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检索条件"主题词=encoder-decoder"
902 条 记 录,以下是751-760 订阅
排序:
Deep convolutional neural networks for semantic segmentation of cracks
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STRUCTURAL CONTROL & HEALTH MONITORING 2022年 第1期29卷 e2850-e2850页
作者: Wang, Jia-Ji Liu, Yu-Fei Nie, Xin Mo, Y. L. Tsinghua Univ Dept Civil Engn Beijing 100084 Peoples R China Univ Houston Dept Civil & Environm Engn Houston TX 77204 USA
A large crack detection dataset of 2446 manually labeled images is established to cover a wide range of noise and to evaluate the performance of end-to-end deep convolutional networks in detecting cracking. Five state... 详细信息
来源: 评论
Asymmetric cross-modal activation network for RGB-T salient object detection
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KNOWLEDGE-BASED SYSTEMS 2022年 258卷
作者: Xu, Chang Li, Qingwu Zhou, Qingkai Jiang, Xiongbiao Yu, Dabing Zhou, Yaqin Hohai Univ Coll Internet Things Engn Changzhou 213022 Jiangsu Peoples R China Hohai Univ Jiangsu Key Lab Power Transmiss & Distribut Equipm Changzhou 213022 Jiangsu Peoples R China
RGB-thermal salient object detection (RGB-T SOD) has unique advantages in terms of handling challenging scenes with cluttered backgrounds, low illumination, and low contrast. However, because they do not consider the ... 详细信息
来源: 评论
Stroke constrained attention network for online handwritten mathematical expression recognition
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PATTERN RECOGNITION 2021年 119卷 108047-108047页
作者: Wang, Jiaming Du, Jun Zhang, Jianshu Wang, Bin Ren, Bo Univ Sci & Technol China Natl Engn Lab Speech & Language Informat Proc Hefei Anhui Peoples R China Tencent Youtu Lab Shenzhen Peoples R China
In this paper, we propose a novel stroke constrained attention network (SCAN) which treats stroke as the basic unit for encoder-decoder based online handwritten mathematical expression recognition (HMER). Unlike previ... 详细信息
来源: 评论
Attention-Based Convolutional LSTM for Describing Video
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IEEE ACCESS 2020年 8卷 133713-133724页
作者: Liu, Zhongyu Chen, Tian Ding, Enjie Liu, Yafeng Yu, Wanli China Univ Min & Technol Sch Informat & Control Engn Xuzhou 221008 Jiangsu Peoples R China China Univ Min & Technol IOT Percept Mine Res Ctr Xuzhou 221000 Jiangsu Peoples R China Univ Bremen Inst Electrodynam & Microelect D-28359 Bremen Germany
Video description technique has been widely used in the computer community for many applications. The typical approaches are mainly based on the encode-decode framework: the fixed-length video representation vectors a... 详细信息
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Dual temporal attention mechanism-based convolutional LSTM model for industrial dynamic soft sensor
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MEASUREMENT SCIENCE AND TECHNOLOGY 2024年 第11期35卷 115103-115103页
作者: Cui, Jiarui Shi, Yuyu Huang, Jian Yang, Xu Gao, Jingjing Li, Qing Univ Sci & Technol Beijing Sch Automat & Elect Engn Beijing Peoples R China Univ Sci & Technol Beijing Shunde Innovat Sch Foshan Peoples R China
Deep learning is an appropriate methodology for modeling complex industrial data in the field of soft sensors, owing to its powerful feature representation capability. Given the nonlinear and dynamic nature of the pro... 详细信息
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Leaf vein segmentation with self-supervision
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COMPUTERS AND ELECTRONICS IN AGRICULTURE 2022年 203卷
作者: Li, Lei Hu, Wenzheng Lu, Jiang Zhang, Changshui Tsinghua Univ Inst Artificial Intelligence Beijing Natl Res Ctr Informat Sci & Technol BNRist State Key Lab Intelligent Technol & SystTsinghua Beijing Peoples R China Tsinghua Univ State Key Lab Automot Safety & Energy Beijing Peoples R China China Marine Dev & Res Ctr CMDRC Beijing Peoples R China Kuaishou Technol Co Ltd Beijing Peoples R China
The leaf vein, often viewed as the fingerprint of the leaf, is an important characteristic used to identify plant species. Leaf vein segmentation aims to extract the vein features and obtain the vein architectures fro... 详细信息
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Sketch2Photo: Synthesizing photo-realistic images from sketches via global contexts
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ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023年 第PartA期117卷
作者: Liu, Heng Xu, Yao Chen, Feng Anhui Univ Technol Maanshan 243032 Peoples R China Anhui Engn Res Ctr Intelligent Applicat & Secur In Maanshan 243032 Peoples R China
Sketch-to-image synthesis aims to generate realistic images that match the input sketches or edge maps exactly. Most known sketch-to-image synthesis methods use various generative adversarial networks (GANs) that are ... 详细信息
来源: 评论
A Transformer-Based Bridge Structural Response Prediction Framework
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SENSORS 2022年 第8期22卷 3100页
作者: Li, Ziqi Li, Dongsheng Sun, Tianshu Dalian Univ Technol Sch Civil Engn Dalian 116024 Peoples R China
Structural response prediction with desirable accuracy is considerably essential for the health monitoring of bridges. However, it appears to be difficult in accurately extracting structural response features on accou... 详细信息
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Improved Short-term Dense Bottleneck network for efficient scene analysis
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COMPUTER VISION AND IMAGE UNDERSTANDING 2023年 第1期235卷
作者: Singha, Tanmay Pham, Duc-Son Krishna, Aneesh Curtin Univ Perth WA 6102 Australia
Visual scene understanding mainly depends on pixel-wise classification obtained from a deep convolutional neural network. However, existing semantic segmentation models often face difficulties in real-time appli-catio... 详细信息
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Exploration of dual-attention mechanism-based deep learning for multi-step-ahead flood probabilistic forecasting
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JOURNAL OF HYDROLOGY 2023年 第PartB期622卷
作者: Cui, Zhen Guo, Shenglian Zhou, Yanlai Wang, Jun Wuhan Univ State Key Lab Water Resources & Hydropower Engn Sc Wuhan 430072 Peoples R China
In order to improve the flood forecasting accuracy and reflect the forecast uncertainty information in the Three Gorges Reservoir (TGR) interval-basin in China, this study integrates the feature and temporal dual-atte... 详细信息
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