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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1-10 订阅
排序:
Accelerating Massively distributed Deep Learning Through Efficient Pseudo-Synchronous Update Method
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INTERNATIONAL JOURNAL OF parallel PROGRAMMING 2024年 第3期52卷 125-146页
作者: Wen, Yingpeng Qiu, Zhilin Zhang, Dongyu Huang, Dan Xiao, Nong Lin, Liang Sun Yat Sen Univ Sch Comp Sci & Engn Guangzhou Guangdong Peoples R China
In recent years, deep learning models have been successfully applied to large-scale data analysis, including image classification, video caption, natural language processing, etc. Large-scale data analyses take advant... 详细信息
来源: 评论
Self-supervised Adversarial Hashing for Large-scale image Retrieval  30
Self-supervised Adversarial Hashing for Large-scale Image Re...
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30th IEEE International Conference on parallel and distributed Systems, ICPADS 2024
作者: Cao, Yuan Xu, Xue Liu, Junwei Chen, Xiangru Ocean University of China School of Computer Science and Technology Qingdao China
Hashing has been widely used in large-scale image retrieval due to its high storage and search efficiency. Unsupervised learning saves a significant amount of labor costs compared to supervised learning. Existing unsu... 详细信息
来源: 评论
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised image Segmentation
Inverse Quantum Fourier Transform Inspired Algorithm for Uns...
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37th IEEE International parallel and distributed processing Symposium (IPDPS)
作者: Akinola, Taoreed Li, Xiangfang Wilkins, Richard Obiomon, Pamela Qian, Lijun Prairie View A&M Univ Dept Elect & Comp Engn Prairie View TX 77446 USA
image segmentation is a very popular and important task in computer vision. In this paper, inverse quantum Fourier transform (IQFT) for image segmentation has been explored and a novel IQFT-inspired algorithm is propo... 详细信息
来源: 评论
ER-SFM: Efficient and Robust Cluster-Based Structure from Motion  7th
ER-SFM: Efficient and Robust Cluster-Based Structure from Mo...
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7th Chinese Conference on Pattern Recognition and Computer Vision
作者: Ye, Zongxin Li, Wenyu Liu, Sidun Qiao, Peng Dou, Yong Natl Univ Def Technol Coll Comp Natl Key Lab Parallel & Distributed Comp Changsha Peoples R China
Structure from Motion (SfM) is a fundamental computer vision technique that recovers scene structure and camera motion from multi-view images. When facing large-scale scenarios, cluster-based methods are commonly empl... 详细信息
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A large-scale lychee image parallel classification algorithm based on spark and deep learning
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COMPUTERS AND ELECTRONICS IN AGRICULTURE 2025年 230卷
作者: Xiao, Yiming Wang, Jianhua Xiong, Hongyi Xiao, Fangjun Huang, Renhuan Hong, Licong Wu, Bofei Zhou, Jinfeng Long, Yongbin Lan, Yubin South China Agr Univ Coll Elect Engn Coll Artificial Intelligence Guangzhou Peoples R China South China Agr Univ Guangdong Lab Lingnan Modern Agr Guangzhou Peoples R China South China Agr Univ Natl Ctr Int collaborat Res precis Agr Aviat Pesti Guangzhou Peoples R China
Accurate and rapid classification of large-scale lychee images is crucial for collecting germplasm resources and studying the characteristics of different lychee varieties, and it requires the construction of accurate... 详细信息
来源: 评论
QGIP: A Framework Bridging Quantum Grayscale image processing and Applications  22
QGIP: A Framework Bridging Quantum Grayscale Image Processin...
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22nd IEEE International Symposium on parallel and distributed processing with Applications, ISPA 2024
作者: Che, Xilong Zhang, Jiale Chen, Shuo Peng, Shun Hu, Juncheng Jilin University College of Computer Science and Technology Changchun China
Quantum computing offers parallel processing capabilities and resource-saving advantages, particularly useful for managing expansive datasets and complex image processing tasks. Grayscale images, being the simplest si... 详细信息
来源: 评论
parallel COREGISTRATION ALGORITHM FOR SAR imageS BASED ON HADOOP
PARALLEL COREGISTRATION ALGORITHM FOR SAR IMAGES BASED ON HA...
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IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
作者: Li, Jiawei Zeng, Guobing Xu, Huaping Beihang Univ Sch Elect & Informat Engn Beijing 100191 Peoples R China
As the availability of SAR images continues to grow, efficient coregistration of massive SAR images presents a greater challenge. Traditional serial coregistration methods impose an unbearable time overhead. To reduce... 详细信息
来源: 评论
image denoising based on Swin Transformer Residual Conv U-Net  27
Image denoising based on Swin Transformer Residual Conv U-Ne...
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27th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and parallel/distributed Computing (SNPD)
作者: Gan, Yong Zhou, Shaohui Chen, Haonan Wang, Yuefeng Zhengzhou Univ Technol Zhengzhou Peoples R China Zhengzhou Univ Light Ind Coll Comp Sci & Technol Zhengzhou Peoples R China
In the field of computer vision, image denoising remains a fundamental and challenging problem, playing a crucial role in the preprocessing of various image processing tasks. The introduction of Convolutional Neural N... 详细信息
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Theoretical Analysis of an Adaptive Periodic Multi Installment Scheduling With Result Retrieval for SAR image processing
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IEEE TRANSACTIONS ON parallel AND distributed SYSTEMS 2022年 第12期33卷 4672-4683页
作者: Chinnappan, Gokul Madathupalyam Veeravalli, Bharadwaj Natl Univ Singapore Dept Elect & Comp Engn Singapore 119077 Singapore
processing a large-scale Synthetic Aperture Radar (SAR) image dataset on a distributed computing infrastructure poses a challenging problem. Large-scale load distribution strategies like multi-installment scheduling (... 详细信息
来源: 评论
Sparse point spread function-based multi-image optical encryption
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COMMUNICATIONS PHYSICS 2025年 第1期8卷 1-9页
作者: Xu, Ning Qi, Dalong Cheng, Long Pan, Zhen Zhou, Chengyu Lin, Wenzhang Ma, Hongmei Yao, Yunhua Shen, Yuecheng Deng, Lianzhong Sun, Zhenrong Zhang, Shian East China Normal Univ Sch Phys & Elect Sci State Key Lab Precis Spect Shanghai Peoples R China East China Normal Univ Joint Res Ctr Light Manipulat Sci & Photon Integra Shanghai Peoples R China Shanxi Univ Collaborat Innovat Ctr Extreme Opt Taiyuan Peoples R China
Multi-image optical encryption (MOE) has demonstrated promising potential in image data protection owing to its parallel processing capability and abundant degrees of freedom. However, existing methods suffer from eit... 详细信息
来源: 评论