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检索条件"任意字段=Parallel and Distributed Methods for Image Processing"
798 条 记 录,以下是11-20 订阅
排序:
Efficient Allocation of image Recognition and LLM Tasks on Multi-GPU System  15th
Efficient Allocation of Image Recognition and LLM Tasks on...
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15th International Conference on parallel processing and Applied Mathematics, PPAM 2024
作者: Lawenda, Marcin Samborski, Krzesimir Khloponin, Kyrylo Szustak, Lukasz Poznan Supercomputing and Networking Center Jana Pawla II 10 Poznań61-139 Poland Czestochowa University of Technology Dąbrowskiego 69 Częstochowa42-201 Poland
This work is concerned with the evaluation of the performance of parallelization of learning and tuning processes for image classification and large language models. For machine learning model in image recognition, va... 详细信息
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Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach
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IEEE INTERNET OF THINGS JOURNAL 2025年 第5期12卷 5026-5035页
作者: Mahmoud Sajjadi Mohammadabadi, Seyed Zawad, Syed Yan, Feng Yang, Lei Univ Nevada Reno Dept Comp Sci & Engn Reno NV 89557 USA IBM Res Almaden Res Dept San Jose CA 95120 USA Univ Houston Comp Sci Dept Houston TX 77004 USA Univ Houston Elect & Comp Engn Dept Houston TX 77004 USA
Federated learning (FL) enables collaborative training of a model while keeping the training data decentralized and private. However, in Internet of Things systems, inherent heterogeneity in processing power, communic... 详细信息
来源: 评论
25th International Conference on parallel and distributed Computing, Applications and Technologies, PDCAT 2024
25th International Conference on Parallel and Distributed Co...
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25th International Conference on parallel and distributed Computing, Applications and Technologies, PDCAT 2024
The proceedings contain 55 papers. The special focus in this conference is on parallel and distributed Computing: Applications and Technologies. The topics include: A Meta-reinforcement Learning Framework for Ada...
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Dynamic Offloading Control for Waste Sorting Based on Deep Q-Network  24th
Dynamic Offloading Control for Waste Sorting Based on Deep...
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24th International Conference on Algorithms and Architectures for parallel processing, ICA3PP 2024
作者: Wang, Jing Wang, Xiaoyang Guo, Jianxiong Tang, Zhiqing Ding, Xingjian Wang, Tian Advanced Institute of Natural Sciences Beijing Normal University Zhuhai China Guangdong Key Lab of AI and Multi-modal Data Processing Department of Computer Science BNU-HKBU United International College Zhuhai China Faculty of Information Technology Beijing University of Technology Beijing China
With the increasing concern for environmental protection and resource optimization, efficient waste sorting has become a serious challenge today. In this paper, we propose a new offloading control problem that aims to... 详细信息
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A Counterfactual Ultrasound Anti-Interference Self-Supervised Network for B-mode Ultrasound Tongue Extraction
A Counterfactual Ultrasound Anti-Interference Self-Supervise...
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2025 IEEE International Conference on Acoustics, Speech, and Signal processing, ICASSP 2025
作者: Jia, Yan Cheng, Yuqing Xu, Kele Dou, Yong Qiao, Peng He, Zhouyu National Key Laboratory of Parallel and Distributed Computing College of Computer Science and Technology National University of Defense Technology Changsha China College of Systems Engineering National University of Defense Technology Changsha China
B-mode ultrasound tongue imaging is a non-invasive and real-time method for visualizing vocal tract deformation. However, accurately extracting the tongue's surface contour remains a significant challenge due to t... 详细信息
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Frequency Decoupled Domain-Irrelevant Feature Learning for Pan-Sharpening
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 2025年 第2期35卷 1237-1250页
作者: Zhang, Jie Cao, Ke Yan, Keyu Lin, Yunlong He, Xuanhua Wang, Yingying Li, Rui Xie, Chengjun Zhang, Jun Zhou, Man Chinese Acad Sci Inst Intelligent Machines Hefei Inst Phys Sci Hefei 230031 Peoples R China Univ Sci & Technol China Grad Sch Sci Isl Branch Hefei 230026 Peoples R China Chinese Acad Sci Inst Intelligent Machines Hefei Inst Phys Sci Hefei 230031 Peoples R China Xiamen Univ Sch Informat Xiamen 361005 Peoples R China Xiamen Univ Key Lab Multimedia Trusted Percept & Efficient Com Minist Educ China Xiamen 361005 Peoples R China Chinese Acad Sci High Magnet Field Lab Hefei Inst Phys Sci Hefei 230031 Peoples R China Univ Sci & Technol China Dept Automat Hefei 230026 Peoples R China
Pan-sharpening aims to generate high-detail multi-spectral images (HRMS) through the fusion of panchromatic (PAN) and multi-spectral (MS) images. However, existing pan-sharpening methods often suffer from significant ... 详细信息
来源: 评论
A Noise-Based Approach Augmented with Neural Cleanse and JPEG Compression to Counter Adversarial Attacks on image Classification Systems
A Noise-Based Approach Augmented with Neural Cleanse and JPE...
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Euromicro Conference on parallel, distributed and Network-Based processing
作者: Igor Kotenko Igor Saenko Oleg Lauta Nikita Vasiliev Vladimir Sadovnikov Laboratory of Computer Security Problems St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS) Saint-Petersburg Russia Department of Telecommunications and Information Security Admiral Makarov State University of Maritime and Inland Shipping Saint-Petersburg Russia
Adversarial attacks are now becoming quite a dangerous means of disrupting image processing systems that use machine learning methods for decision making. Therefore, developing effective countermeasures against advers... 详细信息
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MiDedup: A Restore-Friendly Deduplication Method on Docker image Storage Systems  20th
MiDedup: A Restore-Friendly Deduplication Method on Docker ...
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20th IFIP WG 10.3 International Conference on Network and parallel Computing, NPC 2024
作者: Qin, Lisha Tan, Haoliang Zou, Xiangyu Ou, Wenhao Wei, Yan Huang, Rubing Xia, Wen Harbin Institute of Technology Shenzhen China Peng Cheng Laboratory Shenzhen China Zhongruan International Technology Service Co. Ltd. Shenzhen China Macau University of Science and Technology Macao China
Docker image storage systems, like Docker registry, often employ deduplication to reduce storage overhead. Existing deduplication methods for these systems detect redundancy at either layer or file level, each with it... 详细信息
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Frequency-Domain Guided Multiple parallel Kernels Network for Low-Light Remote Sensing image Enhancement
Frequency-Domain Guided Multiple Parallel Kernels Network fo...
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International Conference on Acoustics, Speech, and Signal processing (ICASSP)
作者: Jingxuan Zhou Hao Li Jinlong Wang Xiongxin Tang Fanjiang Xu Institute of Software Chinese Academy of Sciences University of Chinese Academy of Sciences Beijing China
Due to dark environments, optical aberrations, etc, the remote sensing images are often submerged under low contrast degradation, which greatly hinders their practical applications for agricultural management and othe... 详细信息
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Review of parallel processing methods for Big image Data Applications
Review of Parallel Processing Methods for Big Image Data App...
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International Conference on Communication, Computing and Electronics Systems, ICCCES 2019
作者: Vigneshwari, K. Kalaiselvi, K. Department of Computer Science VELS Institute of Science Technology and Advanced Studies Chennai600117 India Formerly Vels University Chennai600117 India
The coexistence of technologies, like big data application, cloud computing, and the numerous images in the Web has paved the need for new image processing algorithms that exploit the processed image for diverse appli... 详细信息
来源: 评论