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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：178/40 | 提交时间：2021/11/26
Retina vessel segmentation deep learning U-Net attention mechanism medical image |
| DLA+: A Light Aggregation Network for Object Classification and Detection 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 963-972
作者: Fu-Tian Wang; Li Yang; Jin Tang; Si-Bao Chen; Xin Wang
Adobe PDF(1212Kb) | 收藏 | 浏览/下载：218/32 | 提交时间：2021/11/26
Light weight image classification channel attention efficient convolution object detection |
| 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：193/48 | 提交时间：2021/09/13
Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者: Dong-Yu She; Kun Xu
 Adobe PDF(993Kb) | 收藏 | 浏览/下载：193/44 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation 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：231/35 | 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：323/46 | 提交时间：2021/05/24
Performance evaluation neural architecture search biometrics palmprint palm vein deep learning |
| 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：219/59 | 提交时间：2021/04/22
Fire detection depthwise separable convolution fire classification You Only Look Once version 3 (YOLOv3) target regression |
| 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：168/53 | 提交时间：2021/04/22
Computer vision convolutional neural network (CCN) frame difference motion detection object detection real-time system |
| 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：200/31 | 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：183/42 | 提交时间：2021/02/23
Deep learning fine-grained image classi¯cation semantic segmentation convolutional neural network (CNN) recurrent neural network (RNN). |
