Current Status

• Assistant Professor, in Dept. of Computer Science and Application, Faculty of Engineering and Technology, Dr. Viswanatha Karad MIT World Peace University, Shivajinagar, Pune, Maharashtra, India, Joined on 18^th December, 2023
• Former Assistant Professor, in SRM Institute of Science and Technology, Delhi-NCR Campus, (NIRF-19), Modinagar, Gaziabad, India, From 1^st December, 2022 to 15^th December, 2023
• Former Assistant Professor in Sri Ramachandra Faculty of Engineering and Technology, Sri Ramachandra Institute of Higher Education and Research, (NIRF-47), Porur, Chennai-600 116, India, From 19^th July, 2021 to 31^st November, 2022.

Academic

• Ph.D. in Computer Science and Engineering, Tripura University (A Central University), Suryamaninagar. 2021
• M.Tech in Computer Science and Engineering, Tripura University (A Central University), Suryamaninagar, 2015.
• MCA, South Asian University, New Delhi, 2013.
• BCA, MBB Collage, Agartala, 2010.

Ph.D Info

Research Experience

1. Served as a Senior Research Fellow in Department of Computer Science and Engineering, Tripura University (A Central University), Sponsored by Defence Research and Development Organisation (DRDO), Govt. of India, [From June 2020 - June 2021].
   
   
2. Served as a Junior Research Fellow in Department of Computer Science and Engineering, Tripura University (A Central University), Sponsored by Defence Research and Development Organisation (DRDO), Govt. of India, [From June 2018 - June 2020].
   
   

Publications

Journals

[1] Anu Singha, Mrinal Kanti Bhowmik, "Novel Deeper AWRDNet: Adverse Weather-Affected Night Scene Restorator Cum Detector Net for Accurate Object Detection", Accepted in Neural Computing and Applications, Springer, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 5.102, Accepted on: 13^th February 2023.

[2] 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-4.133 (SCI), 2019, DOI: 10.1109/TCSVT.2019.2926164

Journals other than P.h.D Work

[1] Anu Singha, Mrinal Kanti Bhowmik and Debotosh Bhattacherjee "Akin-based Orthogonal Space (AOS): A Subspace Learning Method for Face Recognition", Multimedia Tools and Applications, published by Springer, Indexed by Science Citation Index (SCI), Impact Factor: 2.313, (Accepted) on 27th March 2020.

[2] 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-5.452 (SCIE), Vol. 116, pp-96-107, 2019, DOI: https://doi.org/10.1016/j.eswa.2018.08.047

Proceedings

[1] Anu Singha, Mrinal Kanti Bhowmik, "TU-VDN: Tripura University Video Dataset at Night Time in Degraded Atmospheric Outdoor Conditions for Moving Object Detection", Proceedings of 26th IEEE International Conference on Image Processing (ICIP) [Tier II Conference], Taipei, Taiwan, pp. 2936-2940, September 22-25, 2019.

[2] Anu Singha, Mrinal Kanti Bhowmik, "Moving Object Detection in Night Time: A Survey", In 2nd International Conference on Innovations in Electronics, Signal Processing and Communication (IESC 2019), IEEE Xplore, NIT Meghalaya, Date 1-2 March, 2019.

[3] Anu Singha, Mrinal Kanti Bhowmik, "Object Recognition using Representative Score Features", 18th IEEE International Conference on Advanced Learning Technologies (ICALT 2018), IEEE Computer Society, IIT Bombay, pp. 419-421, 09-13 July 2018, DOI: 10.1109/ICALT.2018.00106

Proceedings other than P.h.D Work

Face Recognition

[1] Anu Singha, Mrinal Kanti Bhowmik, "Enhancing Performance of PCA, ICA through Distribution Transformation", Proceedings in IEEE Region 10 Humanitarian Technology Conference (R10HTC 2017), IEEE Xplore, BUET Bangladesh, 21-23 December 2017, DOI: 10.1109/R10-HTC.2017.8288941

[2] Anamika Rudra Pal, Anu Singha, "A Comparative Analysis of Visual and Thermal Face Image Fusion based on Different Wavelet Family", Proceedings in International Conference on Innovations in Electronics, Signal Processing and Communication (IESC 2017), IEEE Xplore, NIT Meghalaya, pp. 213-218, 2017, DOI: 10.1109/IESPC.2017.8071895.

[3] Anu Singha, Mrinal Kanti Bhowmik, Prasenjit Dhar, Anjan Kumar Ghosh, “Analysis and Performance Evaluation of ICA-based Architectures for Face Recognition”, Proceedings in 17th International Workshop on Combinatorial Image Analysis (IWCIA 2015), ISI, Kolkata, Springer-Verlag, LNCS, Volume-9884, pp. 323–336, 2015, DOI: 10.1007/978-3-319-26145-4_24. (Scopus Indexed)

[4] Anu Singha, Mrinal Kanti Bhowmik, Prasenjit Dhar, Anjan Kumar Ghosh, “Independent Component Analysis Architectural Feature Evaluation by Correlating Face Images”, Proceedings in 17th International Workshop on Combinatorial Image Analysis (IWCIA 2015), ISI, Kolkata, Published by Research Publishing Services (RPS), pp. 39-48, 2015, DOI: 10.3850/978-981-09-7518-0_36.

Computer Vision

[5] Rajib Debnath, Anu Singha, Biswajit Saha and Mrinal Kanti Bhowmik, “A Comparative Study of Background Segmentation Approaches in Detection of Person with Gun under Adverse Weather Conditions” Accepted in 11th International Conference on Computing, Communication And Networking Technologies (ICCCNT 2020), (IIT) Kharagpur, West Bengal, India, from 1-3 July, 2020

Text Analytics

[6] Phub Namgay, Anu Singha, “Evaluation and Analysis of Grammatical Linguistic Pattern over Social Science and Technology Textbooks”, Proceedings in 6th International Conference On Advances In Computing & Communications (ICACC 2016), Cochin, India, Elsevier, Procedia Computer Science, Volume - 93, pp. 521-532, 2016, DOI: 10.1016/j.procs.2016.07.247. (Scopus Indexed)

Book Chapters

[1] Anu Singha, Phub Namgay, "Methodologies and Technologies to Retrieve Information From Text Sources" Book Chapter of “Modern Technologies for Big Data Classification and Clustering”, IGI Global, ISSN: 2327-1981, 2017. (Scopus Indexed)