Dr. Swalpa Kumar Roy
Assistant Professor, W.B.G.SAlipurduar Government Engineering and Management College
Biography
Interest
- Computer Vision
- Computational Biology
- Deep Learning
- Hyperspectral Imaging
- Image Processing
- Texture Feature Description
Education
Ph.D in Computer Science and Engineering
University of Calcutta (Work done at ISI Kolkata)
M.E in Computer Science and Engineering
Indian Institute of Engineering Science and Technology, Shibpur
B.Tech in Computer Science and Engineering
West Bengal University of Technology, Kolkata
Professional Services
Conferences
- CBMVC 2021
- CVIP 2019, 2020
- Premi 2019
- IEEE Tencon 2018
- CVMI 2023
- IGRASS 2023
Journals
- IEEE Geoscience and Remote Sensing Letters
- IEEE Trans. on Image Processing
- IEEE Trans. on Industrial Electronics
- IEEE Trans. on Geoscience and Remote Sensing
- IEEE Access
- IET Computer Vision
- Signal Processing, Elsevier
- Pattern Recognition Letters, Elsevie
- IEEE Trans. on Cybernetics
- IEEE Trans. on NNLS
Professional Memberships
- IASc Associates
- The IAPR, Life Member (L-273).
- The IE India, Associate Member (AM3058193).
- IEEE, Senior Member (98624682).
- ACM Member (0349556)
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.
- Advisory in Bhusatyam Technologies Pvt. Ltd. for AI related product development research.
News
2024-10-31
Successfully completed one month of visiting scientist at Indian Statistical Institute Bangalore Centre under the INSA Visiting Scientist
2024-09-22
Successfully completed two months Engineering Teacher Fellowship Program sponsored by Indian National Academy of Engineering
2024-08-22
Invited for a technical talk in 5-days seminar on
Security in the cloud safeguarding data in the connected world (SIC-SDCW)at BUIE, West Bengal.
2024-08-21
TL2GHT: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2024-07-31
Invited as Speaker on the workshop Deep Dive: Exploring The Frontiers Of Deep Learning at Manipal University Jaipur.
2024-07-25
Delivered a Keynote at 3rd International Conference Human-Centric Smart Computing 2024 at UEM, Jaipur, Rajasthan.
2024-07-23
I have received offer letter for Associateship from Indian Academy of Sciences.
2024-07-12
I have been selected for Young Associates 2024 at Prestigious Indian Academy of Sciences, Bengaluru. Selected list
2024-06-26
MocFormer: paper has been accepted in International Journal of Computational Intelligence Systems Springer.
2024-06-24
U-VixLSTM : paper available in arXiv
2024-05-30
Invited talk on "Deep Learning" Sponsored by MoE's innovation Cell (MIC), AICTE at Government College of Engineering & Textile Technology.
2024-05-30
Invited for a AICTE sponsored technical talk in GCETTB West Bengal
2024-05-25
e-TransUNet : paper has been accepted in Remote Sensing Applications: Society and Environment.
2024-04-20
I have been selected for INSA Visiting Scientist Programme 2024-25. Offer letter
2024-03-12
CrossHL: paper has been accepted in IEEE Transaction on Geoscience and Remote Sensing.
2024-02-03
GLF:Net: for Efficient Medical Image Segmentation has been accepted for presentation at the ISBT 2024 to be held in Athens, Greece
2024-02-02
Local Window Attention Transformer: paper has been selected for Article of Week by IEEE GRSS Society.
2024-02-02
Received project funding of Rs. 21 lakh from WB-DST, Govt. of WB
2024-02-01
Elevated to IEEE Senior Member
2024-01-15
Residual Wave Vision U-Net for Flood Mapping has been accepted for publication in the International Journal for Applied Earth Observation and Geoinformation.
2024-01-11
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping has been accepted for publication in the IEEE Geoscience and Remote Sensing Letters
2023-12-25
Hyperspectral Band Selection paper has been accepted for publication in Remote Sensing Letters (RSL), Taylor and Francis Group.
2023-10-06
TransDocUNet: A Transformer-based UNet Architecture has been accepted for in ICVGIP 2023 (Core Rank-B).
2023-10-05
X-ResFormer: A Model to Detect Crop Diseases has been accepted for publication in SNCS.
2023-09-30
Publicity Chair in International Conference on IoT and its Applications (ICIA-2024).
2023-09-22
Multimodal Fusion Transformer: paper has been selected for Article of Week by IEEE GRSS Society.
2023-09-10
Multi-scale Neighborhood Attention Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-07-19
Parameter-Free Attention ResNet: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-07-01
Organizing Co-Chairs at 3rd International Conference on Network Security and Blockchain Technology (ICNSBT 2024).
