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Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network 基于卷积神经网络的实时视频监控内存空间动态优化方法
The Imaging Science Journal Pub Date : 2023-06-08 DOI: 10.1080/13682199.2023.2216971
Tamal Biswas, Diptendu Bhattacharya, Gouranga Mandal
{"title":"Dynamic method to optimize memory space requirement in real-time video surveillance using convolution neural network","authors":"Tamal Biswas, Diptendu Bhattacharya, Gouranga Mandal","doi":"10.1080/13682199.2023.2216971","DOIUrl":"https://doi.org/10.1080/13682199.2023.2216971","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88944077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adam Bald Eagle optimization enabled transfer learning for underwater image fusion Adam Bald Eagle优化实现了水下图像融合的迁移学习
The Imaging Science Journal Pub Date : 2023-06-07 DOI: 10.1080/13682199.2023.2217613
D. Sarath, S. M
{"title":"Adam Bald Eagle optimization enabled transfer learning for underwater image fusion","authors":"D. Sarath, S. M","doi":"10.1080/13682199.2023.2217613","DOIUrl":"https://doi.org/10.1080/13682199.2023.2217613","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73230130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Face mask detection in foggy weather from digital images using transfer learning 基于迁移学习的数字图像雾天面罩检测
The Imaging Science Journal Pub Date : 2023-06-07 DOI: 10.1080/13682199.2023.2218222
I. Kansal, Vikas Khullar, Renu Popli, J. Verma, Rajeev Kumar
{"title":"Face mask detection in foggy weather from digital images using transfer learning","authors":"I. Kansal, Vikas Khullar, Renu Popli, J. Verma, Rajeev Kumar","doi":"10.1080/13682199.2023.2218222","DOIUrl":"https://doi.org/10.1080/13682199.2023.2218222","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86068530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Graded fuzzy edge detection for imperceptibility optimization of image steganography 分级模糊边缘检测在图像隐写中的不可感知性优化
The Imaging Science Journal Pub Date : 2023-06-06 DOI: 10.1080/13682199.2023.2219880
D. Setiadi, Supriadi Rustad, P. Andono, G. F. Shidik
{"title":"Graded fuzzy edge detection for imperceptibility optimization of image steganography","authors":"D. Setiadi, Supriadi Rustad, P. Andono, G. F. Shidik","doi":"10.1080/13682199.2023.2219880","DOIUrl":"https://doi.org/10.1080/13682199.2023.2219880","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77485191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Texture-driven super-resolution of ultrasound images using optimized deep learning model 基于优化深度学习模型的纹理驱动超分辨率超声图像
The Imaging Science Journal Pub Date : 2023-06-06 DOI: 10.1080/13682199.2023.2218224
M. Markco, S. Kannan
{"title":"Texture-driven super-resolution of ultrasound images using optimized deep learning model","authors":"M. Markco, S. Kannan","doi":"10.1080/13682199.2023.2218224","DOIUrl":"https://doi.org/10.1080/13682199.2023.2218224","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88844049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Chronological-hybrid optimization enabled deep learning for boundary segmentation and osteoporosis classification using femur bone 时间混合优化实现了深度学习的边界分割和骨质疏松症分类
The Imaging Science Journal Pub Date : 2023-05-26 DOI: 10.1080/13682199.2023.2200513
Kiran Dhanaji Kale, B. Ainapure, Sowjanya Nagulapati, Lata Sankpal, Babasaheb Sambhajirao Satpute
{"title":"Chronological-hybrid optimization enabled deep learning for boundary segmentation and osteoporosis classification using femur bone","authors":"Kiran Dhanaji Kale, B. Ainapure, Sowjanya Nagulapati, Lata Sankpal, Babasaheb Sambhajirao Satpute","doi":"10.1080/13682199.2023.2200513","DOIUrl":"https://doi.org/10.1080/13682199.2023.2200513","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84140085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A review of advances in image inpainting research 图像绘画研究进展综述
The Imaging Science Journal Pub Date : 2023-05-20 DOI: 10.1080/13682199.2023.2212572
Hong-an Li, Liuqing Hu, Jun Liu, Jing Zhang, Tian Ma
{"title":"A review of advances in image inpainting research","authors":"Hong-an Li, Liuqing Hu, Jun Liu, Jing Zhang, Tian Ma","doi":"10.1080/13682199.2023.2212572","DOIUrl":"https://doi.org/10.1080/13682199.2023.2212572","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81405867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI CAHO-DNFN:基于me - net的分割和优化的深度神经模糊网络用于脑肿瘤MRI分类
The Imaging Science Journal Pub Date : 2023-05-20 DOI: 10.1080/13682199.2023.2211890
G. Neelima, A. Satish, B. Maram, D. Chigurukota
{"title":"CAHO-DNFN: ME-Net-based segmentation and optimized deep neuro fuzzy network for brain tumour classification with MRI","authors":"G. Neelima, A. Satish, B. Maram, D. Chigurukota","doi":"10.1080/13682199.2023.2211890","DOIUrl":"https://doi.org/10.1080/13682199.2023.2211890","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89099661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced fuzzy Gaussian networks for sputum image based Mycobacterium detection 基于痰液图像的增强模糊高斯网络分枝杆菌检测
The Imaging Science Journal Pub Date : 2023-05-19 DOI: 10.1080/13682199.2023.2167553
K. Mithra
{"title":"Enhanced fuzzy Gaussian networks for sputum image based Mycobacterium detection","authors":"K. Mithra","doi":"10.1080/13682199.2023.2167553","DOIUrl":"https://doi.org/10.1080/13682199.2023.2167553","url":null,"abstract":"ABSTRACT The primary step involved in the diagnosis of Mycobacterium tuberculosis is the Sputum Smear Microscopy. The limitations of manual detection can be avoided with an automated technique which is carried out in this study. This paper uses the Enhanced Fuzzy Gaussian Networks (EFGN) for the detection of TB, by integrating the Gaussian model with the fuzzy and the neural network. In EFGN, the classified output obtained from the enhanced fuzzy and neural network is combined together depending on the Gaussian mixture model. The sputum smear microscopic image acts as the input, to which the process of thresholding is imposed to get the segmented result. Local Gradient Pattern (LGP), length, density, area, and histogram features are utilized to classify and count the bacilli objects using EFGN classifier. The performance is estimated based on the factors, such as Segmentation Accuracy (SA), and Mean Squared Error (MSE).","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80432634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
EWPCO-enabled Shepard convolutional neural network for classification of brain tumour using MRI image 基于ewpco的谢泼德卷积神经网络在脑肿瘤MRI图像分类中的应用
The Imaging Science Journal Pub Date : 2023-05-17 DOI: 10.1080/13682199.2023.2206271
K. Mohana Sundaram, R. Sasikumar
{"title":"EWPCO-enabled Shepard convolutional neural network for classification of brain tumour using MRI image","authors":"K. Mohana Sundaram, R. Sasikumar","doi":"10.1080/13682199.2023.2206271","DOIUrl":"https://doi.org/10.1080/13682199.2023.2206271","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89111082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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