| Description |
1 online resource (xx, 582 pages) : illustrations (some color) |
| Series |
Communications in computer and information science, 1865-0929 ; 1005 |
|
Communications in computer and information science ; 1005. 1865-0929
|
| Contents |
[I]. Vision and image: 1. Automatic analog pointer instruments reading using panel detection and landmark localization networks / Keshan Yang, Zhansheng Duan, and Kai Fang -- 2. A novel remote sensing image classification method based on semi-supervised fuzzy C-means / Guozheng Feng, Jindong Xu, Baode Fan, Tianyu Zhao, Xiao Sun, and Meng Zhu -- 3. Vision-based joint attention detection for autism spectrum disorders / Wanqi Zhang, Zhiyong Wang, and Honghai Liu -- 4. Multi-scale local receptive field based online sequential extreme learning machine for material classification / Xinying Xu, Jing Fang, Qi Li, Gang Xie, Jun Xie, and Mifeng Ren -- 5. Effect of short-term micro-expression training on the micro-expression recognition performance of preschool children / Fangbing Qu, Supei Yan, Jiuqing Liang, and Jianping Wang -- 6. Video-based person re-identification by region quality estimation and attributes / Simin Xu and Shiqiang Hu -- 7. A preliminary visual system for assistant diagnosis of ASD : response to name / Zhiyong Wang, Jingjing Liu, and Honghai Liu -- 8. Dynamic detection and tracking based on human body component modeling / Jian He and Zihao Wang -- 9. A real-time method for marking the extent of a lipid plaque based on IV-OCT imaging / Cheng Zhang, Jian He, Weidong Wang, Shengqi Yang, and Yuqing Zhang -- 10. An image segmentation model based on cascaded multilevel features / Xiao-Juan Zhang and Xi-Li Wang |
|
11. How to understand the basic graphic analysis method / Zhenlin Xu, Fangqu Xu, Wen Xu, and Xiaohui Zou -- 12. Image elementary manifold and its application in image analysis / Chao Cai, Lingge Li, and Changwen Zheng -- 13. SAR image fast online ATR based on visual attention and scale analysis / Hongqiao Wang, Yanning Cai, Junyi Yao, Shaolei Zhang, and Guangyuan Fu -- 14. Image artistic style transfer based on color distribution preprocessing / Yinshu Zhang, Jiayi Chen, Xiangyu Si, Zhiqiang Tian, and Xuguang Lan -- 15. Depthwise separable convolution feature learning for homogeneous rock image classification / Yueqin Zhu, Lin Bai, Weihang Peng, Xinyang Zhang, and Xiong Luo -- 16. An efficient network for lane segmentation / Haoran Li, Dongbin Zhao, Yaran Chen, and Qichao Zhang -- 17. Optimize expert knowledge acquisition with attribute calculation : how to understand twin Turing machine / Xiaohui Zou, Fang Fang, and Jiali Feng |
|
[II]. Algorithms: 18. An unsupervised joint model for claim detection / Xueyu Duan, Mingxue Liao, Xinwei Zhao, Wenda Wu, and Pin Lv -- 19. How to understand the basic structural unit / Yongchao Gan and Xiaohui Zou -- 20. Algorithms for maximum lifetime of covering path / Huafu Liu and Zhixiong Liu -- 21. Active learning-based semi-supervised spectral clustering algorithm / Wei-Jin Jiang, Yi-Rong Jiang, Yang Wang, Jia-Hui Chen, and Li-Na Tan -- 22. Secondary filtering update algorithm for nonlinear systems, based on extended Kalman filter / Xiaoliang Feng, Yuxin Feng, and Chenglin Wen -- 23. Probabilistic context-aware ambients / Lei Zhang, Yue Long, Yongzhi Cao, and Hanpin Wang -- 24. How to understand three types of cognitive models / Xiaohui Zou, Yizhen Qi, and Dixing Wang -- 25. Intelligent measurement and management of aircraft structural deformation / Hongli He, Bei Chen, and Quanbo Ge -- 26. Design and FPGA implementation of an high efficient XGBoost based sleep staging algorithm using single channel EEG / Yiqiao Liao, Milin Zhang, Zhihua Wang, and Xiang Xie -- 27. How to understand the mathematical bass of two basic types of computational behavior / Chenjun Lv and Xiaohui Zou |
