Ebook: Proceedings of 2013 Chinese Intelligent Automation Conference: Intelligent Information Processing

Proceedings of the 2013 Chinese Intelligent Automation Conference presents selected research papers from the CIAC’13, held in Yangzhou, China. The topics include e.g. adaptive control, fuzzy control, neural network based control, knowledge based control, hybrid intelligent control, learning control, evolutionary mechanism based control, multi-sensor integration, failure diagnosis, and reconfigurable control. Engineers and researchers from academia, industry, and government can gain an inside view of new solutions combining ideas from multiple disciplines in the field of intelligent automation.

Zengqi Sun and Zhidong Deng are professors at the Department of Computer Science, Tsinghua University, China.

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Proceedings of the 2013 Chinese Intelligent Automation Conference presents selected research papers from the CIAC’13, held in Yangzhou, China. The topics include e.g. adaptive control, fuzzy control, neural network based control, knowledge based control, hybrid intelligent control, learning control, evolutionary mechanism based control, multi-sensor integration, failure diagnosis, and reconfigurable control. Engineers and researchers from academia, industry, and government can gain an inside view of new solutions combining ideas from multiple disciplines in the field of intelligent automation.

Zengqi Sun and Zhidong Deng are professors at the Department of Computer Science, Tsinghua University, China.

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Proceedings of the 2013 Chinese Intelligent Automation Conference presents selected research papers from the CIAC’13, held in Yangzhou, China. The topics include e.g. adaptive control, fuzzy control, neural network based control, knowledge based control, hybrid intelligent control, learning control, evolutionary mechanism based control, multi-sensor integration, failure diagnosis, and reconfigurable control. Engineers and researchers from academia, industry, and government can gain an inside view of new solutions combining ideas from multiple disciplines in the field of intelligent automation.

Zengqi Sun and Zhidong Deng are professors at the Department of Computer Science, Tsinghua University, China.

