Sanmoy Bandyopadhyay

@isical.ac.in

Honorary Visiting Scientist, Center for Soft Computing Research (CSCR)
Indian Statistical Institute, Kolkata

Sanmoy Bandyopadhyay


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https://researchid.co/sanmoy1985

RESEARCH INTERESTS

Soft Computing, Image Processing (Image Segmentation), Fuzzy logic
13

Scopus Publications

103

Scholar Citations

6

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • Automated Tracking of Ocular Movements of Fish Using a Semi-supervised Algorithm: A Laboratory Study on Optokinetic Response of Adult Zebrafish
    Barnini Bhattacharya, Shibsankar Roy, Sanmoy Bandyopadhyay, Bijay Bal, Shankarashis Mukherjee, Anuradha Bhat, Kuntal Ghosh
    Lecture Notes in Computer Science, 2026
  • Genetic Algorithm Driven Linear Antenna Array Sidelobe Level Reduction
    Sanmoy Bandyopadhyay, Anirban Chatterjee, Abhirup Datta
    2021 IEEE Indian Conference on Antennas and Propagation Incap 2021, 2021
    The main purpose of antenna array synthesis is to get the antenna array radiation pattern (AARP) according to the requirement. In this work the main goal is to synthesise the array radiation pattern by reducing the corresponding sidelobe level (SLL). For the purpose genetic algorithm (GA) based optimization technique has been used, with a motive to generate new amplitude values for synthesising the radiation pattern. For optimization purpose in this work a novel cost function has been established in order to get the desired SLL. The newly generated amplitude obtained based on the proposed cost function has been put into the array factor formula in order to get the new array radiation pattern. Through the experiment it has been found that the new formulation of cost function able to reduce the SLL more efficiently compared to other algorithm exists in literature.
  • Detection of Coronal Holes in Solar Disk Image Using Fast Fuzzy C-Means Algorithm
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    Lecture Notes in Networks and Systems, 2021
  • Comparative Study and Development of Two Contour-Based Image Segmentation Techniques for Coronal Hole Detection in Solar Images
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    Solar Physics, 2020
  • Simultaneous Coronal Hole Segmentation from Solar EUV Images using the Image Co-segmentation Technique
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    2020 33rd General Assembly and Scientific Symposium of the International Union of Radio Science Ursi Gass 2020, 2020
    Accurate detection of coronal holes (CHs) is an important issue in the domain of solar physics, since, CHs plays an vital role in controlling the overall space weather and generation of solar wind. In this paper a novel application of image co-segmentation (Co-seg) has been proposed for accurate detection of coronal hole simultaneously in two solar disk images of different band. For the task of Co-seg circular Hough transform inspired active contour method (ACM) have been proposed. Here the circular Hough transform has been introduced to setup the initial contours for the ACM based Co-seg. In later stage, the initiated contours has been evolved based on the energy function by incorporating the color features. At the final stage, when the contours do not deform any more is considered as the final contours position and the regions inside the contours is extracted as the CHs regions from both the images under consideration. The experiment has been conducted on few benchmark datasets and the corresponding results have been compared with the results of other existing techniques. The compared outcomes validate the performance of the applied technique in detection of coronal holes in solar disk.
  • Fuzzy energy-based dual contours model for automated coronal hole detection in SDO/AIA solar disk images
