Image fusion of astronomical images via parallel/cloud processing

机译：通过并行/云处理对天文图像进行图像融合

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摘要

This work compares Measure of Effectiveness (MOE) of different image fusion algorithms implemented on astronomical images and then compares them using different computing methods; sequential, parallel and cloud. Parallel computing compares two different methods implemented using Python while the Cloud computing was implemented using two different servers; Windows based and Linux based.

机译：这项工作比较了在天文图像上实现的不同图像融合算法的有效性度量（MOE），然后使用不同的计算方法对它们进行了比较；顺序，并行和云。并行计算比较了使用Python实现的两种不同方法，而云计算是使用两种不同的服务器实现的；基于Windows和Linux。

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来源
《Proceedings of the 2016 IEEE National Aerospace and Electronics Conference》|2016年|100-104|共5页
会议地点 Dayton(US)
作者
Mohamed AbouRayan; Mohsin M. Jamali; Vincent Schmidt;
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作者单位

Department of Electrical and Computer Science, University of Toledo, Toledo, USA;

Department of Electrical and Computer Science, University of Toledo, Toledo, USA;

AFMC 711 HPW / RHCV, Air Force Research Laboratory, Dayton, USA;

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原文格式 PDF
正文语种 eng
中图分类
关键词
Cloud computing; Discrete wavelet transforms; Image fusion; Extraterrestrial measurements; Servers; Principal component analysis; Random access memory;

机译：云计算;离散小波变换;图像融合;地外测量;服务器;主成分分析;随机存取存储器;

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专利

1. Processing Astronomical Image Mosaic Workflows With An Expert Broker In Cloud Computing [J] . Rocío Pérez De Prado, Sebastián García-Galán, José Enrique Munoz Expósito, Image Processing & Communications . 2015,第4期

机译：在云计算中使用Expert Broker处理天文图像拼接工作流
2. Parallel blind deconvolution of astronomical images based on the fractal energy ratio of the image and regularization of the point spread function [J] . Peng Jia, Dongmei Cai, Dong Wang Experimental astronomy . 2014,第1a2期

机译：基于图像分形能量比和点扩散函数正则化的天文图像平行盲反卷积
3. Image-Processing Techniques for the Creation of Presentation-Quality Astronomical Images [J] . Travis A. Rector1, Zoltan G. Levay2, Lisa M. Frattare2, The Astrophysical journal . 2007,第2期

机译：用于创建演示质量天文图像的图像处理技术
4. Image fusion of astronomical images via parallel/cloud processing [C] . Mohamed AbouRayan, Mohsin M. Jamali, Vincent Schmidt IEEE National Aerospace and Electronics Conference . 2016

机译：通过并行/云处理的天文图像融合
5. Real-time Image Fusion Processing for Astronomical Images. [D] . AbouRayan, Mohamed. 2016

机译：天文图像的实时图像融合处理。
6. An adaptation of astronomical image processing enables characterization and functional 3D mapping of individual sites of excitation-contraction coupling in rat cardiac muscle [O] . Qinghai Tian, Lars Kaestner, Laura Schröder, 2017

机译：天文图像处理的改编可对大鼠心肌中的激励-收缩耦合的各个部位进行表征和功能性3D映射
7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常
8. Block iterative restoration of astronomical images with the massively parallel processor [R] . Heap, Sara R., Lindler, Don J. 1987

机译：利用大规模并行处理器阻止天文图像的迭代恢复

Image fusion of astronomical images via parallel/cloud processing

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