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Swalpa Kumar Roy
Swalpa Kumar Roy
IASc. Associate, Alipurduar Govt. Engineering & Management College, West Bengal
Verified email at agemc.ac.in - Homepage
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Year
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification
SK Roy, G Krishna, SR Dubey, BB Chaudhuri
IEEE Geoscience and Remote Sensing Letters 17 (2), 277-281, 2020
13972020
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
SK Roy, S Manna, T Song, L Bruzzone
IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7831-7843, 2021
3362021
Hyperspectral Image Classification--Traditional to Deep Models: A Survey for Future Prospects
M Ahmad, S Shabbir, SK Roy, D Hong, X Wu, J Yao, AM Khan, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
2792022
diffGrad: An Optimization Method for Convolutional Neural Networks
SR Dubey, S Chakraborty, SK Roy, S Mukherjee, SK Singh, ...
IEEE Transactions on Neural Networks and Learning Systems 31 (11), 4500 - 4511, 2020
2442020
Multimodal Fusion Transformer for Remote Sensing Image Classification
SK Roy, A Deria, D Hong, B Rasti, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing, 2023
2282023
Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification
SK Roy, A Deria, C Shah, JM Haut, Q Du, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023
1322023
Learning tensor low-rank representation for hyperspectral anomaly detection
M Wang, Q Wang, D Hong, SK Roy, J Chanussot
IEEE Transactions on Cybernetics 53 (1), 679-691, 2023
1112023
Generative Adversarial Minority Oversampling for Spectral–Spatial Hyperspectral Image Classification
SK Roy, JM Haut, ME Paoletti, SR Dubey, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022
912022
Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Features Learning for Hyperspectral Classification
Swalpa Kumar Roy, Subhrasankar Chatterjee, Siddhartha Bhattacharyya, Bidyut ...
IEEE Transactions on Geoscience and Remote Sensing 58 (8), 5277-5290, 2020
832020
Hyperspectral Unmixing using Transformer Network
P Ghosh, SK Roy, B Koirala, B Rasti, P Scheunders
IEEE Transactions on Geoscience and Remote Sensing, 1-17, 2022
812022
FuSENet: Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification
SK Roy, SR Dubey, S Chatterjee, BB Chaudhuri
IET Image Processing 14 (8), 1653-1661, 2020
802020
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks
SK Roy, S Manna, SR Dubey, BB Chaudhuri
7th International Conference on Computer Vision and Image Processing (CVIP), 2022
752022
Morphological Convolutional Neural Networks for Hyperspectral Image Classification
SK Roy, R Mondal, ME Paoletti, JM Haut, AJ Plaza
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
722021
DARecNet-BS: Unsupervised dual-attention reconstruction network for hyperspectral band selection
SK Roy, S Das, T Song, B Chanda
IEEE Geoscience and Remote Sensing Letters 18 (12), 2152-2156, 2020
542020
Local directional ZigZag pattern: A rotation invariant descriptor for texture classification
SK Roy, B Chanda, BB Chaudhuri, S Banerjee, DK Ghosh, SR Dubey
Pattern Recognition Letters 108, 23-30, 2018
472018
Hyperspectral and LiDAR data classification using joint CNNs and morphological feature learning
SK Roy, A Deria, D Hong, M Ahmad, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022
462022
Revisiting deep hyperspectral feature extraction networks via gradient centralized convolution
SK Roy, P Kar, D Hong, X Wu, A Plaza, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 60, 1-19, 2021
392021
Fractal image compression using upper bound on scaling parameter
SK Roy, S Kumar, B Chanda, BB Chaudhuri, S Banerjee
Chaos, Solitons & Fractals 106, 16-22, 2018
392018
Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification
ME Paoletti, JM Haut, SK Roy, EMT Hendrix
IEEE Access 8, 179575-179591, 2020
362020
Local Window Attention Transformer for Polarimetric SAR Image Classification
A Jamali, SK Roy, A Bhattacharya, P Ghamisi
IEEE Geoscience and Remote Sensing Letters 20, 1-5, 2023
352023
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