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    Advances in Space Research, 2020
  • A hybrid fuzzy filtering - fuzzy thresholding technique for region of interest detection in noisy images
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    Applied Intelligence, 2020
  • Detection of Coronal Holes Using Hough Simulated Parameterized Online Region-Based Active Contour Method
    Sanmoy Bandyopadhyay, Saurabh Das, Abhirup Datta
    2020 Ursi Regional Conference on Radio Science Ursi Rcrs 2020 Proceedings, 2020
    In this paper a novel technique of Hough transformed simulated parameterized online region-based active contour method (PORACM) has been proposed for the real-time detection and extraction of coronal holes (CHs) in solar disk (SD) image without disturbing resolution of the image. For the purpose a circular contour based on Hough transform has been initialized on the SD image. Now based on the formulation of PORACM the initialized circular contour is made to move towards the boundary of the desired region. At the final stage when the contour position does not change any more is considered as the final contour and the region inside contour is extracted as the CHs of the given SD image. The proposed technique has been implemented on benchmark SD images and has been compared with the available work on CHs detection. The generated results shows capability of the proposed technique in detection and extraction of CHs in SD image.
  • A fuzzy based algorithm to detect bubbles in the noisy images of early universe
    2019 Ursi Asia Pacific Radio Science Conference AP Rasc 2019, 2019
  • Object of interest detection in video sequence using co-segmentation: A new era in video surveillance
    Sanmoy Bandyopadhyay
    Proceedings of the 4th IEEE International Conference on Recent Advances in Information Technology Rait 2018, 2018
    In the field of video surveillance, one of the existing problems is the detection of object(s) in the video sequence. In this paper, detection of the particular object of interest in the video sequence with more accuracy has been focused. The main objective of this work is to detect the object which belongs to both query image and video sequence. The necessity of this work lies in the field of surveillance, main interest is in monitoring the activity of the pre-specified person or the pre-defined object. For this purpose co-segmentation based, common object detection technique has been implemented to detect the particular object of interest in the video sequence. The main goal of this paper is to establish a system to detect the query or the pre-defined object(s) in the video sequence. The work has been performed with a consideration that all the video frames containing the single object of interest (OI), which is to be detected. The effectiveness of the proposed work has been compared with the existing detection and tracking algorithms in the literature. Utility of the proposed system proves much effective and trustworthy, where lies the hope that the results will stand more accurate in detecting the pre-defined object of interest.
  • Image co-segmentation using dual active contours
    Ashish Ghosh, Sanmoy Bandyopadhyay
    Applied Soft Computing Journal, 2018
  • Antenna array synthesis by implementing non-uniform amplitude using Tsukamoto fuzzy logic controller
    Sanmoy Bandyopadhyay, Hiranmay Mistri, Paragkanti Chattopadhyay, B. Maji
    Proceedings of the 2013 International Conference on Advanced Electronic Systems Icaes 2013, 2013
  • Antenna array synthesis by implementing non-uniform amplitude using Fuzzy logic
    Sanmoy Bandyopadhyay, Hiranmay Mistri, B. Maji
    Proceedings of the 2012 International Conference on Communications Devices and Intelligent Systems Codis 2012, 2012

