Cognitive Systems and Signal Processing 1st edition by Fuchun Sun, Huaping Liu, Dewen Hu ISBN 9811379858 978-9811379857

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ISBN 10: 9811379858
ISBN 13: 978-9811379857
Author: Fuchun Sun, Huaping Liu, Dewen Hu

This two-volume set (CCIS 1005 and CCIS 1006) constitutes the refereed proceedings of the 4th International Conference on Cognitive Systems and Signal Processing, ICCSIP2018, held in Beijing, China, in November and December 2018.

The 96 revised full papers presented were carefully reviewed and selected from 169 submissions. The papers are organized in topical sections on vision and image; algorithms; robotics; human-computer interaction; deep learning; information processing and automatic driving.

Cognitive Systems and Signal Processing 1st Table of contents:

1. Automatic Analog Pointer Instruments Reading Using Panel Detection and Landmark Localization Networks
2. A Novel Remote Sensing Image Classification Method Based on Semi-supervised Fuzzy C-Means
3. Vision-Based Joint Attention Detection for Autism Spectrum Disorders
4. Multi-scale Local Receptive Field Based Online Sequential Extreme Learning Machine for Material Classification
5. Effect of Short-Term Micro-expression Training on the Micro-expression Recognition Performance of Preschool Children
6. Video-Based Person Re-identification by Region Quality Estimation and Attributes
7. A Preliminary Visual System for Assistant Diagnosis of ASD: Response to Name
8. Dynamic Detection and Tracking Based on Human Body Component Modeling
9. A Real-Time Method for Marking the Extent of a Lipid Plaque Based on IV-OCT Imaging
10. An Image Segmentation Model Based on Cascaded Multilevel Features
11. How to Understand the Basic Graphic Analysis Method
12. Image Elementary Manifold and Its Application in Image Analysis
13. SAR Image Fast Online ATR Based on Visual Attention and Scale Analysis
14. Image Artistic Style Transfer Based on Color Distribution Preprocessing
15. Depthwise Separable Convolution Feature Learning for Ihomogeneous Rock Image Classification
16. An Efficient Network for Lane Segmentation
17. Optimize Expert Knowledge Acquisition with Attribute Calculation: How to Understand Twin Turing Machine
18. Algorithms
19. An Unsupervised Joint Model for Claim Detection
20. How to Understand the Basic Structural Unit
21. Algorithms for Maximum Lifetime of Covering Path
22. Active Learning-Based Semi-supervised Spectral Clustering Algorithm
23. Secondary Filtering Update Algorithm for Nonlinear Systems—Based on Extended Kalman Filter
24. Probabilistic Context-Aware Ambients
25. How to Understand Three Types of Cognitive Models
26. Intelligent Measurement and Management of Aircraft Structural Deformation
27. Design and FPGA Implementation of an High Efficient XGBoost Based Sleep Staging Algorithm Using Single Channel EEG
28. How to Understand the Mathematical Basis of Two Basic Types of Computational Behavior
29. Improved Direct Chaotic Nonlinear Filters
30. A Hotel Review Corpus for Argument Mining
31. The Formal Understanding Models
32. Application of PSO-LSSVM in Bias Correction of Shipborne Anemometer Measurement
33. Two-Stage Weighted Regularized Extreme Learning Machine for Class Imbalanced Learning
34. Covering Path with Minimum Movement: Complexity and Algorithms
35. Intelligence’s Dilemma: AI Algorithms May Cause Anti-Intelligence
36. Modified Method for Orbit Relative Reachable Domain with State Uncertainties
37. Robotics
38. Gait Phase Optimization of Swing Foot for a Quadruped Robot
39. Automatic Operating Method of Robot Dexterous Multi-fingered Hand Using Heuristic Rules
40. A Tendon-Driven Robotic Dexterous Hand Design for Grasping
41. AI in Locomotion: Quadruped Bionic Mobile Robot
42. A Novel Rotor Position Observer for Self-sensing of Interior Permanent Magnet Synchronous Motor with Dynamic Error Compensation
43. Robotic Knee Prosthesis Real-Time Control Using Reinforcement Learning with Human in the Loop
44. Robust and High-Precision End-to-End Control Policy for Multi-stage Manipulation Task with Behavioral Cloning
45. An Adaptive Behavior Under Uneven Terrains for Quadruped Robot
46. Survey of Pedestrian Action Recognition in Unmanned-Driving
47. A Real-Time Gait Switching Method for Lower-Limb Exoskeleton Robot Based on sEMG Signals
48. A Multi-robot System for High-Throughput Plant Phenotyping
49. Wall-Following Control of Multi-robot Based on Moving Target Tracking and Obstacle Avoidance
50. Robot Simulation and Reinforcement Learning Training Platform Based on Distributed Architecture
51. Robotic Knee Parameter Tuning Using Approximate Policy Iteration
52. Visual-Tactile Fusion for a Low-Cost Desktop Robotic Manipulator Grasping

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Tags: Fuchun Sun, Huaping Liu, Dewen Hu, Cognitive Systems, Signal Processing