| Description |
1 online resource (xix, 534 pages) : illustrations (some color) |
| Series |
Communications in computer and information science, 1865-0929 ; 1006 |
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Communications in computer and information science ; 1006. 1865-0929
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| Contents |
[I]. Human-computer interaction: 1. How to understand : three types of bilingual information processing? / Mieradilijiang Maimaiti, Shunpeng Zou, Xiaoqun Wang, and Xiaohui Zou -- 2. Utilizing Chinese dictionary information in named entity recognition / Yun Hu, Mingxue Liao, Pin Lv, and Changwen Zheng -- 3. A computer vision system to assist the early screening of autism spectrum disorder / Jingjing Liu, Keshi He, Zhiyong Wang, and Honghai Liu -- 4. How to understand the fundamental laws of information / Shunpeng Zou, Xiaohui Zou, and Xiaoqun Wang -- 5. Hand gesture recognition using in intelligent transportation / Chao Yang, and Jianqin Yin -- 6. Localization of human 3D joints based on binocular vision / Zheng Xu, Jinping Li, Jianqin Yin, and Yanchun Wu -- 7. Development of multi-person pose estimation method based on PAFs / Menghan Guo, Ye Gao, Bin Wang, and Fuchun Sun -- 8. Background of semantic intelligence research and the principle of technical framework / Wang Ye, Bolin Chen, Shuming Chen, and Xiaohui Zou -- 9. Leavs : a learning-enabled autonomous vehicle simulation platform / Weizheng Wu, Yizhi Wei, Cuiying Gao, and Zichen Xu -- 10. Research on dynamic and static fusion polymorphic gesture recognition algorithm for interactive teaching interface / Zhiquan Feng, Tao Xu, Xiaohui Yang, Jinglan Tian, Jiangyan Yi, and Ke Zhao |
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11. RBF network imitation posture judgment algorithm based on improved PSO / Shuhuan Wen, Xiaohan Lv, Fuchun Sun, and Leibo Zheng -- 12. Path planning of maritime autonomous surface ships in unknown environment with reinforcement learning / Chengbo Wang, Xinyu Zhang, Ruijie Li, and Peifang Dong -- 13. Evaluation of sEMG-based feature extraction and effective classification method for gait phase detection / Fang Peng, Wei Peng, and Cheng Zhang -- 14. Computer-based attention training improves brain cognitive control function : evidences from event-related potentials / Lei Zheng, Dong-ni Pan, Yi Wang, and Xuebing Li -- 15. Comparison of facial emotion recognition based on image visual features and EEG features / Yanfang Long, Wanzeng Kong, Wenfen Ling, Can Yang, and Jieyong Zhu -- 16. A measure of consciousness revealed by the cerebral cortex spontaneous activity / Fuquan Li, Chong Jiao, Ming Li, and Dewen Hu |
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[II]. Deep learning: 17. Multi-scale neural style transfer based on deep semantic matching / Jiachen Yu, Li Jin, Jiayi Chen, Zhiqiang Tian, and Xuguang Lan -- 18. A method of attitude control based on deep deterministic policy gradient / Jian Zhang, Fengge Wu, Junsuo Zhao, and Fanjiang Xu -- 19. The semaphore identification and fault troubleshooting modus for spacecraft originating from deep learning and RF method / Wei Lan, Chun He, Mingju Wang, Ke Li, and Zhijian Zhao -- 20. Network imrpvoed by auxiliary part features for person re-identification / Zhongji Liu, Hui Zhang, Rui Wang, Haichang Li, and Xiaohui Hu -- 21. A unified framework of deep neural networks by capsules / Yujian Li and Chuanhui Shan -- 22. Reformative vehicle license plate recognition algorithm based on deep learning / Xinggan Peng, Long Wen, Diqiu Bai, and Bei Peng -- 23. Performance comparison between genetic fuzzy tree and reinforcement learning in gaming environment / Wenda Wu, Mingxue Liao, Pin Lv, Xueyu Duan, and Xinwei Zhao -- 24. The third kind of Bayes' theorem links membership functions to likelihood functions and sampling distributions / Chenguang Lu -- 25. Speech signal classification baesd on convolutional neural networks / Xiaomeng Zhang, Hao Sun, Shuopeng Wang, and Jing Xu -- 26. Two-input Gegenbauer orthogonal neural network with growing-and-pruning weights and structure determination / Zhijun Zhang, Jie He, and Luxin Tang |
