Research Interest:
Image Processing, Computer vision, Uncertainty Management in image processing, Text segmentation, Machine Learning, Pattern Recognition, Video Processing, Fuzzy Logic, Type-2 fuzzy logic, Pythagorean Fuzzy Logic, Neutrosophic set, Artificial Intelligence, Genetic algorithm, Bat algorithm, Wavelet Transform, M-band Wavelet Transform , Curvelet Transform, Shearlet Transform.
Brief Research Profile:
Soumyadip Dhar is a lifetime member of IEI and Indian Engineering Teachers association. He has 15+ years of experience in research and teaching. His current research interest includes Image/video processing& analysis, soft computing, computer vision, machine intelligence and uncertainty handling in computer vision. He has contributed several prestigious journals, international conferences and edited books. He holds a copyright and a patent in his credit. He has served as a reviewer in many international journals, conferences and book chapters.
SCI Journal Publications:
S.Dhar, and M.K.Kundu. "Accurate multi-class image segmentation using weak continuity constraints and neutrosophic set." Applied Soft Computing 112 (2021): 107759. (Impact Factor: 6.725 Journal Citation Reports)
S. Dhar, and M. K. Kundu. "Interval Type-2 fuzzy set and theory of weak continuity constraints for accurate multi-class image segmentation". IEEE Transactions on Fuzzy Systems.28 (2020): 2151 - 2163. 2019(Impact Factor: 12.03, Journal Citation Reports)
S. Dhar, and M. K. Kundu. "Interval Type-2 fuzzy set and human vision based multi-scale geometric analysis for text/graphics segmentation". Multimedia Tools and Applications. 78(16): 22939-22957,2019,. (Impact Factor: 2.757, Journal Citation Reports)
S.Dhar, and M.K. Kundu. "A novel method for image thresholding using interval type-2 fuzzy set and Bat algorithm." Applied Soft Computing 63 (2018): 154-166. (Impact Factor: 6.725 Journal Citation Reports)
S.Dhar, and M.K. Kundu. "Accurate segmentation of complex document image using digital shearlet transform with neutrosophic set as uncertainty handling tool." Applied Soft Computing 61 (2017): 412-426. (Impact Factor: 6.725 Journal Citation Reports)
S.Koley, H.Roy, S.Dhar and D.Bhattacharjee, “Illumination invariant face recognition using Fused Cross Lattice Pattern of Phase Congruency (FCLPPC)” Information Sciences, 548(2022) 633-648. (Impact Factor: 6.795, Journal Citation Reports)
Conference Publications:
S.Dhar , H.Roy, R.Saha, P. Bagchi, B. Ghosh. “Nuclei image boundary detection based on interval type-2 fuzzy set and bat algorithm(RAII2020).
S. Dhar, M.K. Kundu ,and H. Roy. "Nondestructive Testing Image Segmentation based on Neutrosophic Set and Bat Algorithm". In: Fifth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2020), Bangalore, 2020
S. Dhar, H. Roy, A. Mukhopadhyay, A. Kundu, A. Ghosh, S. Roy. " Interpretable Underwater Image Enhancement based on Convolutional Neural Network”.". In: Fifth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2020), Bangalore, 2020
S. Koley, H. Roy, S. Dhar, D. Bhattacharjee " Edge Detection based on Local- Friis-Radiation- Magnitude-Ratio (LFRMR).”. In: Fifth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2020), Bangalore, 2020
. S. Dhar, and M. K. Kundu., “Multi-class Image Segmentation Using Theory of Weak String Energy and Fuzzy Set”. In Proceedings of Doctoral Symposiumon Intelligence enabled research (DoSIER2019)
S. Koley; A. Sadhu; H. Roy; S.Dhar. “Single Image Visibility Restoration using Dark Channel Prior and Fuzzy Logic”. Accepted and presented in IEEE IEMENTech 2018.
S.Dhar; H.Roy; A.Chatterjee. “Nondestructive testing image enhancement based on a bag of enhancement functions and Bat algorithm”. Accepted and presented in IEEE IEMENTech 2018
H. Roy; S.Dhar, P. Choudhury, A.Biswas, A.Chatterjee. “Microscopic Image Thresholding using Restricted Equivalence Function based Fuzzy Entropy Minimization and Bat Algorithm”. Accepted and presented in IEEE IEMENTech 2018.
S. Dhar, S. Alam, M. Santra, P.Saha, and S.Thakur.. "A novel method for edge detection in a gray image based on human psychovisual phenomenon and bat algorithm." Computer, Communication and Electrical Technology. CRC Press (2017): 3-7.
S.Dhar, H. Roy, M. Majumder, C. Biswas, and A.Sarkar. "A novel method for underwater image segmentation based on M-band wavelet transform and human psychovisual phenomenon (HVS)." In Research in Computational Intelligence and Communication Networks (ICRCICN), 2017 Third International Conference on, pp. 21-25. IEEE, 2017.
R. Tewari, Rakhi, S.Dhar, and Hiranmoy Roy. "Image thresholding using LBP and GA-based optimal parameter selection for 2D Tsallis-Havrda-Charvat entropy." In Research in Computational Intelligence and Communication Networks (ICRCICN), 2016 Second International Conference on, pp. 89-94. IEEE, 2016.
S. Dhar, M. K. Kundu., M Banerjee, “A new approach for segmentation of image and text in natural and commercial color documents”. 2012 International Conference on Communications, Devices and Intelligent Systems (CODIS)
Book Chapter Publications:
Subhadeep Koley, Hiranmoy Roy, Soumyadip Dhar, A wavelet-based low frequency prior for single image-dehazing. Editors: Siddhartha Bhattacharyya, Paramartha Dutta, Anirban Mukherjee, Indrajit Pan and Debabrata Samanta , Recent Trends in Computational Intelligence Enabled Research , Elsevier 2021.
· Hiranmoy Roy, Soumyadip Dhar. Edge Detection in Underwater Image Based on Human Psycho Visual Phenomenon and Mean Particle Swam Optimization (MPSO). Editor: Siddhartha Bhattacharyya, Hybrid Metaheuristics Research and Applications, World Scientific Publishers, Singapore.
Soumyadip Dhar, Hiranmoy Roy. Underwater Image Segmentation using Human Psycho Visual Phenomenon. Editors: Sourav De, Siddhartha Bhattacharyya, and Paramartha Dutta, Intelligent Multidimensional Data and Image Processing, IGI Global Publishers, USA.
Copyright:
Soumyadip Dhar, Hiranmoy Roy., Arunarka Mukhopadhyay, Antu Kundu, Arunavao Ghosh, Soham Roy and Siddhartha Bhattacharyya Fuzzy based Real Time Underwater Image Enhancement Device., Registration Number: L-99566/2021 (Copyright office Government of India), 2021.
Patent:
Soumyadip Dhar, Hiranmoy Roy., Arunarka Mukhopadhyay, Antu Kundu, Arunavao Ghosh, Soham Roy, Siddhartha Bhattacharyya, Jan Platos, Sergey Gorbachev and Victor Kuzin. Underwater Image Enhancement Device using Interval Type-2 Fuzzy Based CNN. Patent Application Number: 202131036933, 2021 (Published).