Swalpa Kumar Roy, Ph.D.

Assistant Professor, W.B.G.S

Computer Science and Engineering

Jalpaiguri Govt. Engineering College

Biography

Swalpa Kumar Roy, (Bangla: স্বল্প কুমার রায়।) has been with the Jalpaiguri Government Engineering College, Jalpaiguri, the 5^th oldest technical institution and one of the most prestigious academic institution in West Bengal where he is associated with the Department of Computer Science and Engineering and holds the position of assistant professor from March 2018 onward.
Swalpa Kumar Roy is also working with Prof. Bhabatosh Chanda, Fellow, IAPR and Prof. Bidyut Baran Chaudhuri, Fellow, IEEE, Computer Vision and Pattern Recognition (CVPR) Unit at Indian Statistical Institute, Kolkata during his Ph.D. research. He is also working under Prof. Soumitro Banerjee, Fellow, IEEE, at Indian Institute of Science Education and Research, Kolkata.
Before joining CVPR Unit, ISI Kolkata, he received his B. Tech (Computer Science & Engineering) degree from West Bengal University of Technology, Kolkata, and M. E (Computer Science & Engineering) degree from the Indian Institute of Engineering Science and Technology, Shibpur. He also worked as a Project-Linked-Person (PLP) at the OCR Lab, CVPR Unit, Indian Statistical Institute, Kolkata.

Interests

Computer Vision , Computational Biology , Deep Learning , Hyperspectral Imaging , Image Processing , Texture Feature Description

Education

Ph.D (Computer Science & Engineering) degree from University of Calcutta, Kolkata but work carried out at CVPR Unit, Indian Statistical Institute, Kolkata.
M. E (Computer Science & Engineering) degree from the Indian Institute of Engineering Science and Technology, Shibpur.
B. Tech (Computer Science & Engineering) degree from West Bengal University of Technology, Kolkata.

Note

To motivated students of JGEC : Contact me if you are interested to work with my team.
To students outside JGEC: I am looking for highly motivated research students for internship positions on Deep Learning and Computer Vision. If anyone with good knowledge in Convolution Neural Networks and PyTorch coding can Contact me.

Professional Service

Conference

BMVC 2021.
CVIP 2019, 2020.
Premi 2019.
IEEE Tencon 2018.

Journal

IEEE Access.
IET Computer Vision.
Signal Processing, Elsevier.
Pattern Recognition Letters, Elsevier.
IEEE Transactions on Image Processing.
IEEE Transaction on Industrial Electronics.
IEEE Transactions on Cybernetics.
IEEE Geoscience and Remote Sensing Letters.
IEEE Transaction on Geoscience and Remote Sensing.

Editorial Board Member

Guest Editor of special issued journal of Deep Learning for Predictive Modeling in Large-Scale Systems in MDPI.
Topic Editor of the journal of Advanced Machine Learning Techniques for Remote Sensing Intelligent Interpretation in Frontiers in Remote Sensing.
Associate Editor of journal of Springer Nature Computer Science (SNCS).
Advisory Member in Amygdala AI an open non-profit platform for cutting edge AI research to solve real-life computer vision challenges.