RECENT SCHOLAR PUBLICATIONS

  • Integral Adaptive Thresholding Inspired Solar Filament Detection
    S Bandyopadhyay, V Pant
    43rd meeting of the Astronomical Society of India (ASI) 43, 1 , 2025
    2025
  • Solar Filaments Detection using Active Contours Without Edges
    S Bandyopadhyay, V Pant
    arXiv preprint arXiv:2412.20749 , 2024
    2024
  • A Quantum Fuzzy-based Approach for Real-Time Detection of Solar Coronal Holes
    S Bandyopadhyay, S Kundu
    arXiv preprint arXiv:2403.18347 , 2024
    2024
  • Assessment of ocular movement frequency of adult zebrafish in response to optokinetic visual stimulus
    B Bhattacharya, S Roy, S Bandyopadhyay, B Bal, S Mukherjee, A Bhat, ...
    Visual observation and analysis of Vertebrate and Insect Behavior, 27th … , 2024
    2024
    Citations: 1
  • Understanding the role of starch sheath layer in graviception of Alternanthera philoxeroides : a biophysical and microscopical study
    S Roy, B Bhattacharya, S Bandyopadhyay, B Bal, A Dewanji, K Ghosh
    Journal of Plant Research 136 (2), 265-276 , 2023
    2023
  • Genetic algorithm driven linear antenna array sidelobe level reduction
    S Bandyopadhyay, A Chatterjee, A Datta
    2021 IEEE Indian Conference on Antennas and Propagation (InCAP), 52-55 , 2021
    2021
    Citations: 3
  • Fuzzy based Approach for Recognition of Solar Coronal Holes in SDO/AIA Images
    S Bandyopadhyay, S Das, A Datta
    AGU Fall Meeting Abstracts 2020, NG004-0020 , 2020
    2020
  • Simultaneous Coronal Hole Segmentation from Solar EUV Images using the Image Co-segmentation Technique
    S Bandyopadhyay, S Das, A Datta
    2020 XXXIIIrd General Assembly and Scientific Symposium of the International … , 2020
    2020
  • Comparative study and development of two contour-based image segmentation techniques for coronal hole detection in solar images
    S Bandyopadhyay, S Das, A Datta
    Solar Physics 295 (8), 110 , 2020
    2020
    Citations: 6
  • Fuzzy energy-based dual contours model for automated coronal hole detection in SDO/AIA solar disk images
    S Bandyopadhyay, S Das, A Datta
    Advances in Space Research 65 (10), 2435-2455 , 2020
    2020
    Citations: 8
  • A hybrid fuzzy filtering-fuzzy thresholding technique for region of interest detection in noisy images
    S Bandyopadhyay, S Das, A Datta
    Applied Intelligence 50 (4), 1112-1132 , 2020
    2020
    Citations: 29
  • Detection of coronal holes using hough simulated parameterized online region-based active contour method
    S Bandyopadhyay, S Das, A Datta
    2020 URSI Regional Conference on Radio Science (URSI-RCRS), 1-4 , 2020
    2020
    Citations: 4
  • Detection of coronal holes in solar disk image using fast fuzzy C-means algorithm
    S Bandyopadhyay, S Das, A Datta
    International Conference on Computers and Devices for Communication, 29-35 , 2019
    2019
    Citations: 2
  • A Fuzzy based Algorithm to Detect Bubbles in The Noisy Images of Early Universe
    S Bandyopadhyay, A Datta, S Majumdar, S Das
    2019
  • Image co-segmentation using dual active contours
    A Ghosh, S Bandyopadhyay
    Applied Soft Computing 66, 413-427 , 2018
    2018
    Citations: 14
  • Object of interest detection in video sequence using co-segmentation: A new era in video surveillance
    S Bandyopadhyay
    2018 4th International Conference on Recent Advances in Information … , 2018
    2018
    Citations: 3
  • A Dual Band Z-Shape Stepped Dielectric Resonator Antenna For Millimeter Wave Applications
    AB Chatla, S Bandyopadhyay, B Maji
    Recent Development in Wireless Sensor and Ad-hoc Networks, 103-124 , 2015
    2015
    Citations: 2
  • Antenna array synthesis by implementing non-uniform amplitude using Tsukamoto fuzzy logic controller
    S Bandyopadhyay, H Mistri, P Chattopadhyay, B Maji
    2013 International Conference on Advanced Electronic Systems (ICAES), 19-23 , 2013
    2013
    Citations: 9
  • Antenna Array Side Lobe reduction by Implementing Non - Uniform Amplitude Using Tsukamoto Fuzzy Logic Controller
    S Bandyopadhyay, H Mistri, P Chattopadhyay, B Maji
    International Journal of Electronics and Communication Engineering … , 2013
    2013
    Citations: 6
  • Antenna Array Synthesis By Implementing Non- Uniform Amplitude Using Fuzzy Logic
    S Bandyopadhyay, H Mistri, B Maji
    Communications, Devices and Intelligent Systems (CODIS), 2012 International … , 2012
    2012
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • A hybrid fuzzy filtering-fuzzy thresholding technique for region of interest detection in noisy images
