Dr. Anu Singha

Bio

Dr. Anu Singha is a seasoned academician and researcher, currently working as an Assistant Professor in the School of Computer Science & Engineering at Dr. Vishwanath Karad MIT World Peace University (MIT-WPU), Pune. Prior to this, he served as a faculty member at SRM Institute of Science and Technology, Delhi-NCR Campus, and Sri Ramachandra Institute of Higher Education and Research, Chennai.

He obtained his Ph.D. in Computer Science and Engineering from Tripura Central University in 2021, following his M.Tech. completion in 2015. His educational background also includes an MCA from South Asian University, New Delhi. He initiated his research career as a Junior/Senior Research Fellow (JRF/SRF) under a DRDO-sponsored project at the Computer Vision Laboratory, Tripura University.

Dr. Singha’s research expertise lies in artificial intelligence, with a strong focus on machine learning and deep learning techniques, particularly convolutional neural networks (CNNs). His work includes object detection in adverse weather conditions and several impactful healthcare applications, such as histopathology-based breast cancer detection, MRI-based brain tumor classification, knee joint inflammation detection, and fetus detection using medical imaging. His broader research interests cover computer vision, image and medical image processing, human–computer interaction, and text analytics.

He has an extensive publication record in reputed SCI Indexed journals/IEEE Transactions and top Tier conferences, along with multiple granted and published patents. He has actively contributed as a reviewer, chaired technical sessions at conferences, and delivered expert lectures in faculty development programs (FDPs) and workshops. Additionally, he has successfully completed several FDPs and Short-Term Courses (STCs) with distinction.

Specialisation: Artificial Intelligence and Data Science

Areas of Expertise: Computer Vision and Image Processing

Teaching Experience: 5 Years

Education:

Ph.D: Ph.D. In Computer Science and Engineering - Tripura University (A Central University)

M.tech: M.Tech. In Computer Science and Engineering - Tripura University (A Central University)

B.Tech: MCA - South Asian University, New Delhi

Publications and Research Work:

1. Anu Singha, Rayyan Kauchali, Faizan Sayyed, "Enhancing MRI-Based Brain Tumor Diagnosis with IDTNet: A Hybrid CNN Approach", Journal of Intelligent & Fuzzy Systems, IOS Press, IF-1.0 (SCI), Vol. , pp. , 2026.

2. Anu Singha, Mrinal Kanti Bhowmik , "Novel Deeper AWRDNet: Adverse Weather-Affected Night Scene Restorator Cum Detector Net for Accurate Object Detection", Neural Computing and Applications, Springer, IF-6.0 (SCI), Vol. 35, pp. 12729–12750, 2023. Anu Singha, Mrinal Kanti Bhowmik , "AlexSegNet: An Accurate Nuclei Segmentation Deep Learning Model in Microscopic Images for Diagnosis of Cancer", Multimedia Tools and Applications, Springer, IF-3.6 (SCI), Vol. 82, pp. 20431–20452, 2022.

3. Anu Singha, Mrinal Kanti Bhowmik and Debotosh Bhattacherjee, "Akin-based Orthogonal Space (AOS): A Subspace Learning Method for Face Recognition", Multimedia Tools and Applications, Springer, IF-3.6 (SCI), Vol. 79, pp. 35069-35091, 2020.

4. Anu Singha, Mrinal Kanti Bhowmik, "Salient Features for Moving Object Detection in Adverse Weather Conditions during Night Time", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE, IF-8.4 (SCI), Vol. 30, pp. 3317-3331, 2019.

5. Mrinal Kanti Bhowmik, Priya Saha, Anu Singha, Debotosh Bhattacharjee, Paramartha Dutta, “Enhancement of Robustness of Face Recognition System through Reduced Gaussianity in Log-ICA”, Expert Systems With Applications, Elsevier, IF-8.5 (SCIE), Vol. 116, pp-96-107, 2019.

Subjects Taught:

Data Structure, C Programming, Object Oriented Programming C++, Applied Statistics, Digital Image Processing, Machine Learning, Data Science using Python

Scopus Id:
https://www.scopus.com/authid/detail.uri?authorId=57073048700&eid=2-s2.0-84955312959

Google Scholar Id:
https://scholar.google.co.in/citations?user=QqGFliQAAAAJ&hl=en

Orcid Id:
https://orcid.org/0000-0002-5149-0594

Linkedin Id:
https://www.linkedin.com/in/dr-anu-singha-55878b57/

Google Site
https://sites.google.com/view/anusingha/home