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27. A lightweight convolutional neural network for silkworm cocoons fast classification / Wei Feng, Geng Jia, Wei Wang, Zukui Zhang, Jing Cui, Zhongyi Chu, and Bo Xu -- 28. A novel convolutional neural network for facial expression recognition / Jing Li, Yang Mi, Jiahui Yu, and Zhaojie Ju -- 29. Deep CNN-based radar detection for real maritime target under different sea states and polarizations / Ningyuan Su, Xiaolong Chen, Jian Guan, and Yuzhou Li |
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[III]. Information processing and automatic driving: 30. Rapid precipitation shifts in a black soil region / Wenfeng Wang, Xi Chen, Xiaoliang Zhang, Hongwei Zheng, Ruide Yu, and Jianjun Yu -- 31. Temperature dependence of soil respiration in arid region is reconciled / Wenfeng Wang, Xi Chen, Xiaoliang Li, Jing Qian, and Jianjun Yu -- 32. Mining friendships based on bipartite network through campus spatiotemporal feature / Feng Zhang, Xiaqing Xie, Jin Xu, and Xu Wu -- 33. Independency of functional connectivity states on spatiotemporal resolution of fMRI data / Yuyuan Yang, Hui Shen, Zhiguo Luo, Fuquan Li, and Dewen Hu -- 34. Small dataset modeling and application of plant medicine extraction / Boyan Liu, Juan Chen, and Cuiying Dong -- 35. Adaptive cutoff distance based density peak pivot for metric space outlier detection / Honglong Xu, Fuchun Sun, Lijiang Tan, and Wenjun Huang -- 36. Robust neural direct hypersonic flight control under actuator saturation / Xia Wang, Bin Xu, Pengchao Zhang, and Yu Zhang -- 37. Multiple vehicles merging control via sequence and trajectory optimization / Wei Tang, Ming Yang, Qiyang Qian, Chunxiang Wang, and Bing Wang -- 38. Longitudinal and lateral coupling model based end-to-end learning for lane keeping of self-driving cars / Wei Yuan, Ming Yang, Chunxiang Wang, and Bing Wang -- 39. Behavior prediction and planning for intelligent vehicles based on multi-vehicles interaction and game awareness / Hongbo Gao, Guotao Xie, Kelong Wang, Yuchao Liu, and Deyi Li |
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40. RMVD : robust monocular VSLAM for moving robot in dynamic environment / Qile Li, Fuchun Sun, and Huaping Liu -- 41. A general monocular visual servoing structure for mobile robots in natural scene using SLAM / Chenping Li, Xuebo Zhang, and Haiming Gao -- 42. Path planning for active VSLAM based on reinforcement learning / Borui Li, Fuchun Sun, Huaping Liu, and Bin Fang -- 43. HDAA : high-speed data acquisition algorithm of IoT / Zhijin Qiu, Suiping Qi, Zhengyu Zhou, Tong Hu, Jing Zou, and Dongming Wang -- 44. Mixed iterative adaptive dynamic programming based sensor scheduling for target tracking in energy harvesting wireless sensor networks / Fen Liu, Shuai Chen, Chengpeng Jiang, and Wendong Xiao -- 45. Simulation and modeling of Modbus protocol based on Petri Net / Lei Guo, Xiaochuan Yang, and Yuan Song -- 46. Research on time-triggered Ethernet security of integrated electronic system / Rui Liu |
| Summary |
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. -- Provided by publisher |
| Notes |
Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed May 8, 2019) |
| Subject |
Computational intelligence -- Congresses
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Computational intelligence
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Sun, Fuchun, 1964- editor.
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Liu, Huaping, 1976- editor.
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Hu, Dewen, editor.
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| ISBN |
9789811379864 |
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9811379866 |
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9811379858 |
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9789811379857 |
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9789811379871 |
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9811379874 |
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