Cognitive Systems and Signal Processing: 4th International Conference, ICCSIP 2018, Beijing, China, November 29 - December 1, 2018, Revised Selected Papers, Part II

Description

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. Front Matter ....Pages i-xix Front Matter ....Pages 1-1 How to Understand: Three Types of Bilingual Information Processing? (Mieradilijiang Maimaiti, Shunpeng Zou, Xiaoqun Wang, Xiaohui Zou)....Pages 3-16 Utilizing Chinese Dictionary Information in Named Entity Recognition (Yun Hu, Mingxue Liao, Pin Lv, Changwen Zheng)....Pages 17-26 A Computer Vision System to Assist the Early Screening of Autism Spectrum Disorder (Jingjing Liu, Keshi He, Zhiyong Wang, Honghai Liu)....Pages 27-38 How to Understand the Fundamental Laws of Information (Shunpeng Zou, Xiaohui Zou, Xiaoqun Wang)....Pages 39-51 Hand Gesture Recognition Using in Intelligent Transportation (Chao Yang, Jianqin Yin)....Pages 52-64 Localization of Human 3D Joints Based on Binocular Vision (Zheng Xu, Jinping Li, Jianqin Yin, Yanchun Wu)....Pages 65-75 Development of Multi-person Pose Estimation Method Based on PAFs (Menghan Guo, Ye Gao, Bin Wang, Fuchun Sun)....Pages 76-84 Background of Semantic Intelligence Research and the Principle of Technical Framework (Wang Ye, Bolin Chen, Shuming Chen, Xiaohui Zou)....Pages 85-92 Leavs: A Learning-Enabled Autonomous Vehicle Simulation Platform (Weizheng Wu, Yizhi Wei, Cuiying Gao, Zichen Xu)....Pages 93-103 Research on Dynamic and Static Fusion Polymorphic Gesture Recognition Algorithm for Interactive Teaching Interface (Zhiquan Feng, Tao Xu, Xiaohui Yang, Jinglan Tian, Jiangyan Yi, Ke Zhao)....Pages 104-115 RBF Network Imitation Posture Judgment Algorithm Based on Improved PSO (Shuhuan Wen, Xiaohan Lv, Fuchun Sun, Leibo Zheng)....Pages 116-126 Path Planning of Maritime Autonomous Surface Ships in Unknown Environment with Reinforcement Learning (Chengbo Wang, Xinyu Zhang, Ruijie Li, Peifang Dong)....Pages 127-137 Evaluation of sEMG-Based Feature Extraction and Effective Classification Method for Gait Phase Detection (Fang Peng, Wei Peng, Cheng Zhang)....Pages 138-149 Computer-Based Attention Training Improves Brain Cognitive Control Function: Evidences from Event-Related Potentials (Lei Zheng, Dong-ni Pan, Yi Wang, Xuebing Li)....Pages 150-161 Comparison of Facial Emotion Recognition Based on Image Visual Features and EEG Features (Yanfang Long, Wanzeng Kong, Wenfen Ling, Can Yang, Jieyong Zhu)....Pages 162-172 A Measure of the Consciousness Revealed by the Cerebral Cortex Spontaneous Activity (Fuquan Li, Chong Jiao, Ming Li, Dewen Hu)....Pages 173-181 Front Matter ....Pages 183-183 Multi-scale Neural Style Transfer Based on Deep Semantic Matching (Jiachen Yu, Li Jin, Jiayi Chen, Zhiqiang Tian, Xuguang Lan)....Pages 185-196 A Method of Attitude Control Based on Deep Deterministic Policy Gradient (Jian Zhang, Fengge Wu, Junsuo Zhao, Fanjiang Xu)....Pages 197-207 The Semaphore Identification and Fault Troubleshooting Modus for Spacecraft Originating from Deep Learning and RF Method (Wei Lan, Chun He, Mingju Wang, Ke Li, Zhijian Zhao)....Pages 208-219 Network Improved by Auxiliary Part Features for Person Re-identification (Zhongji Liu, Hui Zhang, Rui Wang, Haichang Li, Xiaohui Hu)....Pages 220-230 A Unified Framework of Deep Neural Networks by Capsules (Yujian Li, Chuanhui Shan)....Pages 231-242 Reformative Vehicle License Plate Recognition Algorithm Based on Deep Learning (Xinggan Peng, Long Wen, Diqiu Bai, Bei Peng)....Pages 243-255 Performance Comparison Between Genetic Fuzzy Tree and