Foundations and Practical Applications of Cognitive Systems and Information Processing: Proceedings of the First International Conference on Cognitive Systems and Information Processing, Beijing, China, Dec 2012 (CSIP2012)

✍ Scribed by Xiaogang Chen, Guangyu Bin, Xiaorong Gao (auth.), Fuchun Sun, Dewen Hu, Huaping Liu (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2014
• Tongue: English
• Leaves: 868
• Series: Advances in Intelligent Systems and Computing 215
• Edition: 1
• Category: Library

✦ Synopsis

"Foundations and Practical Applications of Cognitive Systems and Information Processing" presents selected papers from the First International Conference on Cognitive Systems and Information Processing, held in Beijing, China on December 15-17, 2012 (CSIP2012). The aim of this conference is to bring together experts from different fields of expertise to discuss the state-of-the-art in artificial cognitive systems and advanced information processing, and to present new findings and perspectives on future development. This book introduces multidisciplinary perspectives on the subject areas of Cognitive Systems and Information Processing, including cognitive sciences and technology, autonomous vehicles, cognitive psychology, cognitive metrics, information fusion, image/video understanding, brain-computer interfaces, visual cognitive processing, neural computation, bioinformatics, etc.
The book will be beneficial for both researchers and practitioners in the fields of Cognitive Science, Computer Science and Cognitive Engineering.
Fuchun Sun and Huaping Liu are both professors at the Department of Computer Science & Technology, Tsinghua University, China. Dr. Dewen Hu is a professor at the College of Mechatronics and Automation, National University of Defense Technology, Changsha, China.

