Assistant Professor

Dr Sahadeb Shit

Department of Computer Science and Engineering

Interests

  1. Machine Learning
  2. Deep Learning
  3. Machine Vision

Education

2013

Maulana Abul Kalam Azad University of Technology (MAKAUT), West Bengal, India
(FORMERLY KNOWN AS WEST BENGAL UNIVERSITY OF TECHNOLOGY)
B.Tech.

2015

Maulana Abul Kalam Azad University of Technology (MAKAUT), West Bengal, India
M.Tech.

2024

CSIR-Central Mechanical Engineering Research Institute (CSIR-CMERI), Durgapur, India University-Academy of Scientific and Innovative Research (AcSIR), India
Ph.D. (Engineering)

Experience

  • 02.01.2024 -15.07.2025 -- Assistant Professor (Contractual)-- Department of Computer Science at Kazi Nazrul University, Asansol, West Bengal
  • 013.03.2019 – 14.11.2022-- Project Assistant Level III-- CSIR-Central Mechanical Engineering Research Institute, Durgapur, India
  • 015.12.2017 – 31.12.2018-- Project Assistant Level III-- CSIR-Central Mechanical Engineering Research Institute, Durgapur, India
  • 021.12.2016 – 31.03.2017-- Project Assistant Level II-- CSIR-Central Mechanical Engineering Research Institute, Durgapur, India

Research Interest

  • Developing real-time deep learning models, including fusion-based transformer architectures, for enhancing visibility in fog, rain, and snow conditions.
  • Developing weather-aware object detection models by integrating detection transformers with high-resolution networks, enabling accurate and reliable detection in low-visibility conditions for applications like autonomous driving and surveillance.

Awards & Fellowships

  • 2023 – Best Paper Award – 3rd IEEE International Conference on Artificial Intelligence and Signal Processing (AISP'23)
  • 2024 – Best Paper Award – IEEE International Conference on Communication, Computing & Signal Processing (IICCCS-2024)

Memberships

  • IEEE Membership

List of Publications

Journals

  • Shit, S., Roy, B., Das, D.K., and Ray, D.N., “Single Encoder and Decoder-Based Transformer Fusion with Deep Residual Attention for Restoration of Degraded Images and Clear Visualization in Adverse Weather Conditions.” Arab J Sci Eng 49, 4229–4242 (2024). https://doi.org/10.1007/s13369-023-08342-2
  • Chatterjee, P., Ghosal, P., Shit, S., Biswas, A., Mallik, S., Allabun, S., Othman, M., Ali, A. H., Elshiekh, E. and Soufene, B. O. “Ribosomal computing: implementation of the computational method.” BMC Bioinformatics 25, 321 (2024). https://doi.org/10.1186/s12859-024-05945-w
  • Shit, S., Das, D.K., Ray, D.N., Roy, B. "An encoder-decoder based CNN architecture using end to end dehaze and detection network for proper image visualization and detection". Comput Anim Virtual Worlds. 2023;e2147. https://doi.org/10.1002/cav.2147
  • Das, D.K., Shit, S., Ray, D.N. et al. “CGAN: closure-guided attention network for salient object detection.” Vis Comput 38, 3803–3817 (2022). https://doi.org/10.1007/s00371-021-02222-2
  • Shit, S and Ray, D.N., "Review and evaluation of recent advancements in image dehazing techniques for vision improvement and visualization," Journal of Electronic Imaging 32(5), 050901 (26 September 2023). https://doi.org/10.1117/1.JEI.32.5.050901
  • Shit, S., Rana, A., Das, D.K., Ray, D.N. "Real-time emotion recognition using end-to-end attention-based fusion network," J. Electron. Imag. 32(1) 013050 (28 February 2023) https://doi.org/10.1117/1.JEI.32.1.013050
  • Mondal,S., Samanta, R., Shit, S., Biswas, A., Bandyopadhyay, A., Dhar,R. S., Mandal, G. "Corrosion Prediction of Mg Implant using Multiscale Modelling based on Machine Learning Algorithms," International Journal for Multiscale Computational Engineering,(2023) DOI: 10.1615/IntJMultCompEng.2023050288

