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CSAI 2021: Beijing, China
- CSAI 2021: 5th International Conference on Computer Science and Artificial Intelligence, Beijing, China, December 4 - 6, 2021. ACM 2021, ISBN 978-1-4503-8415-5
Chapter 1 - Target Detection and Tracking
- Xiaoli Ren, Yunjie Zhang, Yanrong Yang:
Human Fall Detection Model with Lightweight Network and Tracking in Video. 1-7 - Yuncheng Sang, Han Huang, Shuangqing Ma, Shouwen Cai, Zhen Shi:
Lightweight Object Detection Method for Mobile Robot Platform. 8-13 - Huanqia Cai, Lele Xu, Lili Guo:
Enhanced Efficient YOLOv3-tiny for Object Detection. 14-20 - Zhuo Nan, Yun Gong:
Research on Application of Target Detection Network Based on SSD in Underground Coal Mine. 21-26 - Xiaoke Zhu, Jitong Zhang, Xiaopan Chen, Danyang Li, Yufei Wang, Minghao Zheng:
AMOD-Net: Attention-based Multi-Scale Object Detection Network for X- Ray Baggage Security Inspection. 27-32 - Haipeng Li, Wenjuan Zheng, Bin Zhou, YanYangshuo Liu:
Modified Kernelized Correlation Filter Tracker Based on Saliency Detection and Reliability Judgment. 33-38 - Zhen Yang, Hanqing Yu, Lei Xu, Fan Yang, Zhijian Yin:
SM-YOLO: A Model for Real-Time Smoke Detection. 39-45
Chapter 2 - Image Recognition and Segmentation
- JiaoJiao Xing, Xianmei Wang, Peng Hou
:
Target tracking by improved ECO. 46-49 - Liyan Zhang, Hao Zhou, Juan Wang, Lei Wang, Chengyi Xia:
Automatic segmentation for meniscus magnetic resonance images of knee joint based on Mask region-based convolution neural network. 50-56 - Christos G. Chadoulos, Serafeim P. Moustakidis, Dimitrios Tsaopoulos, John B. Theocharis:
Multi-atlas segmentation of knee cartilage via Semi-supervised Regional Label Propagation. 57-64 - Liang Zheng, Ya Chen, Xiaopan Chen, Fengbin Zheng:
Age-uniform Feature Learning for Image-based Kinship Verification. 65-71 - Wanjun Liu, Jiaxin Li, Haicheng Qu:
Research on Traffic Sign Recognition based on Convolutional Neural Network. 72-77 - Fangtao Ren, Yawei Zhang, Xi Liu, Yingqi Zhang, Ying Liu, Fan Zhang:
Identification of Plant Stomata Based on YOLO v5 Deep Learning Model. 78-83 - Jia Li, Haiyan Liu, Xiaohui Chen, Jing Li, Junhong Xiang:
Vessel Pattern Recognition Using Trajectory Shape Feature. 84-90 - Yun Lai
Computing the Slant Degree of Digital Ink Chinese Characters Handwritten by CFL Beginners Based on Elliptical Enclosing Shape. 91-98
Chapter 3 - Computer Graphics and Image Processing
- Yanrong Yang, Yunjie Zhang, Xiaoli Ren:
Single Image Super-Resolution via Residual Dictionary Learning. 99-104 - Zhisheng Zhang, Huaijing Qu, Hengbin Wang, Jia Xu, Jiwei Wang, Yanan Wei:
Texture Dataset Construction and Texture Image Retrieval based on Deep Learning. 105-111 - Yang Zhang, Fan Xiao Shan, Gang He:
AZY-GCN: Multi-scale feature suppression attentional diagram convolutional network for human pose prediction. 112-121 - Shiming Chen, Chunjing Xiao, Yanhui Han, Xianghe Du:
A Real-time Activity Recognition System based on Dynamic Adaptive Windows using WiFi Signals. 122-127 - Duo Chen, Fuwei Zhang, Shirou Ou, Ruomei Wang:
Keyword-aware Multi-modal Enhancement Attention for Video Question Answering. 128-133 - Jun Liu, Shuang Lai
