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检索条件"主题词=Encoder-decoder"
902 条 记 录,以下是541-550 订阅
排序:
DMMFnet: A Dual-Branch Multimodal Medical Image Fusion Network Using Super Token and Channel-Spatial Attention
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INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS 2024年 第8期15卷 696-705页
作者: Zhang, Yukun Wang, Lei Tahir, Muhammad Huang, Zizhen Han, Yaolong Yang, Shanliang Liu, Shilong Saeed, Muhammad Imran Shandong Univ Technol Sch Comp Sci & Technol Zibo 255000 Peoples R China Mohammad Ali Jinnah Univ Dept Comp Sci Block-6 Karachi 75400 Sindh Pakistan
-Multimodal medical image fusion leverages the correlation between different modal images to enhance the information contained within a single medical image. Existing fusion methods often fail to effectively extract m... 详细信息
来源: 评论
A Spatio-Temporal Graph Transformer Network for Multi-Pedestrain Trajectory Prediction  20
A Spatio-Temporal Graph Transformer Network for Multi-Pedest...
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IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)
作者: Zhu, Jingfei Lian, Zhichao Jiang, Zhukai Nanjing Univ Sci & Technol Dept Comp Sci & Engn Nanjing Peoples R China Nanjing Univ Sci & Technol Dept Cyberspace Secur Nanjing Peoples R China
Trajectory prediction is widely used in many fields, e.g., in autonomous driving system and traffic surveillance system, good trajectory prediction algorithm can help prevent collisions or traffic jam. In practical sc... 详细信息
来源: 评论
ATTENTIVE DUAL STREAM SIAMESE U-NET FOR FLOOD DETECTION ON MULTI-TEMPORAL SENTINEL-1 DATA
ATTENTIVE DUAL STREAM SIAMESE U-NET FOR FLOOD DETECTION ON M...
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IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
作者: Yadav, Ritu Nascetti, Andrea Ban, Yifang KTH Royal Inst Technol Div Geoinformat Stockholm Sweden
Due to climate and land-use change, natural disasters such as flooding have been increasing in recent years. Timely and reliable flood detection and mapping can help emergency response and disaster management. In this... 详细信息
来源: 评论
Image Captioning Algorithm Based on Multi-Branch CNN and Bi-LSTM
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IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2021年 第7期E104D卷 941-947页
作者: He, Shan Lu, Yuanyao Chen, Shengnan North China Univ Technol Sch Informat Sci & Technol Beijing 100144 Peoples R China
The development of deep learning and neural networks has brought broad prospects to computer vision and natural language processing. The image captioning task combines cutting-edge methods in two fields. By building a... 详细信息
来源: 评论
A Variational Autoencoder Enhanced Deep Learning Model for Wafer Defect Imbalanced Classification
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IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY 2021年 第12期11卷 2055-2060页
作者: Wang, Shuyu Zhong, Zhitao Zhao, Yuliang Zuo, Lei Northeastern Univ Qinhuangdao Sch Control Engn Qinhuangdao 066004 Hebei Peoples R China Virginia Tech Dept Mech Engn Blacksburg VA 24061 USA
In semiconductor foundries, wafer map defect analysis is crucial to prevent yield excursion. However, traditional manual inspection can hardly meet the high-throughput demand. Deep learning-based automatic defect dete... 详细信息
来源: 评论
EVALUATION OF SEVERAL FULLY CONVOLUTIONAL NETWORKS IN SAR IMAGE CHANGE DETECTION  14
EVALUATION OF SEVERAL FULLY CONVOLUTIONAL NETWORKS IN SAR IM...
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ISPRS TC III and TC IV 14th GeoInformation for Disaster Management (Gi4DM)
作者: Ji, Linxia Zhao, Zheng Huo, Wenhao Zhao, Jinqi Gao, Rui Chinese Acad Surveying & Mapping Beijing 100830 Peoples R China Shandong Univ Sci & Technol Qingdao 266590 Peoples R China China Univ Min & Technol Xuzhou 221116 Jiangsu Peoples R China
In recent years, the world is suffering from frequent natural disasters. Change detection (CD) technology can quickly identify the change information on the ground and has developed into an important means of disaster... 详细信息
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Universal adversarial perturbation for remote sensing images  24
Universal adversarial perturbation for remote sensing images
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IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)
作者: Wang, Qingyu Feng, Guorui Yin, Zhaoxia Luo, Bin Anhui Univ Sch Comp Sci & Technol Hefei Peoples R China Shanghai Univ Sch Commun & Elect Engn Shanghai Peoples R China East China Normal Univ Sch Commun & Elect Engn Shanghai Peoples R China
Recently, with the application of deep learning in the remote sensing image (RSI) field, the classification accuracy of the RSI has been dramatically improved compared with traditional technology. However, even the st... 详细信息
来源: 评论
Deep joint modelling of mixed asynchronous streams - Proof of concept for data-driven simulation of a digital patient under anaesthesia
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Procedia Computer Science 2024年 246卷 2597-2606页
作者: Julien Paris Christine Sinoquet Fadoua Taia-Alaoui Corinne Lejus-Bourdeau CR2TI/UMR 1064 Inserm Nantes University Hospital France LS2N/UMR CNRS 6004 (Digital Science Laboratory at Nantes) Nantes University France GRICAD (Grenoble Alpe Research - Scientific Computing and Data Infrastructure) Grenoble France LE SiMU (Experimental Intensive Care Medicine Simulation Laboratory at Nantes University)/Nantes University Hospital France
In this paper, we investigate the use of an encoder-decoder neural architecture for unsupervised representation learning of mixed asynchronous data, and we introduce the JMETTS (Joint Modelling of Event Traces and Tim... 详细信息
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Crowd Density Estimation Using Fusion of Multi-Layer Features
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2021年 第8期22卷 4776-4787页
作者: Ding, Xinghao He, Fujin Lin, Zhirui Wang, Yu Guo, Huimin Huang, Yue Xiamen Univ Sch Informat Key Lab Underwater Acoust Commun & Marine Informa Minist Educ Xiamen 361005 Fujian Peoples R China
Crowd counting is very important in many tasks such as video surveillance, traffic monitoring, public security, and urban planning, so it is a very important part of the intelligent transportation system. However, ach... 详细信息
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Attention-based Gate Recurrent Unit for remaining useful life prediction in prognostics
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APPLIED SOFT COMPUTING 2023年 143卷
作者: Lin, Ruiguan Wang, Huawei Xiong, Minglan Hou, Zhaoguo Che, Changchang Nanjing Univ Aeronaut & Astronaut Coll Civil Aviat Nanjing 211106 Peoples R China Nanjing Forestry Univ Coll Automobile & Traff Engn Nanjing 210037 Peoples R China
An essential process in prognostics and health management (PHM) is remaining useful life (RUL) prediction. The traditional Recurrent Neural Networks (RNNs) and their variants are not very efficient at solving the regr... 详细信息
来源: 评论