Content:
Front Matter....Pages i-xvii
3D Point Cloud Based Hybrid Maps Reconstruction for Indoor Environments....Pages 1-10
Efficient Discriminative K-SVD for Facial Expression Recognition....Pages 11-19
An Improved RANSAC Algorithm of Color Image Stitching....Pages 21-28
Target Tracking Algorithm Based on Visual Perception Mechanism....Pages 29-36
Positioning Tropical Cyclone Center in a Single Satellite Image Using Vector Field Analysis....Pages 37-44
Target Extraction Study on the Vision System of Apple Picking Robot....Pages 45-52
The Research on the Method of Traffic Area Dynamic Division and Optimization....Pages 53-61
Multiclass Vehicle Detection Based on Learning Method....Pages 63-69
An Object-Level Approach Improved by Quadtree to Dynamic Monitoring of Mining Area Expansion....Pages 71-79
Heuristic Optimization Algorithms for Solving MRMPT....Pages 81-91
A Delay-Based Analysis of Multiple Bottleneck Links of End-to-End Paths in the Internet....Pages 93-103
Hand Segmentation Based on Skin Tone and Motion Detection with Complex Backgrounds....Pages 105-111
Local Reconstruction and Dissimilarity Preserving Semi-supervised Dimensionality Reduction....Pages 113-120
Fusion of Gray and Grads Invariant Moments for Feather Quill Crease Recognition....Pages 121-128
A New Vision Inspired Clustering Approach....Pages 129-136
Multiclass Vehicle Tracking Based on Local Feature....Pages 137-144
Simulating Virtual Plants Based on Genetic Algorithm and L-Systems....Pages 145-153
Shrinkage Common Spatial Pattern for Feature Extraction in Brain-Computer Interface....Pages 155-161
Detection of Overtaking Vehicles in a Highway....Pages 163-172
A Generalized Gamma Distributed CFAR Algorithm for Layover and Shadow Detection in InSAR Images....Pages 173-180
Error Concealment via Best Matching Block Selection Strategy....Pages 181-188
Preliminary Evaluation of Classification Complexity Measures on Imbalanced Data....Pages 189-196
A Real-Time Tracking Algorithm Based on Gray Distribution and Distance Kernel Space....Pages 197-204
Laplacian Regularized D-Optimal Design for Remote Sensing Image Classification....Pages 205-213
Speaker Tracking Based on Audio-Visual Fusion with Unknown Noise....Pages 215-226
The Analysis of Epidemic Disease Propagation in Competition Environment....Pages 227-234
An Entity Answer Ranking Method Based on MLNs....Pages 235-243
A Chinese Expert Name Disambiguation Approach Based on Spectral Clustering with the Expert Page-Associated Relationships....Pages 245-253
The Hierarchical Heterogeneous of Parallel Computing Model Based on Method Library....Pages 255-263
Research on Weakly-Supervised Entity Relation Extraction of Specific Domain Based on Entropy Minimization....Pages 265-273
Using Fast Sampling-Insensitive Stereo Matching for 2-D Face Recognition....Pages 275-282
The Detection Method of Printed Registration Deviations Based on Machine Vision....Pages 283-290
Community Discovering Based on Central Nodes of Social Networks....Pages 291-303
An Improved Force-Directed Algorithm Based on Emergence for Visualizing Complex Network....Pages 305-315
Exploring Efficient Communication in Interactive Dynamic Influence Diagrams....Pages 317-324
A No-Reference Remote Sensing Image Quality Assessment Method Using Visual Information Fidelity Index....Pages 325-332
3D Model Feature Extraction Method Based on the Partial Physical Descriptor....Pages 333-340
Leaf Classification Methods Based on SVM and SIFT....Pages 341-348
Saliency Preserved Image Fusion Using Nonsubsampled Contourlet Transform....Pages 349-357
Adaptive Wavelet Packet Filter-Bank Based Acoustic Feature for Speech Emotion Recognition....Pages 359-366
A Novel Decision-Based Algorithm for Removal of Highly Corrupted Images....Pages 367-375
Research and Design of Process Data Warehouse for Business Process Assessment....Pages 377-385
A Novel Emergency Cross-Media Information Retrieval Model....Pages 387-394
A Framework for 3D Model Acquisition from Multi-View Images....Pages 395-402
Vehicle Tracking Based on Nonlinear Motion Model....Pages 403-410
Detecting Pedestrian Using Motion Information and Part Detectors....Pages 411-420
Tracking Algorithm Based on Joint Features....Pages 421-429
