An Improved Boykov’s Graph Cut-Based Segmentation Technique for the Efficient Detection of Cervical Cancer

Author:

Devi M. Anousouya1ORCID,Ezhilarasie R.2ORCID,Joseph K. Suresh3,Kotecha Ketan4ORCID,Abraham Ajith5ORCID,Vairavasundaram Subramaniyaswamy2ORCID

Affiliation:

1. Department of Computational Intelligence, SRM Institute of Science and Technology, Kattankulathur Campus, Chennai, India

2. School of Computing, SASTRA Deemed University, Thanjavur, India

3. Department of Computer Science, Pondicherry University, Pondicherry, India

4. Symbiosis Centre for Applied Artificial Intelligence, Symbiosis International (Deemed University), Pune, India

5. School of Computer Science Engineering and Technology, Bennett University, Greater Noida, Uttar Pradesh, India

Funder

Analytical Center for the Government of the Russian Federation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference35 articles.

1. Morphological characteristics of cervical cells for cervical cancer diagnosis;naghdy;Proc 2nd Int Congr Comput Appl Comput Sci,2012

2. A Hybrid Linear Iterative Clustering and Bayes Classification-Based GrabCut Segmentation Scheme for Dynamic Detection of Cervical Cancer

3. Pap-smear cell nucleus extraction by using morphological watershed;orozco-monteagudo;V Latin American Congress on Biomedical Engineering,2011

4. Detection of cervical cancer cells in complex situation based on improved YOLOv3 network

5. Bio-inspired model classification of squamous cell carcinoma in cervical cancer using SVM;devi;Proc Int Symp Intell Syst Technol Appl,2016

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1. Few-Shot Cervical Cell Images Instance Segmentation Based on Adversarial Training;2024 36th Chinese Control and Decision Conference (CCDC);2024-05-25

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