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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 |
| 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:184/30  |  提交时间:2021/11/26 Light weight image classification channel attention efficient convolution object detection |
| Supervised and Semi-supervised Methods for Abdominalm Organ Segmentation: A Review 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 887-914 作者: Isaac Baffour Senkyire; Zhe Liu Adobe PDF(1308Kb)  |  收藏  |  浏览/下载:218/48  |  提交时间:2021/11/26 Abdominal organ, supervised segmentation semi-supervised segmentation evaluation metrics image segmentation machine learning |
| 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:174/44  |  提交时间:2021/09/13 Action recognition spatiotemporal relation multi-branch fusion long-term representation video classification |
| 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:265/39  |  提交时间:2021/05/24 Deep learning visual tracking data-invariant data-adaptive general components |
| Prediction of Spatiotemporal Evolution of Urban Traffic Emissions Based on Taxi Trajectories 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 219-232 作者: Zhen-Yi Zhao; Yang Cao; Yu Kang; Zhen-Yi Xu Adobe PDF(1649Kb)  |  收藏  |  浏览/下载:131/45  |  提交时间:2021/04/22 Vehicle emission prediction spatiotemporal gragh convolution GPS trajectories motor vehicle emission simulator (MOVES) model feature sharing |
| Structured Computational Modeling of Human Visual System for No-reference Image Quality Assessment 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 204-218 作者: Wen-Han Zhu; Wei Sun; Xiong-Kuo Min; Guang-Tao Zhai; Xiao-Kang Yang Adobe PDF(1343Kb)  |  收藏  |  浏览/下载:167/57  |  提交时间:2021/04/22 Image quality assessment (IQA) no-reference (NR) structural computational modeling human visual system visual feature extraction |
| 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:186/28  |  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 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). |
| Actuator Fault Monitoring and Fault Tolerant Control in Distillation Columns 期刊论文 International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 80-92 作者: Sulaiman Ayobami Lawal; Jie Zhang 浏览  |  Adobe PDF(13749Kb)  |  收藏  |  浏览/下载:191/45  |  提交时间:2021/02/23 Dynamic principal component analysis fault detection and diagnosis distillation column fault tolerant controller inferential control. |