Distributed Audit Secure Data Aggregation for Wireless Sensor Networks....Pages 431-438
Multi-Expression Based Gene Expression Programming....Pages 439-448
The Signal Processing Method of Mixed Interference Distributed Fiber-Optic Long-Distance Pipeline Leaks Detection System....Pages 449-458
Multiple Faces Tracking via Statistical Appearance Model....Pages 459-468
A Fast Dictionary Training Algorithm for Single Image Super-Resolution....Pages 469-476
Inner-Knuckle-Print Verification Based on Guided Image Filtering....Pages 477-484
Face Recognition Using Sequence Combinatorics....Pages 485-492
Distinction of Breast Tissues Based on Segmented Integral Area of Frequency-Resistance Curves....Pages 493-501
Vehicle Discrimination Using a Combined Multiple Features Based on Vehicle Face....Pages 503-511
Fast SIFT Algorithm Using Recursive Gaussian Filters....Pages 513-520
A Robust Linear Camera Calibration Based on Coplanar Circles....Pages 521-529
A Multi-Classification Algorithm of Semi-Supervised Support Vector Data Description Based on Pairwise Constraints....Pages 531-538
Real-Time Vehicle Classification Based on Frequency Domain Energy Spectrum....Pages 539-546
A New Combination Sampling Method for Imbalanced Data....Pages 547-554
Breast Tissue Segmentation Using KFCM Algorithm on MR images....Pages 555-563
Information-Theoretic Clustering for Gaussian Mixture Model via Divergence Factorization....Pages 565-573
A Method of Acceleration Applied in Symmetric-SIFT and SIFT....Pages 575-582
A Novel Method of Image Enhancement via Multi-Scale Fuzzy Membership....Pages 583-590
Adaptive Region Clustering in LDA Framework for Image Segmentation....Pages 591-602
Methods of Recognizing True and Fake Smiles by Using AU6 and AU12 in a Holistic Way....Pages 603-613
Constrained Silhouette Based Evolutionary K-Means....Pages 615-622
Traffic Light Detection and Tracking Based on Euclidean Distance Transform and Local Contour Pattern....Pages 623-631
Multi-Correlation-Based Mode Decision for Multi-View Video Coding....Pages 633-641
Automated Discrimination of Gait Patterns Based on sEMG Recognition....Pages 643-651
Hierarchical Sparse Representation for Traffic Sign Recognition....Pages 653-660
A New Sequence-Based Approach for XML Data Query....Pages 661-670
Model-Based Workpiece Positioning for Robotic Fixtureless Assembly Using Parallel Monocular Vision System....Pages 671-680
Single-Trial Identification of Motor Imagery EEG based on HHT and SVM....Pages 681-689
Robust Visual Tracking Using Incremental Sparse Representation....Pages 691-698
A Study on Design of Early Warning Decision Support System of Desertification....Pages 699-706
Fast Fusion Method of TT&C Data with Multi-Routing Transmission Model....Pages 707-714
Discovery of Static Test Configuration Model and Data Model Based on TTCN-3 Test Systems....Pages 715-726
A New Method of Unknown Radar Signals Sorting....Pages 727-733
The Creation of Interactive Three-Dimensional Microscope Based on VRML and JavaScript....Pages 735-742
Research and Implementation of Face Detection System on Android Smart Phone....Pages 743-749
Image Mosaic Based on SURF and Results Optimization....Pages 751-759
Improved Blind Source Separation Based on Non-Holonomic Natural Gradient Algorithm with Variable Step Size....Pages 761-767
Multi-Level Fingerprint Classification Based on Average Frequency of Ridges for Large Scale Fingerprint Database....Pages 769-777
Two Improved Edge Coloring Algorithms for Data Migration....Pages 779-786
Medical Image Fusion Algorithm Based on the Laplace-PCA....Pages 787-794
Filter Parameter Estimation in Non-Local Means Algorithm....Pages 795-802
Image Fusion Using Compressed Sensing in Nonsubsampled Contourlet Transform Domain....Pages 803-810
The Reverse Loop Subdivision Algorithm on Approximate Minimum Error....Pages 811-818
A Hybrid Algorithm Based on PBIL Algorithm and Zooming Algorithm and Its Convergence Proof....Pages 819-829
Image Intensity Correction Under Illumination Changes Based on Mixture Gaussian Model....Pages 831-837
Maneuver Target Detection Method with Iterative Endpoint Fitting Assisted....Pages 839-846
Multi-Camera Tracking via Online Discriminative Feature and Multi-Cue MRF....Pages 847-856

