River Basin

Chaos Immune Particle Swarm Optimization Algorithm with Hybrid Discrete Variables and its Application to Mechanical Optimization

Power Mutation Particle Swarm Optimization with Hybrid Discrete Variables and its Application to Gear Reducer

Adaptive Matching Fourier Transform for Nonuniform Sampled Signal Analyzing

The Time and Cost Modeling of TBM in Tunnelling Based on Risk Evaluation

Realization of Distributed Vehicle Dynamic Simulation System in Virtual Reality

Fast Mode Selection and Disparity Estimation for Multiview Video Coding

Study on the Information Disclosure of Environmental Accounting

Research on Privacy Preserving Distributed C4. 5 Algorithm

Analysis on Agile Software Development Methods from the View of Informationalization Supply Chain Management

Study on Development of Shopping at Network in E-Commerce

Forest Monitoring Application Systems Based on Wireless Sensor Networks

XCL: A Data Representation Model from the Viewpoint of Ontology

Stable Clustering Based on Motion Similarity Evaluation in Mobile Ad Hoc Networks

Experimental Study on Desulfurization Performance of Pocket-Fly Gas

Noise Pollution and Control Measures of Rubber Factory Compressor Room

Water Quality Assessment of Xida Section Based on Fuzzy Comprehensive Evaluation

Waste Gases Utilization and Power Generation in Iron and Steel Works

Research on Railway Coach Electric Safety Monitoring System

Exhibition E-commerce Enterprises Analysis: A Case Study of Expo-china.com

Formative Assessment Management System Based on Fuzzy Evaluation

New Approach to Structure Optimum Design with Neural Networks

Workflow-Based Process Management of Network Management Testing

Efficient Image Denoising Method Based on Support Vector Machine

Research on Nodes Location Technology in Wireless Sensor Network Underground

Model and Function Design of Circular Economy Evaluation System in Coal Enterprise

An Improved Cross-Layer Mapping Mechanism Based on IEEE802.16

Generalized Expected Value Model for Stochastic Programming and its Application in Vehicle Routing Problems

Stock Data Analysis Based on BP Neural Network

Template Matching Based on an Improved PSO Algorithm

Simulating the Soil Moisture and Runoff in Baohe Catchment Based on TOPMODEL and DEM

Heuristics Gleaning from Massive Databases - A Model for a New Rapid Decision Era

Addressing Burdens of Open Database Connectivity Standards on the Users

Development of Down-hole Video Imaging Logging System

New Approach for GPS/INS Integrated Navigation

System Analysis on Transformation of Achievements of Science and Technology Based on System Dynamics

Workflow Automation and Management in the Real Estate Office Automation System

The Study on the Evaluation Method of Financial Risk Based on Fuzzy Set of Evaluation Index

Coordinated Scheduling of Berth and Quay Crane Based on MAS

Dynamic Vehicle Routing Based on MAS

Research on Fuzzy Reinforcement Learning Algorithm for Agents in Grids

Application of Entropy Weight Theory in Owner's Risk Decision under EPC Model

Applications of Information Fusion Based on Fuzzy Neural Network to Rotating Machinery Fault Diagnosis

Face Recognition Using Constrained Active Appearance Model

Application of S7-400 and WinCC in Dense Phase System

An Automatic System to Reconstruct and Repair Telmat Scanning Model

A Modeling Method of Clothes for Automatic Design Clothes

An Improved Anti-collision Algorithm Based on Heavy-buying Environment

Improved Algorithms of Music Information Retrieval Based on Audio Fingerprint

On Fuzzy Correlation Analysis

A Remote Sensing Image Compression Algorithm Based on Adaptive Threshold

Chinese Semantic Role Labeling Based on Conditional Random Fields

Research on the Wavelet-Based Adaptive Digital Watermarking Algorithm

Design of Concrete Spraying Machine's Automatical Dust-removing System

A Head Detection Method Based on Curvature Scale Space

Study on Residual Current Protective Strategy Based on Network

Chinese-English Chunk Alignment Based on Anchor Chunk

Using Kullback-Leibler Divergence Language Models to Find Experts in Enterprise Corpora

High-speed Parallel 32×32-b Multiplier Using a Radix-16 Booth Encoder

Spectrum Sensing for Cognitive Radio

Implementation of 2D/3D Transformation for Clothing Panel

A Kind of Spectral Clustering for Mixed Data

Feed Ranking Refinement with Similitary Distribution in Blog Distillation

Design of Compressor Displacement Testing System for Air-conditioner of Air-conditioned Passenger Train

On AHP Model and Fuzzy Judgement in Evaluation of Construction Enterprises' Intellectual Capital

Application of Unascertained Measurement Model in Customer Satisfaction Measurement

Application of Carbon Fiber Sheet in Extensional Reinforced Beams

Gas Emission Rate Prediction in Fully-Mechanized Excavated Faces Based on Support Vector Machine

Experimental Study and Application of HPC by Mixing Fly Ash

Research and Design of Test System for Automobile Combined Switch

On Construction of Information System in College Management Based on Team Collaboration

The Study on Estimate of College Information Management System

Multi-step Predictions for Generalized Heave Motion of Wave Compensating Platform Based on ELMAN Neural Network

An Improved Immune Genetic Algorithm for Solving the Packing Problem in the Hull Construction Automatic Packing System

2008 International Symposium on Intelligent Information Technology Application Workshops

Workshop on Intelligent Information Technology Application (IITA 2007)

Efficient Image Denoising Method Based on Support Vector Machine

Content Provider	IEEE Xplore Digital Library
Author	Tu Xionggang Chen Jun
Copyright Year	2009
Abstract	The paper presents a image denoising approach based on Support Vector Machine (SVM) . The method proposed here employs the regression capability offered by SVM network to construct a filter for image denoising, where our feather selection and training data-set design enables the suppression of various kinds of noises. Our experimental results demonstrate that the proposed method works well for image denoising while edge information is substantially retained, thus it can be used as a promising image preprocessing tool.
Starting Page	269
Ending Page	272
File Size	485313
Page Count	4
File Format	PDF
ISBN	9781424464203
e-ISBN	9781424464210
DOI	10.1109/IITAW.2009.125
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-11-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Support vector machines Image Denoising Machine learning algorithms Wavelet domain Noise reduction Support Vector Machine Application software Kernel Information technology Machine intelligence Image denoising Wavelet coefficients
Content Type	Text
Resource Type	Article

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