Book Chapter/ Conference Papers:

  • Shit, S., Bagchi, S."Cyclostationary Spectrum Sensing in Cognitive Radio Using Blind Adaptive FRESH Filter", First National Conference on Frontline Research in Computer, Communication and Device [FRCCD-2015], pp. 27-34, 2015 [Allied Publishers, ISBN: 978-93-8592-600-6].
  • Shit, S., Bagchi, S. "Cyclostationary Feature Detection Based FRESH Filter in Cognitive Radio Network", International Conference on Computational Science and Engineering [ICCSE 2016] [CRC Press (Taylor and Francis) ISBN: 978-1-138-02983-5]
  • Das, D.K., Shit, S., Ray, D.N. et al."Convexity and Contrast Guided Gate Mechanism for Salient Object Detection" In Advances in Robotics - 5th International Conference of The Robotics Society (AIR2021), June 30–July 04, 2021, Kanpur, India. ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3478586.3478592
  • Das, D.K., Shit, S., Ray, D.N. "Depth-Guided Two-Way Saliency Network for 2D Images" Advances in Intelligent Systems and Computing, vol 1373. Springer, Singapore. https://doi.org/10.1007/978-981-16-4369-97
  • Shit, S., Das, D.K., Ray, D.N. "Design and Development of a Terrain Adaptive Mobile Robot" 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2021, pp. 1-6, doi:10.1109/ICCCNT51525.2021.9580075.
  • Hatua, S., Ray, D. N., Shit, S., Das, D. K. and Hazra, S. "Development of an Inspection Software towards Detection and Location of Cracks and Foreign Objects in Boiler header" 2022 2nd International Conference on Artificial Intelligence and Signal Processing (AISP) At Vijayawada, India, DOI: 10.1109/AISP53593.2022.9760604.
  • Shit, S., Das, D.K., Sur, A., Ray, D.N., Banik, B.C., Rana, A. "Encoder and decoder-based feature fusion network for single image dehazing " 2023 3rd IEEE International Conference on Artificial Intelligence and Signal Processing (AISP) At Vijayawada, India, pp. 1-5, doi: 10.1109/AISP57993.2023.10135067.
  • Shit, S., Das, D.K., Ray, D.N. "Real-time object detection in deep foggy conditions using transformers", 2023 3rd IEEE International Conference on Artificial Intelligence and Signal Processing (AISP) At Vijayawada, India, pp. 1-5, doi: 10.1109/AISP57993.2023.10134873.
  • Roy, K., Ray, D. N., Shit, S. and Bhattacharya, S., "Design and development of a microgripper for use in pipeline inspection robot", 2023 3rd IEEE International Conference on Artificial Intelligence and Signal Processing (AISP) At Vijayawada, India, pp. 1-6, doi: 10.1109/AISP57993.2023.10134886.
  • Pratihar, T., Mandal, S., Manna, S., Gorai, P., Chandra, A., Shit, S., Chatterjee, P., Mandal, S.K., Das, S., & Biswas, A. (2024). “Optimizing Student Performance Prediction: A Comparative Analysis Using Machine Learning.” 2024 IEEE International Conference on Communication, Computing and Signal Processing (IICCCS), 1-6.
  • Das, D. K. and Shit, S. "Early Detection of Mental Health Using Eye Movement Data: A Cost-Effective Approach on Real Time Scenario," 2024 4th International Conference on Artificial Intelligence and Signal Processing (AISP), VIJAYAWADA, India, 2024, pp. 1-5, doi: 10.1109/AISP61711.2024.10870701.

Contact Details

  • E-mail id: sahadeb.s@srmap.edu.in
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