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Proceedings of the 2013 Chinese Intelligent Automation Conference presents selected research papers from the CIAC’13, held in Yangzhou, China. The topics include e.g. adaptive control, fuzzy control, neural network based control, knowledge based control, hybrid intelligent control, learning control, evolutionary mechanism based control, multi-sensor integration, failure diagnosis, and reconfigurable control. Engineers and researchers from academia, industry, and government can gain an inside view of new solutions combining ideas from multiple disciplines in the field of intelligent automation.

Zengqi Sun and Zhidong Deng are professors at the Department of Computer Science, Tsinghua University, China.

Content:
Front Matter....Pages i-xvii
3D Point Cloud Based Hybrid Maps Reconstruction for Indoor Environments....Pages 1-10
Efficient Discriminative K-SVD for Facial Expression Recognition....Pages 11-19
An Improved RANSAC Algorithm of Color Image Stitching....Pages 21-28
Target Tracking Algorithm Based on Visual Perception Mechanism....Pages 29-36
Positioning Tropical Cyclone Center in a Single Satellite Image Using Vector Field Analysis....Pages 37-44
Target Extraction Study on the Vision System of Apple Picking Robot....Pages 45-52
The Research on the Method of Traffic Area Dynamic Division and Optimization....Pages 53-61
Multiclass Vehicle Detection Based on Learning Method....Pages 63-69
An Object-Level Approach Improved by Quadtree to Dynamic Monitoring of Mining Area Expansion....Pages 71-79
Heuristic Optimization Algorithms for Solving MRMPT....Pages 81-91
A Delay-Based Analysis of Multiple Bottleneck Links of End-to-End Paths in the Internet....Pages 93-103
Hand Segmentation Based on Skin Tone and Motion Detection with Complex Backgrounds....Pages 105-111
Local Reconstruction and Dissimilarity Preserving Semi-supervised Dimensionality Reduction....Pages 113-120
Fusion of Gray and Grads Invariant Moments for Feather Quill Crease Recognition....Pages 121-128
A New Vision Inspired Clustering Approach....Pages 129-136
Multiclass Vehicle Tracking Based on Local Feature....Pages 137-144
Simulating Virtual Plants Based on Genetic Algorithm and L-Systems....Pages 145-153
Shrinkage Common Spatial Pattern for Feature Extraction in Brain-Computer Interface....Pages 155-161
Detection of Overtaking Vehicles in a Highway....Pages 163-172
A Generalized Gamma Distributed CFAR Algorithm for Layover and Shadow Detection in InSAR Images....Pages 173-180
Error Concealment via Best Matching Block Selection Strategy....Pages 181-188
Preliminary Evaluation of Classification Complexity Measures on Imbalanced Data....Pages 189-196
A Real-Time Tracking Algorithm Based on Gray Distribution and Distance Kernel Space....Pages 197-204
Laplacian Regularized D-Optimal Design for Remote Sensing Image Classification....Pages 205-213
Speaker Tracking Based on Audio-Visual Fusion with Unknown Noise....Pages 215-226
The Analysis of Epidemic Disease Propagation in Competition Environment....Pages 227-234
An Entity Answer Ranking Method Based on MLNs....Pages 235-243
A Chinese Expert Name Disambiguation Approach Based on Spectral Clustering with the Expert Page-Associated Relationships....Pages 245-253
The Hierarchical Heterogeneous of Parallel Computing Model Based on Method Library....Pages 255-263
Research on Weakly-Supervised Entity Relation Extraction of Specific Domain Based on Entropy Minimization....Pages 265-273
Using Fast Sampling-Insensitive Stereo Matching for 2-D Face Recognition....Pages 275-282
The Detection Method of Printed Registration Deviations Based on Machine Vision....Pages 283-290
Community Discovering Based on Central Nodes of Social Networks....Pages 291-303
An Improved Force-Directed Algorithm Based on Emergence for Visualizing Complex Network....Pages 305-315
Exploring Efficient Communication in Interactive Dynamic Influence Diagrams....Pages 317-324
A No-Reference Remote Sensing Image Quality Assessment Method Using Visual Information Fidelity Index....Pages 325-332
3D Model Feature Extraction Method Based on the Partial Physical Descriptor....Pages 333-340
Leaf Classification Methods Based on SVM and SIFT....Pages 341-348
Saliency Preserved Image Fusion Using Nonsubsampled Contourlet Transform....Pages 349-357
Adaptive Wavelet Packet Filter-Bank Based Acoustic Feature for Speech Emotion Recognition....Pages 359-366
A Novel Decision-Based Algorithm for Removal of Highly Corrupted Images....Pages 367-375
Research and Design of Process Data Warehouse for Business Process Assessment....Pages 377-385
