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Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge 基于先验知识的几何变形模型脑结构多目标三维分割
The Imaging Science Journal Pub Date : 2023-09-11 DOI: 10.1080/13682199.2023.2256504
Mohamed Baghdadi, Nacéra Benamrane, Mounir Boukadoum, Lakhdar Sais
{"title":"Multi-object 3D segmentation of brain structures using a geometric deformable model with a priori knowledge","authors":"Mohamed Baghdadi, Nacéra Benamrane, Mounir Boukadoum, Lakhdar Sais","doi":"10.1080/13682199.2023.2256504","DOIUrl":"https://doi.org/10.1080/13682199.2023.2256504","url":null,"abstract":"Brain structure segmentation in 3D Magnetic Resonance Images is crucial for understanding neurodegenerative disorders. Manual segmentation is error-prone, necessitating robust automated techniques. In this paper, we introduce a novel and robust approach for the simultaneous segmentation of multiple brain structures in MRI images. Our method involves the concurrent evolution of 3D surfaces toward predefined anatomical targets, employing an efficient multi-object generalized fast marching method (MOGFMM) for simultaneous object detection. Additionally, we propose an effective evolution function that integrates prior knowledge from anatomical and probabilistic atlases, as well as spatial relationships among the segmented structures. Each deformable surface corresponds to a specific structure. To validate our approach, we conducted experiments on a dataset of real brain images (IBSR) and compared the results with several state-of-the-art methods. The obtained results were promising, demonstrating the effectiveness and superiority of our developed method.","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135938328","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
Matching evaluation based on image content discriminative features for different image types 基于图像内容判别特征的不同图像类型匹配评价
The Imaging Science Journal Pub Date : 2023-09-05 DOI: 10.1080/13682199.2023.2171555
Eman S. Sabry, S. Elagooz, Fathi E. Abd El-Samie, Nirmeen A. El-Bahnasawy, Ghada M. El-Banby, Rabie A. Ramadan
{"title":"Matching evaluation based on image content discriminative features for different image types","authors":"Eman S. Sabry, S. Elagooz, Fathi E. Abd El-Samie, Nirmeen A. El-Bahnasawy, Ghada M. El-Banby, Rabie A. Ramadan","doi":"10.1080/13682199.2023.2171555","DOIUrl":"https://doi.org/10.1080/13682199.2023.2171555","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84901352","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
Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer 基于混合深度学习的多类别皮肤癌最优分割与分类技术
The Imaging Science Journal Pub Date : 2023-08-24 DOI: 10.1080/13682199.2023.2241794
G. Subhashini, A. Chandrasekar
{"title":"Hybrid deep learning technique for optimal segmentation and classification of multi-class skin cancer","authors":"G. Subhashini, A. Chandrasekar","doi":"10.1080/13682199.2023.2241794","DOIUrl":"https://doi.org/10.1080/13682199.2023.2241794","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"172 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79469082","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
A novel framework of multimodal medical image fusion using adaptive NSST and optimized deep learning approach 基于自适应NSST和优化深度学习的多模态医学图像融合新框架
The Imaging Science Journal Pub Date : 2023-08-14 DOI: 10.1080/13682199.2023.2241793
K. Vanitha, D. Satyanarayana, M. N. Giriprasad
{"title":"A novel framework of multimodal medical image fusion using adaptive NSST and optimized deep learning approach","authors":"K. Vanitha, D. Satyanarayana, M. N. Giriprasad","doi":"10.1080/13682199.2023.2241793","DOIUrl":"https://doi.org/10.1080/13682199.2023.2241793","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74766463","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
Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding 切线混合leader冠状病毒群优化的多级阈值分割前景和背景图像
The Imaging Science Journal Pub Date : 2023-08-09 DOI: 10.1080/13682199.2023.2242088
R. Sowmiya, P. Sathya
