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5th ICCSIP 2020: Zhuhai, China
- Fuchun Sun, Huaping Liu, Bin Fang:
Cognitive Systems and Signal Processing - 5th International Conference, ICCSIP 2020, Zhuhai, China, December 25-27, 2020, Revised Selected Papers. Communications in Computer and Information Science 1397, Springer 2021, ISBN 978-981-16-2335-6
Award
- Xinqi Fan
, Mingjie Jiang
Quantized Separable Residual Network for Facial Expression Recognition on FPGA. 3-14 - Xiaodong Zhang, Pengchao Ding:
Hole-Peg Assembly Strategy Based on Deep Reinforcement Learning. 15-32 - Hongbo Wang, Ke Liu
EEG-Based Emotion Recognition Using Convolutional Neural Network with Functional Connections. 33-40 - Liwei Zhang, Yuzhao Sui, Fuwei Zhu, Mingzhu Zhu, Bingwei He, Zhen Deng:
Fast Barcode Detection Method Based on ThinYOLOv4. 41-55 - Yimin Zhou, Zhixiong Yu, Zhuang Ma:
The Realtime Indoor Localization Unmanned Aerial Vehicle. 56-70
Algorithm
- Sen Yuan, Si Chen, Feng Zhang, Wentao Huang:
L1-Norm and Trace Lasso Based Locality Correlation Projection. 73-84 - Bincheng Huang, Si Chen, Fan Zhou
Episodic Training for Domain Generalization Using Latent Domains. 85-93 - Yufan Zhuo, Fuchun Sun, Zhenkun Wen, Huisi Wu, Haiming Huang:
A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model. 94-104 - Benjakarn Leelakittisin
METAHACI: Meta-learning for Human Activity Classification from IMU Data. 105-113 - Xinyue Zhang, Xu Yang, Zhiyong Liu, Lu Zhang, Dongchun Ren
Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development. 114-120 - Hengmin Zhang, Wenli Du, Xiaoqian Liu, Bob Zhang
Factored Trace Lasso Based Linear Regression Methods: Optimizations and Applications. 121-130 - Can Wang, Chensheng Cheng, Dianyu Yang, Feihu Zhang, Guang Pan:
Path Planning and Simulation Based on Cumulative Error Estimation. 131-141 - Zhenhong Zou, Linhao Zhao, Xinyu Zhang, Zhiwei Li, Dafeng Jin, Tao Luo:
MIMF: Mutual Information-Driven Multimodal Fusion. 142-150
Application
- Shengliang Pu
Spatial Information Extraction of Panax Notoginseng Fields Using Multi-algorithm and Multi-sample Strategy-Based Remote Sensing Techniques. 153-163 - Junxi Wang, Xiaoqiang Li, Wenfeng Wang, Jian Huang:
Application of Convolution BLS in AI Face-Changing Problem. 164-173 - Xiaohui Zou
Cognitive Calculation Studied for Smart System to Lead Water Resources Management. 174-183 - Minghao Yang, Yangchang Sun:
A Robotic Arm Aided Writing Learning Companion for Children. 184-193 - Kunhua Li, Xiaotao Liang, Ming Xu, Zhouyang Hong
Design of Omnidirectional Mobile Robot Platform Controlled by Remote Visualization. 194-205 - Yongquan Chen, Qingjie Zhao, Rui Xu:
AG-DPSO: Landing Position Planning Method for Multi-node Deep Space Explorer. 206-218 - Tiancheng Wang
A New Paralleled Semi-supervised Deep Learning Method for Remaining Useful Life Prediction. 219-226 - Ling Chong, Qingjie Zhao, Kairen Fang:
Balancing Task Allocation in Multi-robot Systems Using adpK-Means Clustering Algorithm. 227-242 - Hui Teng, Yulei Li, Fei Long, Meixia Xu, Qiang Ling:
Reinforcement Learning for Extreme Multi-label Text Classification. 243-250
Manipulation
- Yannick Jonetzko, Niklas Fiedler, Manfred Eppe, Jianwei Zhang:
Multimodal Object Analysis with Auditory and Tactile Sensing Using Recurrent Neural Networks. 253-265 - Dan Zhao, Fuchun Sun, Quan Zhou, Zongtao Wang:
A Novel Pose Estimation Method of Object in Robotic Manipulation Using Vision-Based Tactile Sensor. 266-275 - Haiming Huang, Xiaotao Liang, Yufan Zhuo, Linyuan Wu, Zhenkun Wen, Fuchun Sun:
Design and Implementation of Pneumatic Soft Gripper with Suction and Grasp Composite Structure. 276-286 - Ailin Xue, Xiaoli Li, Chunfang Liu, Xiaoyue Cao:
Movement Primitive Libraries Learning for Industrial Manipulation Tasks. 287-300 - Yue Shen, Qingxuan Jia, Zeyuan Huang, Ruiquan Wang, Gang Chen:
Guided Deep Reinforcement Learning for Path Planning of Robotic Manipulators. 301-308 - Baofu Fang, Bin Wu, Zaijun Wang, Hao Wang:
Large-Scale Multi-agent Reinforcement Learning Based on Weighted Mean Field. 309-316 - Feng Liu, Shuling Dai, Yongjia Zhao:
Selective Transition Collection in Experience Replay. 317-324 - Shulin Du, Qingchao Wang, Yan Zhao, Fuchun Sun, Xiao Lu, Bin Fang, Shoucheng Hou:
Design and Grasping Experiments of Soft Humanoid Hand with Variable Stiffness. 325-336
Bioinformatics
- Wei Liu, Jian Qin, Lingli Zeng, Hui Shen, Dewen Hu:
Prediction the Age of Human Brains from Gene Expression. 339-347 - Xin Deng, Jianqiao Zhou, Bin Xiao, Xiaohong Xiang, Yi Yuan:
Deep LSTM Transfer Learning for Personalized ECG Anomaly Detection on Wearable Devices. 348-357 - Xiaohui Zou
Reflection on AI: The Cognitive Difference Between Libraries and Scientists. 358-369 - Chengyin Wang, Wenlong Ding, Jianhua Shan, Bin Fang:
A Review of Research on Brain-Computer Interface Based on Imagined Speech. 370-378 - Wenlong Ding, Chengyin Wang, Bin Fang, Fuchun Sun, Jianhua Shan:
A Survey of Multimodal Human-Machine Interface. 379-386 - Feifei Qi, Wei Wu, Ke Liu, Tianyou Yu, Yang Cao:
A Logistic Regression Based Framework for Spatio-Temporal Feature Representation and Classification of Single-Trial EEG. 387-394 - Zhengwen Shen, Jun Wang, Guoqing Wang, Zaiyu Pan:
Biometric Traits Share Patterns. 395-401 - Menglu Zhang, Linlin Shen:
Cervical Cell Detection Benchmark with Effective Feature Representation. 402-413
Vision A
- Chu Wang, Xiaoqiang Li, Wenfeng Wang:
Image Fusion for Improving Thermal Human Face Image Recognition. 417-427 - Huisi Wu, Zhouan Shi, Haiming Huang, Zhenkun Wen, Fuchun Sun:
Automatic Leaf Recognition Based on Attention DenseNet. 428-436 - Huijie Zhu, Zhuohao Shen, Shenggui Yuan, Fuliang Chen, Jinhui Li:
Semantic Segmentation for Evaluation of Defects on Smartphone Screens. 437-448 - Lei Huang, Xiaokai Zhang, Baohua Qiang, Jinlong Chen, Hongbo Yang, Minghao Yang:
Image Clipping Strategy of Object Detection for Super Resolution Image in Low Resource Environment. 449-456 - Yulian Li, Jun Wang, Guoqing Wang:
Image Quality Assessment with Local Contrast Estimator. 457-463 - Dan Zhang, Yi Zuo, Philip C. L. Chen, Chiye Wang, Teishan Li:
Application of Broad Learning System for Image Classification Based on Deep Features. 464-471 - Junjie Zhang
Emotion Recognition Based on Graph Neural Networks. 472-480 - Jiali Wang, Zhansheng Duan, Kuizhi Mei, Hongbin Zhou, Chenhui Tong:
A Light-Weight Stereo Matching Network with Color Guidance Refinement. 481-495
Vision B
- Quanfu Xu
Overview of Monocular Depth Estimation Based on Deep Learning. 499-506 - Jinfa Zhao, Wenchang Zhang, Rongxuan Chai, Hang Wu, Wei Chen:
Non-contact Physiological Parameters Detection Based on MTCNN and EVM. 507-516 - Shurui Yan, Zihou Wei, Yi Xu, Guanglu Jia
Texture Classification of a Miniature Whisker Sensor with Varied Contact Pose. 517-526 - Hanyang Zhuang, Chunxiang Wang, Yuhan Qian, Ming Yang:
Semantic-Based Road Segmentation for High-Definition Map Construction. 527-537 - Yiming Jiang, Jinlong Chen, Minghao Yang, Junwei Hu:
Transformer Region Proposal for Object Detection. 538-547 - Junwei Hu, Jinlong Chen, Minghao Yang, Yiming Jiang:
A Feature Fusion Based Object Tracking Algorithm. 548-557 - Philipp Ruppel, Michael Görner, Norman Hendrich
Detection and Reconstruction of Transparent Objects with Infrared Projection-Based RGB-D Cameras. 558-569
Autonomous Vehicles
- Yifan Zhang, Bo Wang, Jian Li, Yang Yu:
A Simulation-to-Real Autonomous Driving System Based on End-to-End Learning. 573-583 - Chensheng Cheng, Can Wang, Dianyu Yang, Weidong Liu, Feihu Zhang:
Underwater SLAM Based on Forward-Looking Sonar. 584-593 - Hao Wang, Le Wang, Baofu Fang:
Robust Visual Odometry Using Semantic Information in Complex Dynamic Scenes. 594-601 - Honglei Che, Gang Wang, Congling Shi:
A Multi-sensor Data Fusion Method Based on Improved XGBoost Model for AGV Localization. 602-610 - Chang Liu, Dongsheng Wang, Yong Tang, Bin Xu:
Multi UAV Target Tracking Based on the Vision and Communication Information. 611-620 - Dan Zhao, Fuchun Sun:
An Accurate Positioning Method for Robotic Manipulation Based on Vision and Tactile Sensors. 621-631
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