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基于时空信息分析的人的姿态与行为感知 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  司晨阳
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多视角人体图像合成  对抗学习  人的行为识别  人体姿态  半监督学习  
基于特征学习和关系推理的视频行为识别 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  胡古月
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视频理解  行为分析  特征学习  关系推理  
基于深度卷积网络的多目标跟踪方法研究 学位论文
工学博士, 中科院自动化研究所智能化大厦: 中科院自动化研究所, 2021
Authors:  周宗伟
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深度学习  卷积神经网络  在线跟踪  多目标跟踪  实时跟踪  
A Comprehensive Review on Group Activity Recognition in Videos 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 334-350
Authors:  Li-Fang Wu;  Qi Wang;  Meng Jian;  Yu Qiao;  Bo-Xuan Zhao
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Group activity recognition (GAR)  human activity recognition  scene understanding  video analysis  computer vision  
EDT Method for Multiple Labelled Objects Subject to Tied Distances 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 468-479
Authors:  Andre Marasca;  Andre Backes;  Fabio Favarim;  Marcelo Teixeira;  Dalcimar Casanova
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Euclidean distance transform (EDT)  multiple-labelled objects  tied distances  fractal analysis  texture analysis  
Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
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Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
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Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Computational Decision Support System for ADHD Identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 233-255
Authors:  Senuri De Silva
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Attention deficit/hyperactivity disorder (ADHD)  functional magnetic resonance imaging (fMRI)  eye movement data  seed-based correlation  ensembled model  convolutional neural network (CNN)  default mode network (DMN)  saccades  fixations  ADHD-Care decision support system (DDS)  
Camera-based Basketball Scoring Detection Using Convolutional Neural Network 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 266-276
Authors:  Xu-Bo Fu
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Computer vision  convolutional neural network (CCN)  frame difference  motion detection  object detection  real-time system  
Edge-Aware Monocular Dense Depth Estimation with Morphology 会议论文
, Milan, Italy, 2021-1
Authors:  Zhi, Li;  Xiao yang, Zhu;  Hai tao, Yu;  Qi, Zhang;  Yong shi, Jiang
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