2023-06-15
Multimodal Fusion Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-06-06
Rotation is All You Need: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2023-04-25
WetMapFormer: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.
2023-04-15
TransUNet++: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.
2023-04-03
Two papers accepted in International Geoscience and Remote Sensing Symposium 2023.
2023-04-03
Two papers accepted in International Geoscience and Remote Sensing Symposium 2023.
2023-02-23
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-02-03
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-02-03
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-10-13
Program Co-Chairs at 2nd International Conference on Network Security and Blockchain Technology (ICNSBT 2023).
2022-09-07
Received Project from Start-up Research Grant under Science and Engineering Research Board (SERB-SRG)
2022-08-26
Reinforcement Learning for Unmixing: paper accepted in IEEE Geoscience and Remote Sensing Letters.
2022-07-28
Transformer Network for Unmixing: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-05-21
Joint Hyperspectral and LiDAR Classification: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-05-12
Hyperspectral Anomaly Detection: paper accepted in IEEE Transaction on Cybernatics.
2022-05-05
Hybrid Attention Network: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2021-12-01
A HSI Survey for Future Prospects: paper accepted in Journal of Selected Topics in Applied Earth Observations and Remote.
2021-10-15
Gradient Centralized Convolution: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2021-09-11
Lightweight Heterogeneous Kernel Convolution Network: paper accepted in IEEE Geoscience and Remote Sensing Letters.
2021-08-27
Separable Attention Network: paper accepted in IEEE Geoscience and Remote Sensing Letters jointly with Spanish Collaborators'.
2021-08-19
SiCoDeF2Net: paper accepted in IEEE Access jointly with Spanish Collaborators'.
2021-06-04
MorphCovHyperNet: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2021-05-23
Got nominated for Prestigious INAE-Engineering Teacher Fellowship-2021 from Indian National Academy of Engineering.
2021-03-25
One paper got selected for HyperMLPA: Outstanding Paper Award 2021.
2021-03-17
One paper accepted in 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2021).
2021-01-13
3D-HyperGAMO: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2020-12-03
One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2020-09-19
One paper accepted in IEEE Access jointly with Spanish Collaborators'.
2020-07-26
One paper accepted in IEEE Geoscience and Remote Sensing Letters.
2020-03-24
One paper accepted in IET Image Processing.
2019-12-12
One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2019-11-19
One paper accepted in IEEE Transaction on Neural Networks and Learning Systems.
2019-11-02
One paper accepted in Journal of Applied Soft Computing, Elsevier.
2019-05-29
One paper accepted in Journal of Neural Computing and Applications, Springer
2019-05-16
One paper accepted in IEEE Geoscience and Remote Sensing Letters.
2019-01-06
One paper accepted in IET Electronics Letters.
2018-02-28
One paper won second best Prize (200€) in 52nd Annual Convention of CSI-2018
2018-02-28
One paper accepted in Pattern Recognition Letters, Elsevier
2024-10-31
Successfully completed one month of visiting scientist at Indian Statistical Institute Bangalore Centre under the INSA Visiting Scientist
2024-09-22
Successfully completed two months Engineering Teacher Fellowship Program sponsored by Indian National Academy of Engineering
2024-08-22
Invited for a technical talk in 5-days seminar on
Security in the cloud safeguarding data in the connected world (SIC-SDCW)at BUIE, West Bengal.
2024-08-21
TL2GHT: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2024-07-31
Invited as Speaker on the workshop Deep Dive: Exploring The Frontiers Of Deep Learning at Manipal University Jaipur.
2024-07-25
Delivered a Keynote at 3rd International Conference Human-Centric Smart Computing 2024 at UEM, Jaipur, Rajasthan.
2024-07-23
I have received offer letter for Associateship from Indian Academy of Sciences.
2024-07-12
I have been selected for Young Associates 2024 at Prestigious Indian Academy of Sciences, Bengaluru. Selected list
2024-06-26
MocFormer: paper has been accepted in International Journal of Computational Intelligence Systems Springer.
2024-06-24
U-VixLSTM : paper available in arXiv
2024-05-30
Invited talk on "Deep Learning" Sponsored by MoE's innovation Cell (MIC), AICTE at Government College of Engineering & Textile Technology.
2024-05-30
Invited for a AICTE sponsored technical talk in GCETTB West Bengal
2024-05-25
e-TransUNet : paper has been accepted in Remote Sensing Applications: Society and Environment.
2024-04-20
I have been selected for INSA Visiting Scientist Programme 2024-25. Offer letter
2024-03-12
CrossHL: paper has been accepted in IEEE Transaction on Geoscience and Remote Sensing.
