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| Encoding-decoding Network With Pyramid Self-attention Module for Retinal Vessel Segmentation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 973-980
作者: Cong-Zhong Wu; Jun Sun; Jing Wang ; Liang-Feng Xu; Shu Zhan
 Adobe PDF(1416Kb) |  收藏 | 浏览/下载：165/38 | 提交时间：2021/11/26
Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| Improved Network for Face Recognition Based on Feature Super Resolution Method 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 915-925
作者: Ling-Yi Xu; Zoran Gajic
Adobe PDF(1989Kb) | 收藏 | 浏览/下载：175/41 | 提交时间：2021/11/26
Face recognition feature super resolution multiple-branch network deep learning convolutional neural networks |
| A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 581-593
作者: Zhao-Hua Liu; Xu-Dong Meng; Hua-Liang Wei; Liang Chen; Bi-Liang Lu; Zhen-Heng Wang; Lei Chen
Adobe PDF(4710Kb) | 收藏 | 浏览/下载：129/53 | 提交时间：2021/07/20
Deep learning fault diagnosis fault prognosis long and short time memory network (LSTM) rolling bearing rotating machinery regularization remaining useful life prediction (RUL) recurrent neural network (RNN) |
| Learning Deep RGBT Representations for Robust Person Re-identification 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 443-456
作者: Ai-Hua Zheng; Zi-Han Chen; Cheng-Long Li; Jin Tang; Bin Luo
Adobe PDF(1832Kb) | 收藏 | 浏览/下载：266/56 | 提交时间：2021/05/24
Person re-identification (Re-ID) thermal infrared generative networks attention deep learning |
| PokerNet: Expanding Features Cheaply via Depthwise Convolutions 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 432-442
作者: Wei Tang; Yan Huang; Liang Wang
Adobe PDF(1163Kb) | 收藏 | 浏览/下载：220/33 | 提交时间：2021/05/24
Deep learning depthwise convolution lightweight deep model model compression model acceleration |
| 2D and 3D Palmprint and Palm Vein Recognition Based on Neural Architecture Search 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 377-409
作者: Wei Jia; Wei Xia; Yang Zhao; Hai Min; Yan-Xiang Chen
Adobe PDF(15758Kb) | 收藏 | 浏览/下载：298/44 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| 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：197/38 | 提交时间：2021/05/24
Deep audio-visual learning audio-visual separation and localization correspondence learning generative models representation learning |
| 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：266/39 | 提交时间：2021/05/24
Deep learning visual tracking data-invariant data-adaptive general components |
| 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：187/28 | 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：174/38 | 提交时间：2021/02/23
Deep learning fine-grained image classi¯cation semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