    S Bandyopadhyay, S Das, A Datta
    Applied Intelligence 50 (4), 1112-1132 , 2020
    2020
    Citations: 29
  • Image co-segmentation using dual active contours
    A Ghosh, S Bandyopadhyay
    Applied Soft Computing 66, 413-427 , 2018
    2018
    Citations: 14
  • Antenna array synthesis by implementing non-uniform amplitude using Tsukamoto fuzzy logic controller
    S Bandyopadhyay, H Mistri, P Chattopadhyay, B Maji
    2013 International Conference on Advanced Electronic Systems (ICAES), 19-23 , 2013
    2013
    Citations: 9
  • Fuzzy energy-based dual contours model for automated coronal hole detection in SDO/AIA solar disk images
    S Bandyopadhyay, S Das, A Datta
    Advances in Space Research 65 (10), 2435-2455 , 2020
    2020
    Citations: 8
  • Comparative study and development of two contour-based image segmentation techniques for coronal hole detection in solar images
    S Bandyopadhyay, S Das, A Datta
    Solar Physics 295 (8), 110 , 2020
    2020
    Citations: 6
  • Antenna Array Side Lobe reduction by Implementing Non - Uniform Amplitude Using Tsukamoto Fuzzy Logic Controller
    S Bandyopadhyay, H Mistri, P Chattopadhyay, B Maji
    International Journal of Electronics and Communication Engineering … , 2013
    2013
    Citations: 6
  • Detection of coronal holes using hough simulated parameterized online region-based active contour method
    S Bandyopadhyay, S Das, A Datta
    2020 URSI Regional Conference on Radio Science (URSI-RCRS), 1-4 , 2020
    2020
    Citations: 4
  • Antenna Array Synthesis Using Tsukamoto Fuzzy Logic Controller
    S Bandyopadhyay, B Maji
    National Conference on Emerging Trends in Electronics and Telecommunication … , 2012
    2012
    Citations: 4
  • Genetic algorithm driven linear antenna array sidelobe level reduction
    S Bandyopadhyay, A Chatterjee, A Datta
    2021 IEEE Indian Conference on Antennas and Propagation (InCAP), 52-55 , 2021
    2021
    Citations: 3
  • Object of interest detection in video sequence using co-segmentation: A new era in video surveillance
    S Bandyopadhyay
    2018 4th International Conference on Recent Advances in Information … , 2018
    2018
    Citations: 3
  • Antenna array synthesis using fuzzy logic
    S Bandyopadhyay, B Maji
    Second National Conference on Computing and Systems (NaCCS-2012), 93-99 , 2012
    2012
    Citations: 3
  • Antenna array synthesis by varying the spacing between each element of the antenna array using fuzzy logic
    S Bandyopadhyay, B Maji
    International Conference on Information Technology, Electronics and … , 2012
    2012
    Citations: 3
  • Detection of coronal holes in solar disk image using fast fuzzy C-means algorithm
    S Bandyopadhyay, S Das, A Datta
    International Conference on Computers and Devices for Communication, 29-35 , 2019
    2019
    Citations: 2
  • A Dual Band Z-Shape Stepped Dielectric Resonator Antenna For Millimeter Wave Applications
    AB Chatla, S Bandyopadhyay, B Maji
    Recent Development in Wireless Sensor and Ad-hoc Networks, 103-124 , 2015
    2015
    Citations: 2
  • Antenna Array Synthesis By Implementing Non- Uniform Amplitude Using Fuzzy Logic
    S Bandyopadhyay, H Mistri, B Maji
    Communications, Devices and Intelligent Systems (CODIS), 2012 International … , 2012
    2012
    Citations: 2
  • Antenna Array Synthesis by Implementing Non–Uniform Spacing Using Tsukamoto Fuzzy Logic Controller
    S Bandyopadhyay, A Babu Chatla, B Maji
    Proc. International Conference on Computer Science and Engineering (ICCSE … , 2012
    2012
    Citations: 2
  • Design of a controller using fuzzy logic in temperature control system
    S Kundu, S Bandyopadhyay, NR Das
    2nd National Conference on Engineering Education in the New Century (E2NC … , 2011
    2011
    Citations: 2
  • Assessment of ocular movement frequency of adult zebrafish in response to optokinetic visual stimulus
    B Bhattacharya, S Roy, S Bandyopadhyay, B Bal, S Mukherjee, A Bhat, ...
    Visual observation and analysis of Vertebrate and Insect Behavior, 27th … , 2024
    2024
    Citations: 1
  • Integral Adaptive Thresholding Inspired Solar Filament Detection
    S Bandyopadhyay, V Pant
    43rd meeting of the Astronomical Society of India (ASI) 43, 1 , 2025
    2025
  • Solar Filaments Detection using Active Contours Without Edges
    S Bandyopadhyay, V Pant
    arXiv preprint arXiv:2412.20749 , 2024
    2024