|
28. Improved direct chaotic nonlinear filters / Yang Zhang, Gang Zhang, Guo-sheng Rui, and Hai-bo Zhang -- 29. A hotel review corpus for argument mining / Xueyu Duan, Mingxue Liao, Xinwei Zhao, Wenda Wu, and Pin Lv -- 30. The formal understanding models / Xiaohui Zou -- 31. Application of PSO-LSSVM in bias correction of shipborne anemometer measurement / Tong Hu, Suiping Qi, Zhijin Qiu, Jing Zou, and Dongming Wang -- 32. Two-stage weighted regularized extreme learning machine for class imbalanced learning / Miaoxing Xu and Yuanlong Yu -- 33. Covering path with minimum movement : complexity and algorithms / Huafu Liu and Zhixiong Liu -- 34. Intelligence's dilemma : AI algorithms may cause anti-intelligence / Yuhong Zhang and Umer Nauman -- 35. Modified method for orbit relative reachable domain with state uncertainties / Hao Shi, Teng Tian, Xiaoxiao Zhao, and Yujie Xiao |
|
[III]. Robotics: 36. Gait phase optimization of swing foot for a quadruped robot / Guoxiong Wu, Rui Huang, Jiasheng Hao, Hong Cheng, and Shanren Wang -- 37. Automatic operating method of robot dexterous multi-fingered hand using heuristic rules / Wei Wang, Qiangbing Zhang, Zeyuan Sun, Xi Chen, and Zhihong Jiang -- 38. A tendon-driven robotic dexterous hand design for grasping / Ziwei Xia, Jiahui Yuan, Bin Fang, Fuchun Sun, Chang Zhu, Yiyong Yang, and Huasong Min -- 39. AI in locomotion : quadruped bionic mobile robot / Lei Jiang, Jianjuan Guo, Bo Su, Peng Xu, and Ruina Dang -- 40. A novel rotor position observer for self-sensing of interior permanent magnet synchronous motor with dynamic error compensation / Chang Deng and Jun Lu -- 41. Robotic knee prosthesis real-time control using reinforcement learning with human in the loop / Yue Wen, Xiang Gao, Jennie Si, Andrea Brandt, Minhan Li, and He (Helen) Huang -- 42. Robust and high-precision end-to-end control policy for multi-stage manipulation task with behavioral cloning / Wei Ge, Weiwei Shang, Fangjing Song, Hongjian Sui, and Shuang Cong -- 43. An adaptive behavior under uneven terrains for quadruped robot / Peng Xu, Bo Su, Lei Jiang, Qichang Yao, Ruina Dang, Wei Xu, Chenxing Jiang, Yuchuan Lu, Yunfeng Jiang, and Lindong Mu -- 44. Survey of pedestrian action recognition in unmanned-driving / Li Chen, Nan Ma, Pengfei Wang, Guilin Pang, and Xiaojun Shi -- 45. A real-time gait switching method for lower-limb exoskeleton robot based on sEMG signals / Xunju Ma, Can Wang, Ruizhu Zhang, and Xinyu Wu |
|
46. A multi-robot system for high-throughput plant phenotyping / Chenming Wu, Rui Zeng, and Yong-Jin Liu -- 47. Wall-following control of multi-robot based on moving target tracking and obstacle avoidance / Kongtao Zhu, Chensheng Cheng, Can Wang, and Feihu Zhang -- 48. Robot simulation and reinforcement learning training platform based on distributed architecture / Yun-Liang Jiang, Zeng-Qiang Huang, Jun-Jie Cao, Yong Liu, Xinqiang Ma, and Yi Huang -- 49. Robotic knee parameter tuning using approximate policy iteration / Xiang Gao, Yue Wen, Minhan Li, Jennie Si, and He (Helen) Huang -- 50. Visual-tactile fusion for a low-cost desktop robotic manipulator grasping / Liming Fan, Ziwei Xia, and Yiyong Yang |
| 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 [50 in this part; 46 in part II] 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 |
|
Online resource; title from PDF title page (SpringerLink, viewed May 8, 2019) |
| Subject |
Computational intelligence -- Congresses
|
|
Computational intelligence
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Sun, Fuchun, 1964- editor
|
|
Liu, Huaping, 1976- editor
|
|
Hu, Dewen, editor
|
| ISBN |
9789811379833 |
|
9811379831 |
|
9811379823 |
|
9789811379826 |
|
9789811379840 |
|
981137984X |
|