A Novel Emergency Cross-Media Information Retrieval Model....Pages 387-394
A Framework for 3D Model Acquisition from Multi-View Images....Pages 395-402
Vehicle Tracking Based on Nonlinear Motion Model....Pages 403-410
Detecting Pedestrian Using Motion Information and Part Detectors....Pages 411-420
Tracking Algorithm Based on Joint Features....Pages 421-429
Distributed Audit Secure Data Aggregation for Wireless Sensor Networks....Pages 431-438
Multi-Expression Based Gene Expression Programming....Pages 439-448
The Signal Processing Method of Mixed Interference Distributed Fiber-Optic Long-Distance Pipeline Leaks Detection System....Pages 449-458
Multiple Faces Tracking via Statistical Appearance Model....Pages 459-468
A Fast Dictionary Training Algorithm for Single Image Super-Resolution....Pages 469-476
Inner-Knuckle-Print Verification Based on Guided Image Filtering....Pages 477-484
Face Recognition Using Sequence Combinatorics....Pages 485-492
Distinction of Breast Tissues Based on Segmented Integral Area of Frequency-Resistance Curves....Pages 493-501
Vehicle Discrimination Using a Combined Multiple Features Based on Vehicle Face....Pages 503-511
Fast SIFT Algorithm Using Recursive Gaussian Filters....Pages 513-520
A Robust Linear Camera Calibration Based on Coplanar Circles....Pages 521-529
A Multi-Classification Algorithm of Semi-Supervised Support Vector Data Description Based on Pairwise Constraints....Pages 531-538
Real-Time Vehicle Classification Based on Frequency Domain Energy Spectrum....Pages 539-546
A New Combination Sampling Method for Imbalanced Data....Pages 547-554
Breast Tissue Segmentation Using KFCM Algorithm on MR images....Pages 555-563
Information-Theoretic Clustering for Gaussian Mixture Model via Divergence Factorization....Pages 565-573
A Method of Acceleration Applied in Symmetric-SIFT and SIFT....Pages 575-582
A Novel Method of Image Enhancement via Multi-Scale Fuzzy Membership....Pages 583-590
Adaptive Region Clustering in LDA Framework for Image Segmentation....Pages 591-602
Methods of Recognizing True and Fake Smiles by Using AU6 and AU12 in a Holistic Way....Pages 603-613
Constrained Silhouette Based Evolutionary K-Means....Pages 615-622
Traffic Light Detection and Tracking Based on Euclidean Distance Transform and Local Contour Pattern....Pages 623-631
Multi-Correlation-Based Mode Decision for Multi-View Video Coding....Pages 633-641
Automated Discrimination of Gait Patterns Based on sEMG Recognition....Pages 643-651
Hierarchical Sparse Representation for Traffic Sign Recognition....Pages 653-660
A New Sequence-Based Approach for XML Data Query....Pages 661-670
Model-Based Workpiece Positioning for Robotic Fixtureless Assembly Using Parallel Monocular Vision System....Pages 671-680
Single-Trial Identification of Motor Imagery EEG based on HHT and SVM....Pages 681-689
Robust Visual Tracking Using Incremental Sparse Representation....Pages 691-698
A Study on Design of Early Warning Decision Support System of Desertification....Pages 699-706
Fast Fusion Method of TT&C Data with Multi-Routing Transmission Model....Pages 707-714
Discovery of Static Test Configuration Model and Data Model Based on TTCN-3 Test Systems....Pages 715-726
A New Method of Unknown Radar Signals Sorting....Pages 727-733
The Creation of Interactive Three-Dimensional Microscope Based on VRML and JavaScript....Pages 735-742
Research and Implementation of Face Detection System on Android Smart Phone....Pages 743-749
Image Mosaic Based on SURF and Results Optimization....Pages 751-759
Improved Blind Source Separation Based on Non-Holonomic Natural Gradient Algorithm with Variable Step Size....Pages 761-767
Multi-Level Fingerprint Classification Based on Average Frequency of Ridges for Large Scale Fingerprint Database....Pages 769-777
Two Improved Edge Coloring Algorithms for Data Migration....Pages 779-786
Medical Image Fusion Algorithm Based on the Laplace-PCA....Pages 787-794
Filter Parameter Estimation in Non-Local Means Algorithm....Pages 795-802
Image Fusion Using Compressed Sensing in Nonsubsampled Contourlet Transform Domain....Pages 803-810
The Reverse Loop Subdivision Algorithm on Approximate Minimum Error....Pages 811-818
A Hybrid Algorithm Based on PBIL Algorithm and Zooming Algorithm and Its Convergence Proof....Pages 819-829
Image Intensity Correction Under Illumination Changes Based on Mixture Gaussian Model....Pages 831-837
Maneuver Target Detection Method with Iterative Endpoint Fitting Assisted....Pages 839-846
Multi-Camera Tracking via Online Discriminative Feature and Multi-Cue MRF....Pages 847-856
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