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检索条件"主题词=Encoder-decoder structure"
49 条 记 录,以下是21-30 订阅
排序:
Learning Representations for Facial Actions From Unlabeled Videos
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IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2022年 第1期44卷 302-317页
作者: Li, Yong Zeng, Jiabei Shan, Shiguang Chinese Acad Sci Inst Comp Technol CAS Key Lab Intelligent Informat Proc Beijing 100190 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China CAS Ctr Excellence Brain Sci & Intelligence Techn Beijing 100190 Peoples R China
Facial actions are usually encoded as anatomy-based action units (AUs), the labelling of which demands expertise and thus is time-consuming and expensive. To alleviate the labelling demand, we propose to leverage the ... 详细信息
来源: 评论
A sketch semantic segmentation method using novel local feature aggregation and segment-level self-attention
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NEURAL COMPUTING & APPLICATIONS 2023年 第21期35卷 15295-15313页
作者: Wang, Lei Zhang, Shihui Wang, Wei Zhao, Weibo Yanshan Univ Sch Informat Sci & Engn Hebei St Qinhuangdao 066004 Hebei Peoples R China Yanshan Univ Key Lab Comp Virtual Technol & Syst Integrat Hebei Hebei St Qinhuangdao 066004 Hebei Peoples R China
Sketch semantic segmentation presents great challenges, since sketches have simpler appearances and more levels of abstraction than natural images. To overcome these challenges, we propose a sketch semantic segmentati... 详细信息
来源: 评论
RAFNet: Reparameterizable Across-Resolution Fusion Network for Real-Time Image Semantic Segmentation
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2024年 第2期34卷 1212-1227页
作者: Chen, Lei Dai, Huhe Zheng, Yuan Inner Mongolia Univ Coll Elect Informat Engn Hohhot 010021 Peoples R China Inner Mongolia Univ Coll Comp Sci Natl & Local Joint Engn Res Ctr Intelligent Inform Hohhot 010021 Peoples R China
The demand to implement semantic segmentation networks on mobile devices has increased dramatically. However, existing real-time semantic segmentation methods still suffer from a large number of network parameters, un... 详细信息
来源: 评论
FashionSegNet: a model for high-precision semantic segmentation of clothing images
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VISUAL COMPUTER 2024年 第3期40卷 1711-1727页
作者: Xiang, Zhong Zhu, Chenglin Qian, Miao Shen, Yujia Shao, Yizhou Zhejiang Sci Tech Univ Sch Mech Engn 928-2 Main StXiasha Higher Educ Pk Hangzhou 310018 Zhejiang Peoples R China
Clothing image segmentation is a method to predict the clothing category label of each pixel in the input image. We reduced the influence of the variability of image shots, the similarity of clothing categories, and t... 详细信息
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Learnable PM diffusion coefficients and reformative coordinate attention network for low dose CT denoising
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PHYSICS IN MEDICINE AND BIOLOGY 2023年 第24期68卷 245017-245017页
作者: Zhang, Haowen Zhang, Pengcheng Cheng, Weiting Li, Shu Yan, Rongbiao Hou, Ruifeng Gui, Zhiguo Liu, Yi Chen, Yang North Univ China State Key Lab Dynam Testing Technol Taiyuan 030051 Peoples R China Southeast Univ Minist Educ Key Lab Comp Network & Informat Integrat Nanjing 210096 Peoples R China Southeast Univ Lab Image Sci & Technol Nanjing 210096 Peoples R China Ctr Rech Informat Biomed Sino Francais LIA CRIBs F-3500 Rennes France Southeast Univ Jiangsu Prov Joint Int Res Lab Med Informat Proc Nanjing Peoples R China
Objective. Various deep learning methods have recently been used for low dose CT (LDCT) denoising. Aggressive denoising may destroy the edge and fine anatomical structures of CT images. Therefore a key issue in LDCT d... 详细信息
来源: 评论
Channel Pyramidal Transformer Network for Single Image Deraining
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IEEE SIGNAL PROCESSING LETTERS 2023年 30卷 1757-1761页
作者: Xu, Yifei Long, Zourong Tang, Bin Lei, Siyue Chongqing Univ Technol Chongqing 400054 Peoples R China
In recent years, Convolutional Neural Networks (CNNs) and Visual Transformers have shown remarkable performance in image deraining tasks. However, these state-of-the-art (SOTA) methods exhibit high computational costs... 详细信息
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Multilevel Context Feature Fusion for Semantic Segmentation of ALS Point Cloud
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2023年 20卷 1-1页
作者: Zeng, Tao Luo, Fulin Guo, Tan Gong, Xiuwen Xue, Jingyun Li, Hanshan Xian Technol Univ Sch Mechatron Engn Xian 710054 Peoples R China Chongqing Univ Coll Comp Sci Chongqing 400044 Peoples R China Chongqing Univ Posts & Telecommun Sch Commun & Informat Engn Chongqing 400065 Peoples R China Univ Sydney Fac Engn Camperdown NSW 2002 Australia
Semantic segmentation of airborne laser scanning (ALS) point clouds using deep learning is a hot research in remote sensing and photogrammetry. A current trend is to aggregate contextual features from different scales... 详细信息
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Depth feature fusion based surface defect region identification method for steel plate manufacturing
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COMPUTERS & ELECTRICAL ENGINEERING 2024年 116卷
作者: Bai, Dongxu Li, Gongfa Jiang, Du Tao, Bo Yun, Juntong Hao, Zhiqiang Zhou, Dalin Ju, Zhaojie Wuhan Univ Sci & Technol Key Lab Met Equipment & Control Technol Minist Educ Wuhan 430081 Peoples R China Wuhan Univ Sci & Technol Hubei Key Lab Mech Transmiss & Mfg Engn Wuhan 430081 Peoples R China Wuhan Univ Sci & Technol Res Ctr Biomimet Robot & Intelligent Measurement & Wuhan 430081 Peoples R China Wuhan Univ Sci & Technol Precis Mfg Res Inst Wuhan 430081 Peoples R China Univ Portsmouth Sch Comp Portsmouth PO1 3HE England
Computers and electrical engineering have made great strides in steel plate manufacturing. Defect recognition techniques have also evolved. However, due to the large scale of defects, diverse features and sample imbal... 详细信息
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Multi-Intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline
IEEE OPEN JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS
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IEEE OPEN JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS 2022年 3卷 126-136页
作者: Wang, Hu Chen, Hao Wu, Qi Ma, Congbo Li, Yidong Univ Adelaide Sch Comp Sci Adelaide SA 5005 Australia Beijing Jiaotong Univ Sch Comp & Informat Technol Beijing 100044 Peoples R China
The control of traffic signals is fundamental and critical to alleviate traffic congestion in urban areas. However, it is challenging since traffic dynamics are complicated in real-world scenarios. Because of the high... 详细信息
来源: 评论
Ship Segmentation via encoder-decoder Network With Global Attention in High-Resolution SAR Images
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2022年 19卷 1页
作者: Li, Jichao Gou, Shuiping Li, Ruimin Chen, Jia-Wei Sun, Xiaolong Xidian Univ Key Lab Intelligent Percept & Image Understanding Minist Educ Xian 710071 Peoples R China Xidian Univ Acad Adv Interdisciplinary Res Xian 710071 Shaanxi Peoples R China China Elect Technol Grp Corp 20th Res Inst Xian 710068 Shaanxi Peoples R China
Ship detection in the synthetic aperture radar (SAR) image is of great significance in the fields of military and coastal defense. Most ship detection methods are designed based on the object detection framework, whic... 详细信息
来源: 评论