Intelligence Science and Big Data Engineering : 4th International Conference, IScIDE 2013, Beijing, China, July 31 -- August 2, 2013, Revised Selected Papers / edited by Changyin Sun, Fang Fang, Zhi-Hua Zhou, Wankou Yang, Zhiyong Liu.

Format:

Book

Contributor:

Sun, Changyin, Editor.

Fang, Fang, Editor.

Zhou, Zhi-Hua., Editor.

Yang, Wankou., Editor.

Liu, Zhiyong, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics ; SL 6, 8261

Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 8261

Language:

English

Subjects (All):

Computer vision.

Pattern recognition systems.

Computer graphics.

Artificial intelligence.

Multimedia systems.

Data mining.

Computer Vision.

Automated Pattern Recognition.

Computer Graphics.

Artificial Intelligence.

Multimedia Information Systems.

Data Mining and Knowledge Discovery.

Local Subjects:

Computer Vision.

Automated Pattern Recognition.

Computer Graphics.

Artificial Intelligence.

Multimedia Information Systems.

Data Mining and Knowledge Discovery.

Physical Description:

1 online resource (XX, 908 pages) : 404 illustrations

Edition:

1st ed. 2013.

Contained In:

Springer Nature eBook

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.

System Details:

text file PDF

Summary:

This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013, held in Beijing, China, in July/August 2013. The 111 papers presented were carefully peer-reviewed and selected from 390 submissions. Topics covered include information theoretic and Bayesian approaches; probabilistic graphical models; pattern recognition and computer vision; signal processing and image processing; machine learning and computational intelligence; neural networks and neuro-informatics; statistical inference and uncertainty reasoning; bioinformatics and computational biology; and speech recognition and natural language processing.

Contents:

Advanced Variable Window Stereo Matching Algorithm

Unfocused Blur Assessment of SAR

Syntactic Sensitive Complexity for Symbol-Free Sequence

Compression in Molecular Simulation Datasets

Online-Learning Structural Appearance Model for Robust Visual Tracking

Polygon-Location Method Based on Uyghur Text Regional Rules

Study on the Electromagnetic Performance of Hydroelectric Generator Based on Intelligent Control

Text-Independent Phoneme Segmentation via Learning Critical Acoustic Change Points

Robustness Analysis of Z-type ZLE Solving

Orthogonal Waveform Design Based on the Modified Chaos Genetic Algorithm for MIMO Radar

Automatic Object Tracking in Aerial Videos via Spatial-temporal Feature Clustering

A Neural Network for Parameter Estimation of the Exponentially Damped Sinusoids

Local-Global Joint Decision Based Clustering for Airport Recognition

Spatio-temporal Features for Efficient Video Copy Detection

Improve Scene Classification by Using Feature and Kernel Combination

Horror Text Recognition Based on Generalized Expectation Criteria

A Representative-Sequence Based Near-Duplicate Video Detection Method

Non-negative Sparse Coding Using Independent Multi-Codebooks for Near-Duplicate Image Detection

Machine Vision Based Automatic Micro-parts Detection System

Segment Based Depth Extraction Approach for Monocular Image with Linear Perspective

A Fuzzy Mix-Prototype Clustering Algorithm for Leukemia Data Analysis

Blind Image Quality Assessment with Semi-supervised Learning and Fuzzy Logic

Research on Quality Improvement of Polarization Imaging in Foggy Conditions

Human Interaction Recognition by Spatial Structure Models

Robust Principal Component Analysis for Recognition

Time-Varying Distributed Resource Allocation Based on Thermal Minority Game

Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery

An Efficient Resource Allocation Method for Multimedia Cloud Computing

Research and Application of Corrosion Prediction Based on GRA-SVR

Data Map

Strip Flatness and Gauge Multivariable Control at Cold Tandem Mill Based on Fuzzy RBF Neural Network

Medical Image Segmentation Based on FCM and Wavelets

Image Segmentation Based on NSCT and BF-PSO Algorithm

Non-linear Feature Fusion Based on Polynomial Correlation Filter for Face Recognition

Automated Tongue Segmentation Based on 2D Gabor Filters and Fast Marching

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis.-Harmonious Competition Learning for Gaussian Mixtures

Color Image Segmentation Based-on SVM Using Mixed Features and Combined Kernel

Co-expressing Patterns of Schizophrenia Candidate Genes in Brain Regions

Boosting Deformable Part Model by Sample Sharing and Outlier Ablation

Multi-cue Visual Tracking Based on Sparse Representation

Visual Saliency Detection via Homology Distribution and Color Contrast

A Comparative Study on Selecting Acoustic Modeling Units in Deep Neural Networks Based Large Vocabulary Chinese Speech Recognition

Multi-level Linguistic Knowledge Based Chinese Grapheme-to-Phoneme Conversion

Blind Quality Assessment on Binary Seal Images

Image Super-Resolution Based on Data-Driven Gaussian Process Regression

Face Recognition Based on Non-Subsampled Contourlet Transform and Multi-order Fusion Binary Patterns

Texture-Aware Fast Global Level Set Evolution

A Novel Metric for Image Denoising Algorithms

Adaptive Weight Optimization for Classification of Imbalanced Data

Fuzzy-PI Switch Control in Intermediate Frequency Heating Process of 3PE-Coating

An Improved Method in Change Detection of Multitemporal Remote Sensing Image

A Probability-Based Object Tracking Method

Pedestrian Detection Based on Incremental Learning

Sparsity Preserving Score for Joint Feature Selection

Methods for Photomosaic Generation Based on Different Image Similarity and Division Strategies

A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections

An Improved Texture Feature Extraction Method for Tyre Tread Patterns

Multi Gesture Recognition: A Tracking Learning Detection Approach

An Automatic MSRM Method with a Feedback Based on Shape Information for Auroral Oval Segmentation

An Improved ELM Algorithm Based on EM-ELM and Ridge Regression

An Attitude Determination System of Quad-rotor Aircraft Based on Extended Kalman Filter and Data Fusion

Connectivity of Clustered and Multi-type User CR Network: A Percolation Based Approach

Patch-Based Tracking and Detecting for Visual Tracking

Adaptive Regularization Parameters and Norm Selection for Sparse Gradient Based Image Restoration

Key-Frame Selection Strategy Based on Edge Points Classification in 2D-to-3D Conversion

Camera Localization and Pose Estimation Using an RGBD Sensor

Sparse Brain Anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls

Sparse Learning for Face Recognition with Social Context

Finger Vein Recognition Based on Gabor Filter

Construction and Simulation Analysis for Stability Speed Parameter of Instantaneous Availability for One-Unit Repairable Systems

Compressed Sensing Ensemble Classifier for Human Detection

An Improved Particle Swarm Optimization for Complex Optimization Problems

An Improved Method for Oriented Chamfer Matching

Integrative Hypothesis Test and A5 Formulation: Sample Pairing Delta, Case Control Study and Boundary Based Statistics.

Other Format:

Printed edition:

ISBN:

978-3-642-42057-3

9783642420573

Access Restriction:

Restricted for use by site license.