Sampling May Not Always Increase Detector Performance: A Study on Collecting Training Examples. 134-137 - Dazheng Liu:
Random Polygon Cover for Oracle Bone Character Recognition. 138-142 - Weijie Liu, Weiwei Chen, Chong Wang, Qiaomei Mao, Xinmiao Dai:
Capsule Embedded ResNet for Image Classification. 143-149
Chapter 4 - Soft Computing and Data Computing
- Shupeng Wang, Junhao Liu:
Continual Learning for Sentiment Classification by Iterative Networks Combination. 150-155 - Rui Huang, Ying Ma, Tian Wang, Guoqi Li, Ming Yan
A K-Nearest Centroid Neighbor with attention Classifier. 156-161 - Shuo Liu, Liwen Xu
LCR-GAN: Learning Crucial Representation for Anomaly Detection. 162-167 - Dongxue Bao, Donghong Qin, Xianye Liang, Lila Hong:
Short Text Classification Model Based on BERT and Fusion Network. 168-174 - Xingye Bu, Naijie Gu:
Forecast of the Development of COVID-19 Based on the Small-World Network. 175-181 - Hongchuan Zhou, Jiaqi Liu, Junyan Song, Benchao Yang:
Optimal scheme for dynamic adjustment of active mirror in FAST system. 182-187 - Yawei Zhang, Fangtao Ren, Xi Liu, Fan Zhang:
Prediction of Hepatocellular Carcinoma Diseases Based on Methylation Data and Screening of Hub Genes. 188-192 - Yubo Zhang, Yanfang Liu:
The Research of Predicting Student's Academic Performance Based on Educational Data. 193-201
Chapter 5 - Algorithm Design and Optimization
- Yuan Xia Shen, Chuan-hua Zeng, Xiao Yan Wang:
A Novel Sine Cosine Algorithm for Global Optimization. 202-208 - Yaqi Li, Qiwen Dong, Gang Liu:
Regression Algorithm Based on Self-Distillation and Ensemble Learning. 209-215 - Xin Fang, Yuan Xia Shen, Xuefeng Zhang:
Multi-objective evolutionary algorithm based on decomposition with integration strategy. 216-222 - Xingyun Xie, Zifeng Ren, Yuming Gu, Chengwen Zhang:
Text Recommendation Algorithm Fused with BERT Semantic Information. 223-227 - Xiaoyan Wang, Tao Zhu, Yuanxia Shen:
Variable and Weighted Granularity "Logic Disjunction" Degree Multi Granularity Rough Set. 228-234 - Lu Zhang, Yunjie Zhang, Yulin Wang:
Natural Neighbor Clustering Algorithm without Boundary. 235-241
Chapter 6 - Software and Information Engineering
- Zhenyu Huang, Yongjun Wang, Hongzuo Xu, Songlei Jian
Script event prediction based on pre-trained model with tail event enhancement. 242-248 - Jiezhong Xiao, Qian Han, Yumeng Gao:
Hybrid Classification and Clustering Algorithm on Recent Android Malware Detection. 249-255 - Hao Wang:
Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems. 256-259 - Xinyi Li, Yiyuan Wang, Ying Qian, Liang Dou:
Use Machine Learning to Predict the Running Time of the Program. 260-266 - Bundit Manaskasemsak, Sarita Puttitanun, Jirateep Tantisuwankul, Arnon Rungsawang:
Personalized Thread Recommendation on Thai Internet Forum. 267-272 - Xingmin Li, Tao Dong, Xinpeng Wang, Li-Shan Ma:
Design and implementation of CTD profile observation data accumulation system based on MySQL. 273-277 - Chenxi Wang, Xudong Luo:
A Legal Question Answering System Based on BERT. 278-283 - Long Peng, Hao Xu, Jie Yu, Xiaodong Liu, Fei Guan:
EmSBoTScript: A Tiny Virtual Machine-Based Embedded Software Framework. 284-289
Chapter 7 - Modern Information Theory and Technology
- Rui Zhang, Zuoquan Zhang, Marui Du, Xiaomin Wang:
The Portfolio Model Based on Temporal Convolution Networks and the Empirical Research on Chinese Stock Market. 290-295 - Lizhi Wang:
The Challenge and Prospect of Scalability of Blockchain Technology. 296-301 - Xiaoyu Li, Yushi Zhang, Jinpeng Zhang:
A DNN-Based Method for Sea Clutter Doppler Parameters Prediction. 302-309 - Lili Kong, Chao Xue, Naiyu Tan:
Bursty Events Detection with the Field of Mobile Customer Service. 310-316 - Ying Chen, Ping Yang, Chengxu Ye, Zhikun Miao:
GCN-Seq2Seq: A Spatio-Temporal feature-fused model for surface water quality prediction. 317-322 - Zan Li, Yuexian Hou, Tingsan Pan, Tian Tian, Yingjie Gao:
Mining Latent Semantic Correlation inspired by Quantum Entanglement. 323-330 - Tianyuan Xu, Xueliang Liu:
Adaptive Margin Ranking for Supervised Cross-modal Retrieval. 331-336 - Yu Wang, Weiping Yu:
Research on the Influencing Factors of Consumer Experience Under the New Retail Mode of Fresh Food. 337-346 - Liming Chen, Bin Xie, Yingchun Chen:
Review of deep learning network. 347-351
Chapter 8 - Information Education and Multimedia Application
- Hadi Sutopo, Anjar Dwi Astono
Developing Digital Magazine on Coffee Industry Information in COVID-19 Pandemic for Tourism Enhancement. 352-358 - Mingrui Yan, Xudong Luo:
BERT-Based Detection of Sexual Harassment in Dialogues. 359-364 - Haiyun Zheng, Zhengqing Jiang:
Comparative Study of Music Visualization based on CiteSpace at China and the World. 365-371 - Xibin Xu, Xiaolei Zhao:
The Construction and Practice of Multimedia Intelligent Classroom in the Information Age. 372-378 - Xia Wang, Zhengqing Jiang:
Research on Digital Exhibition Design of Former Residence Memorial Hall based on IPOP Theory. 379-387 - Raúl Crespo, Bernardo A. Urriza-Arellano, Katya E. Romo-Medrano, Pedro Ponce:
Facilitating Theoretical and Experimental Internet of Things Learning in Higher Education Using a Novel Flexible-Web Platform. 388-393 - Lina Du, Li Zhuo, Jiafeng Li, Hui Zhang:
Deep Spatial and Temporal Information based QoE Evaluation Model for HTTP Adaptive Streaming. 394-401
Chapter 9 - Artificial Intelligence and Engineering Application
- Linxi Chen:
Deep Learning Static and Dynamic Movie Attributes for Box Office Prediction. 402-407 - Cristy Manahan Malasan, Bernard S. Villaverde, Dante Laroza Silva, Kevin Lawrence M. de Jesus:
Artificial Neural Network with Sensitivity Analysis: Predicting the Flexural Strength of Concrete Pavement using Locally Sourced Dilapidated Concrete as Partial Replacement. 408-414 - Bingjie Yang, Shengjie Zhao, Kenan Ye, Rongqing Zhang:
Distribution Consistency Penalty in the Quadratic Kappa Loss for Ordinal Regression of Imbalanced Datasets. 415-421 - Andrew Kwok-Fai Lui
Predictive Screening of Accident Black Spots based on Deep Neural Models of Road Networks and Facilities: A Case Study based on a District in Hong Kong. 422-428 - Zhang bo chuan, Liu Guo Ming, Pei Sheng Wang, Yu li, Haipeng Li:
Research on Key Technology of Auto-driving Based on Machine Vision. 429-433 - Zhuxin Xue, Yang Bai, Haixin Wang, Chenyu He, Jian Tan:
Research on human-computer interaction portability evaluation model in complex environment. 434-437
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