2024-02-03
GLF:Net: for Efficient Medical Image Segmentation has been accepted for presentation at the ISBT 2024 to be held in Athens, Greece
2024-02-02
Local Window Attention Transformer: paper has been selected for Article of Week by IEEE GRSS Society.
2024-02-02
Received project funding of Rs. 21 lakh from WB-DST, Govt. of WB
2024-02-01
Elevated to IEEE Senior Member
2024-01-15
Residual Wave Vision U-Net for Flood Mapping has been accepted for publication in the International Journal for Applied Earth Observation and Geoinformation.
2024-01-11
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping has been accepted for publication in the IEEE Geoscience and Remote Sensing Letters
2023-12-25
Hyperspectral Band Selection paper has been accepted for publication in Remote Sensing Letters (RSL), Taylor and Francis Group.
2023-10-06
TransDocUNet: A Transformer-based UNet Architecture has been accepted for in ICVGIP 2023 (Core Rank-B).
2023-10-05
X-ResFormer: A Model to Detect Crop Diseases has been accepted for publication in SNCS.
2023-09-30
Publicity Chair in International Conference on IoT and its Applications (ICIA-2024).
2023-09-22
Multimodal Fusion Transformer: paper has been selected for Article of Week by IEEE GRSS Society.
2023-09-10
Multi-scale Neighborhood Attention Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-07-19
Parameter-Free Attention ResNet: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-07-01
Organizing Co-Chairs at 3rd International Conference on Network Security and Blockchain Technology (ICNSBT 2024).
2023-06-15
Multimodal Fusion Transformer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-06-06
Rotation is All You Need: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2023-04-25
WetMapFormer: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.
2023-04-15
TransUNet++: paper accepted in International Journal of Applied Earth Observation and Geoinformation Elsevier.
2023-04-03
Two papers accepted in International Geoscience and Remote Sensing Symposium 2023.
2023-04-03
Two papers accepted in International Geoscience and Remote Sensing Symposium 2023.
2023-02-23
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-02-03
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2023-02-03
Spectral-Spatial morphFormer: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-10-13
Program Co-Chairs at 2nd International Conference on Network Security and Blockchain Technology (ICNSBT 2023).
2022-09-07
Received Project from Start-up Research Grant under Science and Engineering Research Board (SERB-SRG)
2022-08-26
Reinforcement Learning for Unmixing: paper accepted in IEEE Geoscience and Remote Sensing Letters.
2022-07-28
Transformer Network for Unmixing: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-05-21
Joint Hyperspectral and LiDAR Classification: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2022-05-12
Hyperspectral Anomaly Detection: paper accepted in IEEE Transaction on Cybernatics.
2022-05-05
Hybrid Attention Network: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2021-12-01
A HSI Survey for Future Prospects: paper accepted in Journal of Selected Topics in Applied Earth Observations and Remote.
2021-10-15
Gradient Centralized Convolution: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2021-09-11
Lightweight Heterogeneous Kernel Convolution Network: paper accepted in IEEE Geoscience and Remote Sensing Letters.
2021-08-27
Separable Attention Network: paper accepted in IEEE Geoscience and Remote Sensing Letters jointly with Spanish Collaborators'.
2021-08-19
SiCoDeF2Net: paper accepted in IEEE Access jointly with Spanish Collaborators'.
2021-06-04
MorphCovHyperNet: paper accepted in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
2021-05-23
Got nominated for Prestigious INAE-Engineering Teacher Fellowship-2021 from Indian National Academy of Engineering.
2021-03-25
One paper got selected for HyperMLPA: Outstanding Paper Award 2021.
2021-03-17
One paper accepted in 41th IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2021).
2021-01-13
3D-HyperGAMO: paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2020-12-03
One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2020-09-19
One paper accepted in IEEE Access jointly with Spanish Collaborators'.
2020-07-26
One paper accepted in IEEE Geoscience and Remote Sensing Letters.
2020-03-24
One paper accepted in IET Image Processing.
2019-12-12
One paper accepted in IEEE Transaction on Geoscience and Remote Sensing.
2019-11-19
One paper accepted in IEEE Transaction on Neural Networks and Learning Systems.
2019-11-02
One paper accepted in Journal of Applied Soft Computing, Elsevier.
2019-05-29
One paper accepted in Journal of Neural Computing and Applications, Springer
2019-05-16
One paper accepted in IEEE Geoscience and Remote Sensing Letters.
2019-01-06
One paper accepted in IET Electronics Letters.
2018-02-28
One paper won second best Prize (200€) in 52nd Annual Convention of CSI-2018
2018-02-28
One paper accepted in Pattern Recognition Letters, Elsevier