{"title":"Tangent hybrid leader coronavirus herd optimization for the foreground and background image segmentation using multilevel thresholding","authors":"R. Sowmiya, P. Sathya","doi":"10.1080/13682199.2023.2242088","DOIUrl":"https://doi.org/10.1080/13682199.2023.2242088","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86493242","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
Performance evaluation of linear and nonlinear filters for despeckling B mode foetal heart ultrasound images B型胎儿心脏超声图像去斑的线性和非线性滤波器的性能评价
The Imaging Science Journal Pub Date : 2023-08-08 DOI: 10.1080/13682199.2023.2240599
N. Sriraam, V. Punya Prabha, T. Sushma, S. Suresh
{"title":"Performance evaluation of linear and nonlinear filters for despeckling B mode foetal heart ultrasound images","authors":"N. Sriraam, V. Punya Prabha, T. Sushma, S. Suresh","doi":"10.1080/13682199.2023.2240599","DOIUrl":"https://doi.org/10.1080/13682199.2023.2240599","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81566583","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
Gauss-Seidel based spatially varying optimal regularization improves reconstruction in diffuse optical tomography 基于高斯-塞德尔的空间变化最优正则化改进了漫射光学层析成像的重建
The Imaging Science Journal Pub Date : 2023-07-31 DOI: 10.1080/13682199.2023.2240601
Harish G. Siddalingaiah, R. Jagannath, G. R. Prashanth
{"title":"Gauss-Seidel based spatially varying optimal regularization improves reconstruction in diffuse optical tomography","authors":"Harish G. Siddalingaiah, R. Jagannath, G. R. Prashanth","doi":"10.1080/13682199.2023.2240601","DOIUrl":"https://doi.org/10.1080/13682199.2023.2240601","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87004537","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
Adaptive rule-based colour component weight assignment strategy for underwater video enhancement 基于自适应规则的水下视频彩色分量权重分配策略
The Imaging Science Journal Pub Date : 2023-07-27 DOI: 10.1080/13682199.2023.2239012
Jitendra P. Sonawane, Mukesh D. Patil, G. Birajdar
{"title":"Adaptive rule-based colour component weight assignment strategy for underwater video enhancement","authors":"Jitendra P. Sonawane, Mukesh D. Patil, G. Birajdar","doi":"10.1080/13682199.2023.2239012","DOIUrl":"https://doi.org/10.1080/13682199.2023.2239012","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84633298","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
TW3-based ROI detection and classification using a chaotic ANN and DNN-EVGO architecture for an automated bone age assessment on hand X-ray images 基于tw3的ROI检测和分类，使用混沌神经网络和DNN-EVGO架构对手部x射线图像进行自动骨龄评估
The Imaging Science Journal Pub Date : 2023-07-18 DOI: 10.1080/13682199.2023.2232182
Thangam Palaniswamy, Mahendiran T. Vellingiri, M. Ramkumar Raja
{"title":"TW3-based ROI detection and classification using a chaotic ANN and DNN-EVGO architecture for an automated bone age assessment on hand X-ray images","authors":"Thangam Palaniswamy, Mahendiran T. Vellingiri, M. Ramkumar Raja","doi":"10.1080/13682199.2023.2232182","DOIUrl":"https://doi.org/10.1080/13682199.2023.2232182","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"136 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77461291","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
A cooperative three-player game theory approach for designing an ideal video steganography framework 一种设计理想视频隐写框架的合作三人博弈方法
The Imaging Science Journal Pub Date : 2023-07-13 DOI: 10.1080/13682199.2023.2231194
Suganthi Kumar, Rajkumar Soundrapandiyan
{"title":"A cooperative three-player game theory approach for designing an ideal video steganography framework","authors":"Suganthi Kumar, Rajkumar Soundrapandiyan","doi":"10.1080/13682199.2023.2231194","DOIUrl":"https://doi.org/10.1080/13682199.2023.2231194","url":null,"abstract":"","PeriodicalId":22456,"journal":{"name":"The Imaging Science Journal","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87149692","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
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