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| STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 718-730
作者: Zhi-Wei Xu; Xiao-Jun Wu; Josef Kittler
 Adobe PDF(1129Kb) |  收藏 | 浏览/下载：197/50 | 提交时间：2021/09/13
Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242
作者: Ce Zhang; Azim Eskandarian
Adobe PDF(42044Kb) | 收藏 | 浏览/下载：215/56 | 提交时间：2021/06/11
Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
| 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
作者: Andre Marasca; Andre Backes; Fabio Favarim; Marcelo Teixeira; Dalcimar Casanova
Adobe PDF(2313Kb) | 收藏 | 浏览/下载：271/58 | 提交时间：2021/05/24
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
作者: Hao Zhu; Man-Di Luo ; Rui Wang; Ai-Hua Zheng; Ran He
Adobe PDF(1864Kb) | 收藏 | 浏览/下载：217/45 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| 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
作者: Li-Fang Wu; Qi Wang; Meng Jian; Yu Qiao; Bo-Xuan Zhao
 Adobe PDF(1415Kb) | 收藏 | 浏览/下载：287/67 | 提交时间：2021/05/24
Group activity recognition (GAR) human activity recognition scene understanding video analysis computer vision |
| Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 311-333
作者: Xiao-Qin Zhang; Run-Hua Jiang; Chen-Xiang Fan; Tian-Yu Tong; Tao Wang Peng-Cheng Huang
Adobe PDF(1787Kb) | 收藏 | 浏览/下载：286/44 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
| 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
作者: Xu-Bo Fu; Shao-Long Yue; De-Yun Pan
Adobe PDF(4945Kb) | 收藏 | 浏览/下载：171/55 | 提交时间：2021/04/22
Computer vision convolutional neural network (CCN) frame difference motion detection object detection real-time system |
| 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
作者: Senuri De Silva; Sanuwani Dayarathna; Gangani Ariyarathne; Dulani Meedeniya; Sampath Jayarathna; Anne M. P. Michalek
Adobe PDF(1937Kb) | 收藏 | 浏览/下载：348/86 | 提交时间：2021/04/22
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) |
| Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
作者: Wenjin Zhang; Jiacun Wang; Fangping Lan
Adobe PDF(15608Kb) | 收藏 | 浏览/下载：192/58 | 提交时间：2021/04/09
Convolutional neural network (ConvNet) hand gesture recognition long short-term memory (LSTM) network short-term sampling transfer learning |
| Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
作者: Abhijit Guha; Debabrata Samanta
 浏览 | Adobe PDF(1485Kb) | 收藏 | 浏览/下载：261/62 | 提交时间：2021/02/23
Anomaly detection title insurance autoencoder one-class support vector machine (OSVM) term frequency – inverse document frequency (TF-IDF) robotic process automation dimensionality reduction |