Updates

[06/10/2023] TransDocUNet: A Transformer-based UNet Architecture has been accepted for in ICVGIP 2023 (Core Rank-B).^NEW
[05/10/2023] X-ResFormer: A Model to Detect Crop Diseases has been accepted for publication in SNCS.^NEW
[30/09/2023] Publicity Chair in International Conference on IoT and its Applications (ICIA-2024).^NEW
[22/09/2023] Multimodal Fusion Transformer: paper has been selected for Article of Week by IEEE GRSS Society.^NEW
[10/09/2023] Multi-scale Neighborhood Attention Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.^NEW
[01/08/2023] Joined Department of AI/CSE at AGEMC transfered from JGEC.^NEW
[19/07/2023] Parameter-Free Attention ResNet: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.^NEW
[01/07/2023] Organizing Co-Chairs at 3rd International Conference on Network Security and Blockchain Technology (ICNSBT 2024).^NEW
[15/06/2023] Multimodal Fusion Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.^NEW
[06/06/2023] Rotation is All You Need: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.^NEW
[25/04/2023] WetMapFormer: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.^NEW
[15/04/2023] TransUNet++: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.^NEW
[03/04/2023] Two papers accepted in International Geoscience and Remote Sensing Symposium 2023.^NEW
[03/02/2023] Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.^NEW
[23/01/2023] PolSARFormer: paper accepted in IEEE Geoscience and Remote Sensing Letters.^NEW
[08/12/2022] Appointed as Associate Editor of Journal Springer Nature Computer Science (SNCS).^NEW
[13/10/2022] Program Co-Chairs at 2nd International Conference on Network Security and Blockchain Technology (ICNSBT 2023).
[07/09/2022] Received Project from Start-up Research Grant under Science and Engineering Research Board (SERB-SRG) Government of India.
[01/09/2022] Triplet-Attention for Band Selection: paper accepted in Expert Systems With Applications Elsevier.
[06/08/2022] Reinforcement Learning for Unmixing: paper accepted in IEEE Geoscience and Remote Sensing Letters.
[28/07/2022] Transformer Network for Unmixing: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[21/05/2022] Joint Hyperspectral and LiDAR Classification: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[05/05/2022] Hybrid Attention Network: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[12/05/2022] Hyperspectral Anomaly Detection: paper accepted in IEEE Transaction on Cybernatics.
[13/01/2022] Talk-An Introduction to LaTeX Slide.
[01/12/2021] A HSI Survey for Future Prospects: paper accepted in Journal of Selected Topics in Applied Earth Observations and Remote.
[16/11/2021] Successfully completed defense of my Ph.D Thesis.
[15/10/2021] Gradient Centralized Convolution: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[11/09/2021] Lightweight Heterogeneous Kernel Convolution Network: paper accepted in IEEE Geoscience and Remote Sensing Letters.
[27/08/2021] Separable Attention Network: paper accepted in IEEE Geoscience and Remote Sensing Letters jointly with Spanish Collaborators'.
[19/08/2021] SiCoDeF2Net: paper accepted in IEEE Access jointly with Spanish Collaborators'.
[10/08/2021] Successfully submitted hard copy of my Ph.D Thesis entitled: Robust and Efficient Descriptors for Texture Classification.
[04/06/2021] MorphCovHyperNet: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[23/05/2021] Got nominated for Prestigious INAE-Engineering Teacher Fellowship-2021 from Indian National Academy of Engineering.
[25/03/2021] One paper got selected for HyperMLPA: Outstanding Paper Award 2021.
[17/03/2021] One paper accepted in 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2021).
[01/03/2021] One paper accepted in 11th Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS-2021).
[18/01/2021] Successfully completed online submission of my Ph.D Thesis.
[13/01/2021] 3D-HyperGAMO: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[28/12/2020] Received IBM GPU Research Grant with Nvidia Tesla V100 x4 (32GB each).
[21/12/2020] Revised version submitted in IEEE Transaction on Geoscience and Remote Sensing.
[03/12/2020] One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[19/09/2020] Successfully completed online pre-submission of my Ph.D viva.
[19/09/2020] One paper accepted in IEEE Access jointly with Spanish Collaborators'.
[26/07/2020] One paper accepted in IEEE Geoscience and Remote Sensing Letters.
[24/03/2020] One paper accepted in IET Image Processing.
[12/12/2019] One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
[19/11/2019] One paper accepted in IEEE Transaction on Neural Networks and Learning Systems.
[02/11/2019] One paper accepted in Journal of Applied Soft Computing, Elsevier.
[29/05/2019] One paper accepted in Journal of Neural Computing and Applications, Springer.
[16/05/2019] One paper accepted in IEEE Geoscience and Remote Sensing Letters.
[06/01/2019] One paper accepted in IET Electronics Letters.
[15/08/2018] One paper accepted in Multimedia Tools and Application, Springer.
[25/06/2018] One paper accepted in Digital Signal Processing, Elsevier.
[28/02/2018] One paper accepted in Pattern Recognition Letters, Elsevier.
[28/02/2018] One paper won second best Prize (200€) in 52^nd Annual Convention of CSI-2018.