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13 results on '"Sarkar, Arya"'

1. Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey

Author

Lakshminarayanan, Vasudevan, Kherdfallah, Hoda, Sarkar, Arya, and Balaji, J. Jothi

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, J.3, I.4, I.2
Abstract

Diabetic Retinopathy (DR) is a leading cause of vision loss in the world,. In the past few Diabetic Retinopathy (DR) is a leading cause of vision loss in the world. In the past few years, Artificial Intelligence (AI) based approaches have been used to detect and grade DR. Early detection enables appropriate treatment and thus prevents vision loss, Both fundus and optical coherence tomography (OCT) images are used to image the retina. With deep learning/machine learning apprroaches it is possible to extract features from the images and detect the presence of DR. Multiple strategies are implemented to detect and grade the presence of DR using classification, segmentation, and hybrid techniques. This review covers the literature dealing with AI approaches to DR that have been published in the open literature over a five year span (2016-2021). In addition a comprehensive list of available DR datasets is reported. Both the PICO (P-patient, I-intervention, C-control O-outcome) and Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA)2009 search strategies were employed. We summarize a total of 114 published articles which conformed to the scope of the review. In addition a list of 43 major datasets is presented., Comment: Submitted to MDPI Journal of Imaging special issue "Frontiers In Retinal Image Processing"2021

Published
2021

4. A Biomedical Image Segmentation Approach Using Darwinian Particle Swarm Optimization and Thresholding

Author

Chakraborty, Shouvik, Mali, Kalyani, Ghosh, Kushankur, Sarkar, Arya, Chatterjee, Sankhadeep, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Banerjee, Soumen, editor, and Mandal, Jyotsna Kumar, editor

Published
2021
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5. Penalized Fuzzy C-Means Coupled Level Set Based Biomedical Image Segmentation

Author

Chakraborty, Shouvik, Mali, Kalyani, Ghosh, Kushankur, Sarkar, Arya, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Banerjee, Soumen, editor, and Mandal, Jyotsna Kumar, editor

Published
2021
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6. Performance Improvement of Convolutional Neural Network Using Random Under Sampling

Author

Ghosh, Kushankur, Sarkar, Arya, Banerjee, Arghasree, Chatterjee, Sankhadeep, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Banerjee, Soumen, editor, and Mandal, Jyotsna Kumar, editor

Published
2021
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7. Effects of Class Imbalance Problem in Convolutional Neural Network Based Image Classification

Author

Banerjee, Arghasree, Ghosh, Kushankur, Sarkar, Arya, Bhattacharjee, Mayukh, Chatterjee, Sankhadeep, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Banerjee, Soumen, editor, and Mandal, Jyotsna Kumar, editor

Published
2021
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13. Rusted But Beautiful

Author

Santanu Sarkar Arya and Santanu Sarkar Arya

Abstract

About the book:This book contains some scribbled writings of the author. Besides, it also contain photographies. Among the writings, there are mainly poems, short story etc. This attempt is made by Arya after being inspired from anthologies. Among the co-authors, Abhijit Chakraborty especially have made a great contribution to this book. Though this book is small, the author hopes that this work may give some insight as well as merriment to the readers. Readers can give their feedback by reviewing this book.

Published
2022

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