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检索条件"任意字段=Parallel and Distributed Methods for Image Processing"
790 条 记 录,以下是31-40 订阅
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parallel vs distributed Edge Detection for Large Medical image Datasets  10
Parallel vs Distributed Edge Detection for Large Medical Ima...
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10th E-Health and Bioengineering Conference, EHB 2022
作者: Ivanescu, Renato Constantin Nagy, Rodica Ofiteru, Anca Istrate Comanescu, Cristina Manda, Alexandru Department of Computers and Information Technology University of Craiova Craiova Romania University of Medicine and Pharmacy of Craiova University of Craiova Craiova Romania
The medical routine of the future is strongly influenced by medical information technology. The quality and efficiency of medicine are at higher standards due to the image-based methods and the increase in computation... 详细信息
来源: 评论
An image generator based on neural networks in GPU
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MULTIMEDIA TOOLS AND APPLICATIONS 2022年 第25期81卷 36353-36374页
作者: Silva, Thiago W. Reis, Halamo Melcher, Elmar U. K. Lima, Antonio M. N. Brito, Alisson, V Fed Univ Campina Grande UFCG Campina Grande Paraiba Brazil Fed Univ Ceara UFC Quixada Brazil Fed Univ Paraiba UFPB Joao Pessoa Paraiba Brazil
Existing image databases contain a few diversity of images. Likewise, there is no specific image base available in other situations, leading to the need to undertake additional efforts in capturing images and creating... 详细信息
来源: 评论
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
来源: 评论
Multimodal Interaction Fusion Network for Cloth-Changing Person Re-Identification  22
Multimodal Interaction Fusion Network for Cloth-Changing Per...
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22nd IEEE International Symposium on parallel and distributed processing with Applications, ISPA 2024
作者: Yuan, Caihong Xu, Yuanchen Guan, Zhijie Chen, Xiaopan Zhu, Xiaoke Liang, Wenjuan Henan University School of Computer and Information Engineering Kaifeng China Henan Engineering Research Center of Intelligent Technology and Application Henan Province Spatial Information Processing Engineering Technology Research Center Kaifeng China
Cloth-Changing Person Re-Identification (CC-ReID) refers to the technology that can identify the same individual in surveillance scenarios, even after changing their clothes. The core of CC-ReID is to exact cloth-irre... 详细信息
来源: 评论
Deep Neural Network Training With distributed K-FAC
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IEEE TRANSACTIONS ON parallel AND distributed SYSTEMS 2022年 第12期33卷 3616-3627页
作者: Pauloski, J. Gregory Huang, Lei Xu, Weijia Chard, Kyle Foster, Ian T. Zhang, Zhao Univ Chicago Dept Comp Sci Chicago IL 60637 USA Texas Adv Comp Ctr Austin TX 78758 USA
Scaling deep neural network training to more processors and larger batch sizes is key to reducing end-to-end training time;yet, maintaining comparable convergence and hardware utilization at larger scales is challengi... 详细信息
来源: 评论
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
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
Generative Enhancement-based Similarity Prediction Hashing for image Retrieval  29
Generative Enhancement-based Similarity Prediction Hashing f...
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29th IEEE International Conference on parallel and distributed Systems, ICPADS 2023
作者: Cao, Yuan Meng, Fanlei Wu, Xiangyu Wang, Zijie Ocean University of China School of Computer Science and Technology Qingdao China
Hashing is frequently used in approximate nearest neighbor search due to its storage and search efficiency. On account of the bottleneck of traditional learning to hash methods, deep-based learning to hash has gained ... 详细信息
来源: 评论
Satellite image Classification using Convolutional Neural Network with Huber Loss Function for Land Cover Mapping in Forest Ecosystem
Satellite Image Classification using Convolutional Neural Ne...
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2024 International Conference on distributed Systems, Computer Networks and Cybersecurity, ICDSCNC 2024
作者: Al-Fatlawy, Ramy Riad Raviprakash, P. Vybhavi, Gummagatta Yajaman Jagadish, Sripelli Sundaram, S Meenakshi College of Technical Engineering The Islamic University Department of Computers Techniques Engineering Najaf Iraq Hyderabad India Gokaraju Rangaraju Institute of Engineering and Technology Bachupally Department of Cse Hyderabad India School of Computer Science & Artificial Intelligence Sr University Warangal India Nitte Meenakshi Institute of Technology Department of Cse Bengaluru India
Satellite image classification for land cover involves determining high-resolution imagery to recognize and classify various types of land covers. This process assists in monitoring forest health, managing resources, ... 详细信息
来源: 评论
Slim-MY: A Lightweight Network for Power Line Defect Detection with FPGA Acceleration  29
Slim-MY: A Lightweight Network for Power Line Defect Detecti...
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29th IEEE International Conference on parallel and distributed Systems, ICPADS 2023
作者: Zhang, Xiaoyang Chen, Wenjie Zhou, Zihao Duan, Zhuowen East China Normal University MoE Engineering Research Center for Software/Hardware Co-Design Technology and Application Shanghai China
The power line is a crucial component of the power system. However, long-term exposure to the natural environment can lead to various defects, such as burrs, corrosion, and corona. These defects seriously threaten the... 详细信息
来源: 评论