✦ Table of Contents

Front Matter....Pages i-xx
Effects of Stimulus Views on Mental Rotation of Hands: An Event-Related Potential Study....Pages 1-14
Predictive Coding with Context as a Model of Image Saliency Map....Pages 15-23
Multiclass Pattern Analysis of Whole-Brain Functional Connectivity of Schizophrenia and Their Healthy Siblings....Pages 25-34
Network Organization of Information Process in Young Adults’ Brain....Pages 35-43
Reconfigurable Control Allocation of Multi-Surfaces Aircraft Based on Improved Fixed Point Iteration....Pages 45-55
Particle Filter-Based Object Tracking and Handover in Disjoint View Multi-Cameras....Pages 57-68
Analyzing Effects of Pressing Radio Button on Driver’s Visual Cognition....Pages 69-78
MAC Protocol Used Progressive Reservation Mechanism in Ad hoc Networks....Pages 79-91
An Automatic SSVEP Component Selection Measure for High-Performance Brain-Computer Interface....Pages 93-108
Human Gender Differences in Cognitive Preferences Toward Attractive Faces in a Visual Oddball Paradigm: An ERP Study....Pages 109-120
An Optimized Particle Filter Based on Improved MCMC Sampling Method....Pages 121-130
A Novel Spectrum Sensing Algorithm in Cognitive Radio System Based on OFDM....Pages 131-138
Target Tracking Algorithm Based on Multi-Subblock Feature Matching....Pages 139-152
Intuitive Systemic Models and Intrinsic Features for Radar-Specific Emitter Identification....Pages 153-160
RGBD SLAM for Indoor Environment....Pages 161-175
Neighborhood-Based Variable-Scale Model in Mobile Maps....Pages 177-186
ODE-LM: A Hybrid Training Algorithm for Feedforward Neural Networks....Pages 187-198
Weather Condition Recognition Based on Feature Extraction and K-NN....Pages 199-210
Improvements of UMHexagonS Algorithm for Fast Motion Estimation in H.264....Pages 211-220
Research on Middle-Semantic Manifold Object Annotation....Pages 221-232
Research on HVS-Inspired, Parallel, and Hierarchical Scene Classification Framework....Pages 233-242
Adaptive Sub-Channel Allocation Based on Hopfield Neural Network for Multiuser OFDM....Pages 243-252
CUDA on Hadoop: A Mixed Computing Framework for Massive Data Processing....Pages 253-260
Human Appearance Matching Based on Major Color and Spatio-Texture Features Across Disjoint Camera Views....Pages 261-273
Fast Image Dehazing Using Fuzzy System and Hybrid Evolutionary Algorithm....Pages 275-283
Anti-Interference Performance Improvement Using Probability Control in Cognitive CDMA Communication System....Pages 285-295
A Stereo Matching Algorithm Based on Outline-Assisted Dynamic Programming....Pages 297-306
Dynamic Visual Time Context Descriptors for Automatic Human Expression Classification....Pages 307-316
Moving Objects Detecting and Tracking for Unmanned Aerial Vehicle....Pages 317-333
Object Recognition and Pose Estimation Based on Principle of Homology-Continuity....Pages 335-345
Vision-Based Traffic Sign Recognition System for Intelligent Vehicles....Pages 347-362
An Iterative Method for Classifying Stroke Subjects’ Motor Imagery EEG Data in the BCI-FES Rehabilitation Training System....Pages 363-373
The Research and Application of Multi-Resource Heterogeneous Data Fusion on Dynamic Traffic Routing System....Pages 375-387
Data Fusion for the Diagnostics, Prognostics, and Health Management of Aircraft Systems....Pages 389-399
Multiscale Image Segmentation via Exact Inference of Hidden Markov Tree....Pages 401-412
Cognitive Emotion Research of Humanoid Expression Robot....Pages 413-425
Detecting System of Ink Cells in Gravure Cylinder via Neural Network....Pages 427-436
An Underwater Laser Image Segmentation Algorithm Based on Pulse Coupled Neural Network and Morphology....Pages 437-449
Locality Preserving Discriminant Projection for Total-Variability-Based Language Recognition....Pages 451-459
Adaptive Spectrum Detecting Algorithm in Cognitive Radio....Pages 461-475
The Autonomous Positioning Method for the Mars Probes Based on Cognizing Optical Information....Pages 477-487
A Cognitive-Heuristic Framework for Optimization of Spaceplane-System Configurations....Pages 489-500
Artificial Bee Colony Algorithm for Parametric Optimization of Spacecraft Attitude Tracking Controller....Pages 501-510
Routing for Predictable LEO/MEO Multi-Layered Satellite Networks....Pages 511-522
Improved ICP Algorithm with Bounded Rotation Angle for 2D Point Set Registration....Pages 523-530
Obstacle Detection for On-Road Vehicle Based on Range and Visual Information Fusion....Pages 531-541
Decoupled Parameter Estimation for Coherently Distributed Source....Pages 543-554
A Novel Blind Image Restoration Algorithm Using A SVR-Based Noise Reduction Technique....Pages 555-564
Effects of Music’s Emotional Styles and Tempo on Driving Behavior and Eye Movement: A Driving Simulation Study....Pages 565-576
An Improved HOG Based Pedestrian Detector....Pages 577-590
A Reconfigurable Array Synthesis Method Using the Correlation Weightings of Smooth Local Trigonometric Base....Pages 591-601
A Multi-channel SSVEP-Based Brain–Computer Interface Using a Canonical Correlation Analysis in the Frequency Domain....Pages 603-616
Acquiring Brain Signals of Imagining Humanoid Robot Walking Behavior via Cerebot....Pages 617-627
Multimodal Mixed Conditional Random Field Model for Category-Independent Object Detection....Pages 629-641
Research on Orbiting Information Procession of Satellites Based on Parallel Management....Pages 643-653
Multi-Sensor Multi-Target Detection Based on Joint Probability Density....Pages 655-664
Robot Learning of Everyday Object Manipulation Using Kinect....Pages 665-674
Research and Development of Automatic Driving System for Intelligent Vehicles....Pages 675-684
The Application of V Test Method in Detecting Auditory Steady-State Response....Pages 685-693
Neural Network-Based Adaptive Dynamic Surface Control for Inverted Pendulum System....Pages 695-704
Unmanned Aircraft Vehicle Path Planning Based on SVM Algorithm....Pages 705-714
Modeling Passenger Flow Distribution Based on Disaggregate Model for Urban Rail Transit....Pages 715-723
Information Consensus in Distributed Systems Under Local Communication and Switching Topologies....Pages 725-737
How Can We Find the Origin of a Path We Visually Traveled? The Effect of the Visual Environment on Path Integration....Pages 739-749
Missile Turbofan Engine Fault Diagnosis Technology and Its Application....Pages 751-761
A Novel Acquisition Scheme for a GPS Software Receiver Based on Two Stand-Alone One-Dimensional Search Processes....Pages 763-771
In-hand Manipulation Action Gist Extraction from a Data-Glove....Pages 773-782
Development of an Intelligent Omnivision Surveillance System....Pages 783-794
Active Scene Analysis Based on Multi-Sensor Fusion and Mixed Reality on Mobile Systems....Pages 795-809
Object Learning with Natural Language in a Distributed Intelligent System: A Case Study of Human-Robot Interaction....Pages 811-819
Verbally Assisting Virtual-Environment Tactile Maps: A Cross-Linguistic and Cross-Cultural Study....Pages 821-831
Structural Similarity-Optimal Total Variation Algorithm for Image Denoising....Pages 833-843
Dexterous Robotic-Hand Grasp Learning Using Piecewise Linear Dynamic Systems Model....Pages 845-855
Low-Rank Matrix Recovery for Traffic Sign Recognition in Image Sequences....Pages 857-865
Locality-Constrained Linear Coding with Spatial Pyramid Matching for SAR Image Classification....Pages 867-876
Quantitative Evaluation of Interictal High Frequency Oscillations in Scalp EEGs for Epileptogenic Region Localization....Pages 877-885
Erratum to: A Cognitive-Heuristic Framework for Optimization of Spaceplane-System Configurations....Pages E1-E1

✦ Subjects

Computational Intelligence; Data Mining and Knowledge Discovery; Artificial Intelligence (incl. Robotics); Signal, Image and Speech Processing; Information Systems Applications (incl. Internet); Information Storage and Retrieval