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检索条件"主题词=Encoder-Decoder architecture"
140 条 记 录,以下是101-110 订阅
排序:
WaferSegClassNet - A light-weight network for classification and segmentation of semiconductor wafer defects
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COMPUTERS IN INDUSTRY 2022年 142卷
作者: Nag, Subhrajit Makwana, Dhruv Teja, Sai Chandra R. Mittal, Sparsh Mohan, C. Krishna IIT Hyderabad Hyderabad India CKMVigil Pvt Ltd Hyderabad India IIT Roorkee Roorkee Uttar Pradesh India
As the integration density and design intricacy of semiconductor wafers increase, the magnitude and complexity of defects in them are also on the rise. Since the manual inspection of wafer defects is costly, an automa... 详细信息
来源: 评论
Inspection route prediction in substation using long short-term memory networks
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COMPUTERS & ELECTRICAL ENGINEERING 2022年 98卷 107680-107680页
作者: Yang, Yingyi Yang, Fan Wu, Hao China Southern Power Grid Technol Co Ltd Robot Div Guangzhou 510170 Guangdong Peoples R China Guangdong Engn Res Ctr Special Robots Special Ind Guangzhou 510170 Guangdong Peoples R China Guangdong Power Grid Co Shaoguan Power Supply Bur Shaoguan 512000 Guandong Peoples R China
Inspection route prediction in real-time is still a huge challenge for the following aspects. Firstly, the equipment in substations to be inspected not only related to spatial distribution, but also geographical envir... 详细信息
来源: 评论
A tutorial review of neural network modeling approaches for model predictive control
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COMPUTERS & CHEMICAL ENGINEERING 2022年 165卷
作者: Ren, Yi Ming Alhajeri, Mohammed S. Luo, Junwei Chen, Scarlett Abdullah, Fahim Wu, Zhe Christofides, Panagiotis D. Univ Calif Los Angeles Dept Chem & Biomol Engn Los Angeles CA 90095 USA Univ Calif Los Angeles Dept Elect & Comp Engn Los Angeles CA 90095 USA Kuwait Univ Dept Chem Engn Safat 13060 Kuwait Natl Univ Singapore Dept Chem & Biomol Engn Singapore 117585 Singapore
An overview of the recent developments of time-series neural network modeling is presented along with its use in model predictive control (MPC). A tutorial on the construction of a neural network-based model is provid... 详细信息
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RoboPV: An integrated software package for autonomous aerial monitoring of large scale PV plants
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ENERGY CONVERSION AND MANAGEMENT 2022年 254卷 115217-115217页
作者: Sizkouh, A. M. Moradi Esmailifar, S. M. Aghaei, M. Karimkhani, M. Concordia Univ Dept Elect & Comp Engn Montreal PQ H3G 1M8 Canada Amirkabir Univ Technol Sch Mech Aerosp & Marine Engn Tehran 158754413 Iran Norwegian Univ Sci & Technol NTNU Dept Ocean Operat & Civil Engn N-6009 Alesund Norway Univ Freiburg Dept Sustainable Syst Engn INATECH D-79110 Freiburg Germany
In this paper, a novel software package, called RoboPV, is introduced for autonomous aerial monitoring of PV plants. RoboPV automatically performs aerial monitoring of PV plants, from optimal trajectory planning to im... 详细信息
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A robust edge-guided and color-guided network for single image dehazing
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COMPUTERS & ELECTRICAL ENGINEERING 2022年 103卷
作者: Xu, Yujie Zhang, Yongjun Cui, Jingrong Cui, Zhongwei Yang, Yitong Guizhou Univ Inst Artificial Intelligence Coll Comp Sci & Technol State Key Lab Publ Big Data Guiyang 550025 Guizhou Peoples R China South China Agr Univ Sch Math & Informat Guangzhou 510642 Guangdong Peoples R China GuiZhou Educ Univ Sch Math & Big Datam Guiyang 550001 Guizhou Peoples R China
Most current dehazing methods tend to cause color distortion and blurred edge details. In this work, we design a robust edge-guided and color-guided dehazing network (ECGDN) to mitigate these issues. ECGDN consists of... 详细信息
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Multi-scale feature fusion network for pixel-level pavement distress detection
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AUTOMATION IN CONSTRUCTION 2022年 第0期141卷
作者: Zhong, Jingtao Zhu, Junqing Huyan, Ju Ma, Tao Zhang, Weiguang Southeast Univ Sch Transportat Nanjing 211189 Peoples R China
Automatic pavement distress detection is essential to monitoring and maintaining pavement condition. Currently, many deep learning-based methods have been utilized in pavement distress detection. However, distress seg... 详细信息
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Unidirectional RGB-T salient object detection with intertwined driving of encoding and fusion
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2022年 第0期114卷
作者: Wang, Jie Song, Kechen Bao, Yanqi Yan, Yunhui Han, Yahong Northeastern Univ Sch Mech Engn & Automat Shenyang Liaoning Peoples R China Tianjin Univ Coll Intelligence & Comp Tianjin Peoples R China
The U-shaped encoder-decoder architecture based on CNNs has been rooted in salient object detection (SOD) tasks, and it have revealed two drawbacks while driving the rapid development of saliency detection. (1) The in... 详细信息
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An Adaptive Multiscale Fusion Network Based on Regional Attention for Remote Sensing Images
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IEEE ACCESS 2020年 8卷 107802-107813页
作者: Lu, Wanzhen Liang, Longxue Wu, Xiaosuo Wang, Xiaoyu Cai, Jiali Lanzhou Jiaotong Univ Elect & Informat Engn Dept Lanzhou 730073 Peoples R China Gansu Acad Sci Inst Sensor Technol Lanzhou 730070 Peoples R China Lanzhou Jiaotong Univ Key Lab Opt Technol & Intelligent Control Minist Educ Lanzhou 730070 Peoples R China
With the widespread application of semantic segmentation in remote sensing images with high-resolution, how to improve the accuracy of segmentation becomes a research goal in the remote sensing field. An innovative Fu... 详细信息
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Pavement crack detection network based on pyramid structure and attention mechanism
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IET IMAGE PROCESSING 2020年 第8期14卷 1580-1586页
作者: Xiang, Xuezhi Zhang, Yuqi El Saddik, Abdulmotaleb Harbin Engn Univ Sch Informat & Commun Engn Harbin 150001 Peoples R China Univ Ottawa Sch Elect Engn & Comp Sci Ottawa ON K1N 6N5 Canada
Automatic detection of pavement crack is an important task for conducting road maintenance. However, as an important part of the intelligent transportation system, automatic pavement crack detection is challenging due... 详细信息
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Seismic Facies Analysis Based on Deep Learning
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2020年 第7期17卷 1119-1123页
作者: Zhang, Yuxi Liu, Yang Zhang, Haoran Xue, Hao China Univ Petr State Key Lab Petr Resources & Prospecting Beijing 102249 Peoples R China China Univ Petr Sch Petr Karamay 834000 Peoples R China CNOOC Int Ltd Beijing 100028 Peoples R China
Seismic facies analysis is to study the sedimentary environment of stratigraphic sequence and provides an important basis for reservoir prediction. Most of the existing analysis methods have low efficiency and heavily... 详细信息
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