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17th ICIC 2021: Shenzhen, China - Part I
- De-Shuang Huang, Kang-Hyun Jo, Jianqiang Li, Valeriya V. Gribova, Vitoantonio Bevilacqua:
Intelligent Computing Theories and Application - 17th International Conference, ICIC 2021, Shenzhen, China, August 12-15, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12836, Springer 2021, ISBN 978-3-030-84521-6
Evolutionary Computation and Learning
- Yidan Chen, Xueyi Wang, Lianbo Ma, Ping Zhou:
Multi-objective Optimization-Based Task Offloading and Power Control for Mobile Edge Computing. 3-17 - Cheng Tang
, Zhenyu Song
An Evolutionary Neuron Model with Dendritic Computation for Classification and Prediction. 18-36 - Sihan Wang, Xinyu Li, Liang Gao, Lijian Wang:
An Improved Genetic Algorithm for Distributed Job Shop Scheduling Problem. 37-47 - Wei Guo, Feng Zou
An Improved Teaching-Learning-Based Optimization for Multitask Optimization Problems. 48-58 - Laura D. Jalili, Jair Cervantes, Farid García-Lamont
Emotion Recognition from Facial Expressions Using a Genetic Algorithm to Feature Extraction. 59-71 - Yongfeng Li, Lingjie Li, Qiuzhen Lin
An Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective Optimization Problems. 72-85 - Hong Zhang
KGT: An Application Mapping Algorithm Based on Kernighan-Lin Partition and Genetic Algorithm for WK-Recursive NoC Architecture. 86-101 - Gufeng Liu, Qunfeng Liu, Lijia Ma, Zengyang Shao:
Evolutionary Algorithms for Applications of Biological Networks: A Review. 102-114 - Jie Pan, Changqing Yu, Liping Li, Zhuhong You, Zhong-Hao Ren, Yao Chen, Yongjian Guan:
Computational Prediction of Protein-Protein Interactions in Plants Using Only Sequence Information. 115-125
Image and Signal Processing
- Jinfan Zou, Xiaolong Zhang, Xiaoli Lin:
A Diabetic Retinopathy Classification Method Based on Novel Attention Mechanism. 129-142 - Guangyi Chen, Wenfang Xie:
A Comparable Study on Dimensionality Reduction Methods for Endmember Extraction. 143-150 - Guang Yi Chen, Wen-Fang Xie, Shen-En Qian:
Hyperspectral Image Classification with Locally Linear Embedding, 2D Spatial Filtering, and SVM. 151-159 - Tianhao Li, Maoshen Jia, Xuan Cao:
A Hierarchical Retrieval Method Based on Hash Table for Audio Fingerprinting. 160-174 - Shen Ran, Hu Ruoyun, Ding Qi, Jin Liangfeng:
Automatic Extraction of Document Information Based on OCR and Image Registration Technology. 175-185 - Yuanye Wei, Yongquan Zhou, Qifang Luo, Jian Bi:
Using Simplified Slime Mould Algorithm for Wireless Sensor Network Coverage Problem. 186-200 - Jun Yan, Yuli Wang, Haiou Li, Weizhong Lu, Hongjie Wu:
Super-Large Medical Image Storage and Display Technology Based on Concentrated Points of Interest. 201-208 - Bo Song, Xinfeng Zhang, Tianyu Zhu, Bowen Ren, Maoshen Jia:
Person Re-identification Based on Hash. 209-222 - Jian-Xun Mi, Xu-Dong Wang, Qing-Yun Yang, Xin Deng:
A Robust and Automatic Recognition Method of Pointer Instruments in Power System. 223-237 - Qian Wan, Liang Gao, Lijian Wang, Xinyu Li:
Partial Distillation of Deep Feature for Unsupervised Image Anomaly Detection and Segmentation. 238-250 - Chenxin Zhao, Xiaohua Wang, Lei Zhang:
Speech Recognition Method for Home Service Robots Based on CLSTM-HMM Hybrid Acoustic Model. 251-263 - Si-Zhe Wan, Changan Yuan, Xiao Qin, Hongjie Wu:
Serialized Local Feature Representation Learning for Infrared-Visible Person Re-identification. 264-273 - Junfeng Jing
