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检索条件"主题词=Encoder-decoder structure"
49 条 记 录,以下是31-40 订阅
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Semantic Segmentation using Light Attention Mechanism  15
Semantic Segmentation using Light Attention Mechanism
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15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 15th International Conference on Computer Vision Theory and Applications (VISAPP)
作者: Hiramatsu, Yuki Hotta, Kazuhiro Meijo Univ Nagoya Aichi Japan
Semantic segmentation using convolutional neural networks (CNN) can be applied to various fields such as automatic driving. Semantic segmentation is pixel-wise class classification, and various methods using CNN have ... 详细信息
来源: 评论
ICANet: A LIGHTWEIGHT INCREASING CONTEXT AIDED NETWORK FOR REAL-TIME IMAGE SEMANTIC SEGMENTATION
ICANet: A LIGHTWEIGHT INCREASING CONTEXT AIDED NETWORK FOR R...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Chen, Lei Dai, Huhe Zheng, Yuan Inner Mongolia Univ Coll Elect Informat Engn Hohhot Peoples R China Inner Mongolia Univ Coll Comp Sci Hohhot Peoples R China
Although existing real-time segmentation methods have reduced the network parameters, they still suffer from slow inference speed. To alleviate this problem, we propose a novel lightweight image segmentation method, c... 详细信息
来源: 评论
SSLIDE: SOUND SOURCE LOCALIZATION FOR INDOORS BASED ON DEEP LEARNING
SSLIDE: SOUND SOURCE LOCALIZATION FOR INDOORS BASED ON DEEP ...
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Wu, Yifan Ayyalasomayajula, Roshan Bianco, Michael J. Bharadia, Dinesh Gerstoft, Peter Univ Calif San Diego La Jolla CA 92093 USA
This paper presents SSLIDE, Sound Source Localization for Indoors using DEep learning, which applies deep neural networks (DNNs) with encoder-decoder structure to localize sound sources with random positions in a cont... 详细信息
来源: 评论
MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation
MatTrip: Multi-functional Attention-based Neural Network for...
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IEEE International Conference on Web Services (ICWS) / IEEE World Congress on Services (IEEE SERVICES)
作者: Yang, Chenxiao Zhang, Jiale Gao, Xiaofeng Chen, Guihai Shanghai Jiao Tong Univ MoE Key Lab Artificial Intelligence Dept Comp Sci & Engn Shanghai Peoples R China
Travel route recommendation aims to recommend a sequence of point of interests (POIs) for visitors based on their personal interests. Previous studies utilize user interest features and POI spatial information to prov... 详细信息
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An Integrated Deep Neural Network Approach for Large-Scale Water Quality Time Series Prediction
An Integrated Deep Neural Network Approach for Large-Scale W...
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IEEE International Conference on Systems, Man and Cybernetics (SMC)
作者: Dong, QuanXi Lin, YongZhe Bi, Jing Yuan, Haitao Beijing Univ Technol Fac Informat Technol Beijing Peoples R China Beijing Jiaotong Univ Sch Software Engn Beijing Peoples R China New Jersey Inst Technol Dept Elect & Comp Engn Newark NJ 07102 USA
The prediction of water quality has great significance for the management of water environment and the protection of water resources. Traditional water quality prediction methods are relatively simple, and linear mode... 详细信息
来源: 评论
Design of oral English teaching model based on multi-modal perception of the Internet of Things and improved conventional neural networks
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PEERJ COMPUTER SCIENCE 2023年 9卷 e1503页
作者: Qin, Haitao Hubei Normal Univ Coll Foreign Studies Huangshi Hubei Peoples R China
Oral English instruction plays a pivotal role in educational endeavors. The emergence of online teaching in response to the epidemic has created an urgent demand for a methodology to evaluate and monitor oral English ... 详细信息
来源: 评论
Multi-path connected network for medical image segmentation
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JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 2020年 71卷 102852-102852页
作者: Wang, Dan Hu, Guoqing Lyu, Chengzhi South China Univ Technol Sch Mech & Automot Engn Guangzhou Peoples R China
In recent years, deep learning has been successfully applied to medical image segmentation. However, as the network extends deeper, the consecutive downsampling operations will lead to more loss of spatial information... 详细信息
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Progressive Guidance Edge Perception Network for Semantic Segmentation of Remote-Sensing Images
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IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 2022年 19卷
作者: Pan, Shaoming Tao, Yulong Chen, Xiaoshu Chong, Yanwen Wuhan Univ State Key Lab Informat Engn Surveying Mapping & R Wuhan 430079 Peoples R China
Remarkable improvements have been seen in the semantic segmentation of remote-sensing images. As an effective structure to aggregate shallow information and deep information, encoder-decoder structure has been widely ... 详细信息
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Synergistic data fusion of satellite observations and in-situ measurements for hourly PM2.5 estimation based on hierarchical geospatial long short-term memory
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ATMOSPHERIC ENVIRONMENT 2022年 286卷
作者: Yu, Xinyu Wong, Man Sing Liu, Chun-Ho Zhu, Rui Hong Kong Polytech Univ Dept Land Surveying & Geo Informat Hong Kong Peoples R China Hong Kong Polytech Univ Res Inst Land & Space Hong Kong Peoples R China Univ Hong Kong Dept Mech Engn Hong Kong Peoples R China
PM2.5 as a primary air pollutant has adverse effects on the environment and public health. The air quality monitoring stations are distributed sparsely and unevenly, making it difficult to provide continuous and preci... 详细信息
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AI-Enhanced Digital Creativity Design: Content-Style Alignment for Image Stylization
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IEEE ACCESS 2023年 11卷 143964-143979页
作者: Yu, Lanting Zheng, Qiang Chongqing Business Vocat Coll Publishing & Media Dept Chongqing 401331 Peoples R China CISDI Info Chongqing 401122 Peoples R China
This paper presents an AI(Artificial Intelligence)-powered method for enhancing digital creative design through image stylization. To achieve this, we introduce the Content-Style Alignment Module (CSAM), which include... 详细信息
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