Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022)

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Fuzzy Level Set Search and Rescue Optimization (FLSSR) Based Segmentation of Pediatric Brain Tumor

Authors
Rita B. Patil1, *, Nirupama Ansingkar1, Rajmohan Pardeshi1, Prapti D. Deshmukh2
1Department of Computer Science and IT, Dr. Babasaheb Ambedkar, Marathwada University, Aurangabad, Maharashtra, India
2Dr. G Y Pathrikar College of CS and IT, Aurangabad, Maharashtra, India
*Corresponding author. Email: rpatil@mgmu.ac.in
Corresponding Author
Rita B. Patil
Available Online 10 August 2023.
DOI
10.2991/978-94-6463-196-8_6How to use a DOI?
Keywords
CNN; paediatric MRI image; wavelet transform; fuzzy level set; brain tumor
Abstract

Brain tumor disease in children is deadly due to unrecognition at early stage. Hence, a accurate, and less affluent method to detect pediatric brain tumor is necessary. In this paper the theme of model is characterized with stages like Preprocessing and then segmentation of the MRI image by fuzzy level set search and rescue optimization (FLSSR) for an accurate segmentation with high speed and less complexity.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022)
Series
Advances in Intelligent Systems Research
Publication Date
10 August 2023
ISBN
978-94-6463-196-8
ISSN
1951-6851
DOI
10.2991/978-94-6463-196-8_6How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Rita B. Patil
AU  - Nirupama Ansingkar
AU  - Rajmohan Pardeshi
AU  - Prapti D. Deshmukh
PY  - 2023
DA  - 2023/08/10
TI  - Fuzzy Level Set Search and Rescue Optimization (FLSSR) Based Segmentation of Pediatric Brain Tumor
BT  - Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022)
PB  - Atlantis Press
SP  - 58
EP  - 68
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-196-8_6
DO  - 10.2991/978-94-6463-196-8_6
ID  - Patil2023
ER  -