Reinforcement Learning in Gaming Environment (Wenda Wu, Mingxue Liao, Pin Lv, Xueyu Duan, Xinwei Zhao)....Pages 256-267 The Third Kind of Bayes’ Theorem Links Membership Functions to Likelihood Functions and Sampling Distributions (Chenguang Lu)....Pages 268-280 Speech Signal Classification Based on Convolutional Neural Networks (Xiaomeng Zhang, Hao Sun, Shuopeng Wang, Jing Xu)....Pages 281-287 Two-Input Gegenbauer Orthogonal Neural Network with Growing-and-Pruning Weights and Structure Determination (Zhijun Zhang, Jie He, Luxin Tang)....Pages 288-300 A Lightweight Convolutional Neural Network for Silkworm Cocoons Fast Classification (Wei Feng, Geng Jia, Wei Wang, Zukui Zhang, Jing Cui, Zhongyi Chu et al.)....Pages 301-309 A Novel Convolutional Neural Network for Facial Expression Recognition (Jing Li, Yang Mi, Jiahui Yu, Zhaojie Ju)....Pages 310-320 Deep CNN-Based Radar Detection for Real Maritime Target Under Different Sea States and Polarizations (Ningyuan Su, Xiaolong Chen, Jian Guan, Yuzhou Li)....Pages 321-331 Front Matter ....Pages 333-333 Rapid Precipitation Shifts in a Black Soil Region (Wenfeng Wang, Xi Chen, Xiaoliang Zhang, Hongwei Zheng, Ruide Yu, Jianjun Yu)....Pages 335-349 Temperature Dependence of Soil Respiration in Arid Region Is Reconciled (Wenfeng Wang, Xi Chen, Xiaoliang Li, Jing Qian, Jianjun Yu)....Pages 350-358 Mining Friendships Based on Bipartite Network Though Campus Spatiotemporal Feature (Feng Zhang, Xiaqing Xie, Jin Xu, Xu Wu)....Pages 359-369 Independency of Functional Connectivity States on Spatiotemporal Resolution of fMRI Data (Yuyuan Yang, Hui Shen, Zhiguo Luo, Fuquan Li, Dewen Hu)....Pages 370-380 Small Dataset Modeling and Application of Plant Medicine Extraction (Boyan Liu, Juan Chen, Cuiying Dong)....Pages 381-392 Adaptive Cutoff Distance Based Density Peak Pivot for Metric Space Outlier Detection (Honglong Xu, Fuchun Sun, Lijiang Tan, Wenjun Huang)....Pages 393-405 Robust Neural Direct Hypersonic Flight Control Under Actuator Saturation (Xia Wang, Bin Xu, Pengchao Zhang, Yu Zhang)....Pages 406-414 Multiple Vehicles Merging Control via Sequence and Trajectory Optimization (Wei Tang, Ming Yang, Qiyang Qian, Chunxiang Wang, Bing Wang)....Pages 415-424 Longitudinal and Lateral Coupling Model Based End-to-End Learning for Lane Keeping of Self-driving Cars (Wei Yuan, Ming Yang, Chunxiang Wang, Bing Wang)....Pages 425-436 Behavior Prediction and Planning for Intelligent Vehicles Based on Multi-vehicles Interaction and Game Awareness (Hongbo Gao, Guotao Xie, Kelong Wang, Yuchao Liu, Deyi Li)....Pages 437-453 RMVD: Robust Monocular VSLAM for Moving Robot in Dynamic Environment (Qile Li, Fuchun Sun, Huaping Liu)....Pages 454-464 A General Monocular Visual Servoing Structure for Mobile Robots in Natural Scene Using SLAM (Chenping Li, Xuebo Zhang, Haiming Gao)....Pages 465-476 Path Planning for Active V-Slam Based on Reinforcement Learning (Borui Li, Fuchun Sun, Huaping Liu, Bin Fang)....Pages 477-487 HDAA: High-Speed Data Acquisition Algorithm of IoT (Zhijin Qiu, Suiping Qi, Zhengyu Zhou, Tong Hu, Jing Zou, Dongming Wang)....Pages 488-499 Mixed Iterative Adaptive Dynamic Programming Based Sensor Scheduling for Target Tracking in Energy Harvesting Wireless Sensor Networks (Fen Liu, Shuai Chen, Chengpeng Jiang, Wendong Xiao)....Pages 500-511 Simulation and Modeling of Modbus Protocol Based on Petri Net (Lei Guo, Xiaochuan Yang, Yuan Song)....Pages 512-522 Research on Time-Triggered Ethernet Security of Integrated Electronic System (Rui Liu)....Pages 523-530 Back Matter ....Pages 531-534