A Novel Decision Mechanism for Image Edge Detection. 274-287 - Sanjeeb Prasad Panday, Saurav Lal Karn, Basanta Joshi
Rapid Earthquake Assessment from Satellite Imagery Using RPN and Yolo v3. 288-301 - Xiao Qin, Yu Shi, Xiao Huang, Huiting Li, Jiangtao Huang
Attention-Based Deep Multi-scale Network for Plant Leaf Recognition. 302-313
Information Security
- Haiyu Wang:
Short Video Users' Personal Privacy Leakage and Protection Measures. 317-326 - Si Liu, Yunxia Liu, Cong Feng, Hongguo Zhao:
An Efficient Video Steganography Method Based on HEVC. 327-336 - Shanshan Gu:
Analysis on the Application of Blockchain Technology in Ideological and Political Education in Universities. 337-345 - Mi-Young Kang:
Parallel Security Video Streaming in Cloud Server Environment. 346-357 - Hongguo Zhao, Menghua Pang, Yunxia Liu:
An Efficient Video Steganography Scheme for Data Protection in H.265/HEVC. 358-368 - Shuyang Liu:
A Robust Lossless Steganography Method Based on H.264/AVC. 369-378 - Cong Feng, Si Liu:
Research on Application of Blockchain Technology in Higher Education in China. 379-389
Neural Networks
- Hao Wu, Zhuangzhuang He, Weitao Zhang, Yunsheng Hu, Yunzhi Wu, Yi Yue:
Multi-class Text Classification Model Based on Weighted Word Vector and BiLSTM-Attention Optimization. 393-400 - Wei Mu, Aihua Zhang, Zinan Su, Xing Huo:
Fault Diagnosis Based on Unsupervised Neural Network in Tennessee Eastman Process. 401-414 - Yunqi Jiang, Huaqing Zhang, Jian Wang, Kai Zhang, Nikhil R. Pal:
Constraint Interpretable Double Parallel Neural Network and Its Applications in the Petroleum Industry. 415-423 - Lijia Deng
Alcoholism Detection via 5-Layer Customized Convolution Neural Network. 424-434 - Alvaro Valderrama
A Heterogeneous 1D Convolutional Architecture for Urban Photovoltaic Estimation. 435-449 - Chengyu Wang, Jia Wang, Qiuzhen Lin
Adversarial Attacks and Defenses in Deep Learning: A Survey. 450-461
Pattern Recognition
- Xianfeng Wang, Xuqi Wang, Wenzhun Huang, Shanwen Zhang:
Fine-Grained Recognition of Crop Pests Based on Capsule Network with Attention Mechanism. 465-474 - Lin Zhiyong:
Small Object Recognition Based on the Generative Adversarial Network and Multi-instance Learning. 475-483 - Yajun Zou, Jinwen Ma:
Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English. 484-498 - Xiaoyan Li, Jinwen Ma:
Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction. 499-511 - Nicola Altini, Tommaso Maria Marvulli
Multi-class Tissue Classification in Colorectal Cancer with Handcrafted and Deep Features. 512-525 - Wenhui Liu, Changan Yuan, Xiao Qin, Hongjie Wu:
Plant Leaf Recognition Network Based on Fine-Grained Visual Classification. 526-534 - Shuanggen Fan
Anomaly Detection Based on Video Prediction and Latent Space Constraints. 535-546 - Le Zou, Qian-Jing Huang, Zhize Wu, Liang-Tu Song, Xiao-Feng Wang:
A Robust Distance Regularized Potential Function for Level Set Image Segmentation. 547-556 - Ya Wang
Label Similarity Based Graph Network for Badminton Activity Recognition. 557-567 - Huayuan Chen
MITT: Musical Instrument Timbre Transfer Based on the Multichannel Attention-Guided Mechanism. 568-581 - Li-Hua Shen, Xin-Hao Wang, Min-Xiang Gao, Bo Li:
Classification of Benign-Malignant Pulmonary Nodules Based on Multi-view Improved Dense Network. 582-593 - Junqiang Li, Chao Wang, Lin Cui, Zhiwei Zhang, Wenquan Tian, Zhenggao Pan, Wanli Zhang, Xiaoying Yang, Guolong Chen:
Deep Convolution Neural Network Based Research on Recognition of Mine Vehicle Head and Tail. 594-605 - Ziga Golob, Bostjan Vesnicer, Mario Zganec, Vitomir Struc, Simon Dobrisek, Jerneja Zganec-Gros:
Compact Finite-State Super Transducers for Grapheme-to-Phoneme Conversion in Highly Inflected Languages. 606-616
Swarm Intelligence and Optimization
- Heng-Wei Guo, Hong-yan Sang, Jun-qing Li, Yu-yan Han, Biao Zhang, Leilei Meng
An Improved SMA Algorithm for Solving Global Optimization Problems. 619-634 - Baofeng Zheng, Xiuxi Wei, Huajuan Huang:
An Improved Chicken Swarm Optimization Algorithm with Fireworks Factor. 635-651 - Nai-Kang Yu, Rong Hu, Bin Qian, Ling Wang
An Improved Lagrangian Relaxation Algorithm for Solving the Lower Bound of Production Logistics. 652-662 - Sen Zhang, Rong Hu, Bin Qian, Zi-Qi Zhang, Ling Wang
Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and Release Dates. 663-672 - Wen Jiang, Rong Hu, Bin Qian, Nai-Kang Yu, Bo Liu:
Hybrid Whale Optimization Algorithm for Solving Green Open Vehicle Routing Problem with Time Windows. 673-683 - Nan Li, Rong Hu, Bin Qian, Nai-Kang Yu, Ling Wang
Hybrid Grey Wolf Optimizer for Vehicle Routing Problem with Multiple Time Windows. 684-693 - Huajuan Huang, Xiuxi Wei, Yongquan Zhou:
Spatial Prediction of Stock Opening Price Based on Improved Whale Optimized Twin Support Vector Regression. 694-706 - Na Xia, Lin-Mei Luo, Hua-Zheng Du, Pei-Pei Wang, Yongtang Yu, Ji-Wen Zhang:
Channel Assignment Algorithm Based on Discrete BFO for Wireless Monitoring Networks. 707-724 - Jing Zhang, Jing Jie:
A Multi-objective Particle Swarm Optimization Algorithm Embedded with Maximum Fitness Function for Dual-Resources Constrained Flexible Job Shop Scheduling. 725-738 - Yu Huang, Xifan Yao, Junjie Jiang:
An Improved Firefly Algorithm for Generalized Traveling Salesman Problem. 739-753
Virtual Reality and Human-Computer Interaction
- Hotaka Takizawa, Koji Kainou, Mayumi Aoyagi:
User Study on an Online-Training System of Activity in Daily Life for the Visually Impaired. 757-762 - Mahmudul Hasan, Riku Goto, Junichi Hanawa, Hisato Fukuda, Yoshinori Kuno, Yoshinori Kobayashi:
Person Property Estimation Based on 2D LiDAR Data Using Deep Neural Network. 763-773 - Yuuichiro Shiratori, Kazunori Onoguchi:
Detection of Pointing Position by Omnidirectional Camera. 774-785 - Prashan Premaratne, Muhammad Qadim Abdullah, Inas Jawad Kadhim, Brendan Halloran, Peter James Vial:
Optimization of Low-Speed Dual Rotor Axial Flux Generator Design Through Electromagnetic Modelling and Simulation. 786-801 - Li-Hua Wen, Ting-Yue Xu, Kang-Hyun Jo:
A Lightweight Attention Fusion Module for Multi-sensor 3-D Object Detection. 802-815 - Xuan-Thuy Vo
Regression-Aware Classification Feature for Pedestrian Detection and Tracking in Video Surveillance Systems. 816-828 - Muhamad Dwisnanto Putro
Efficient Face Detector Using Spatial Attention Module in Real-Time Application on an Edge Device. 829-841 - Erika Aoki, Tadashi Matsuo, Nobutaka Shimada:
Non-tactile Thumb Tip Measurement System for Encouraging Rehabilitation After Surgery. 842-852 - Yasushi Mae, Akihisa Nagata, Kaori Tsunoda, Tomokazu Takahashi, Masato Suzuki, Yasuhiko Arai, Seiji Aoyagi:
Real-Time Prediction of Future 3D Pose of Person Using RGB-D Camera for Personalized Services. 853-861 - Kyohei Yoshida, Tadashi Matsuo, Nobutaka Shimada:
ROS2-Based Distributed System Implementation for Logging Indoor Human Activities. 862-873 - Jingjing Tang, Liang Song, Jiabao Zeng, Juncong Lin:
The Virtual Camera Path in 3D Animation. 874-882
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