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| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825 作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan
Adobe PDF(1208Kb)  |   收藏  |  浏览/下载:241/55  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| Fire Detection Method Based on Depthwise Separable Convolution and YOLOv3 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 300-310 作者: Yue-Yan Qin; Jiang-Tao Cao; Xiao-Fei Ji
Adobe PDF(2289Kb)  |   收藏  |  浏览/下载:223/59  |  提交时间:2021/04/22 Fire detection depthwise separable convolution fire classification You Only Look Once version 3 (YOLOv3) target regression |
| 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:336/85  |  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) |
| fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184 作者: Shuo Huang; Wei Shao; Mei-Ling Wang; Dao-Qiang Zhang
Adobe PDF(4328Kb)  |   收藏  |  浏览/下载:164/42  |  提交时间:2021/04/22 Functional magnetic resonance imaging (fMRI) functional alignment brain activity, brain decoding visual stimuli reconstruction |
| Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169 作者: Wen-Jing Hong; Peng Yang; Ke Tang
Adobe PDF(946Kb)  |   收藏  |  浏览/下载:153/40  |  提交时间:2021/04/22 Large-scale multi-objective optimization high-dimensional search space evolutionary computation evolutionary algorithms scalability |
| Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519 作者: Tomaso Poggio; Hrushikesh Mhaskar; Lorenzo Rosasco; Brando Miranda; Qianli Liao
浏览  |   Adobe PDF(1711Kb)  |   收藏  |  浏览/下载:201/31  |  提交时间:2021/02/23 Deep learning fine-grained image classification semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| A Survey on Deep Learning-based Fine-grained Object Classification and Semantic Segmentation 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 119-135 作者: Bo Zhao ; Jiashi Feng; Xiao Wu; Shuicheng Yan
浏览  |   Adobe PDF(5409Kb)  |   收藏  |  浏览/下载:185/43  |  提交时间:2021/02/23 Deep learning fine-grained image classi¯cation semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
| Rail Detection Based on LSD and the Least Square Curve Fitting 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 85-95 作者: Yun-Shui Zheng; Yan-Wei Jin
浏览  |   Adobe PDF(1314Kb)  |   收藏  |  浏览/下载:280/94  |  提交时间:2021/02/23 Rail inspection line segment detector (LSD) algorithm the least square curve fitting foreign object detection |
| A Performance Evaluation of Classic Convolutional Neural Networks for 2D and 3D Palmprint and Palm Vein Recognition 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 18-44 作者: Wei Jia; Jian Gao; Wei Xia; Yang Zhao ; Hai Min; Jing-Ting Lu
浏览  |   Adobe PDF(2680Kb)  |   收藏  |  浏览/下载:231/79  |  提交时间:2021/02/23 Performance evaluation convolutional neural network (CNN) biometrics palmprint palm vein deep learning |
| An Overview of Contour Detection Approaches 期刊论文 International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 656-672 作者: Xin-Yi Gong ; Hu Su ; De Xu ; Zheng-Tao Zhang ; Fei Shen ; Hua-Bin Yang![](/image/person.jpg)
Adobe PDF(1828Kb)  |   收藏  |  浏览/下载:261/90  |  提交时间:2021/02/23 Contour detection contour salience gestalt principle contour grouping active contour. |