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 | 1208 | 2020 |
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 | 290 | 2021 |
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 | 225 | 2020 |
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 | 215* | 2022 |
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 | 153 | 2023 |
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 | 86 | 2023 |
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 | 84 | 2022 |
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 | 81 | 2020 |
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 | 75 | 2023 |
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 | 74 | 2020 |
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 | 67 | 2022 |
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 | 59 | 2021 |
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 | 58 | 2022 |
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 | 46 | 2020 |
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 | 45 | 2018 |
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 | 36 | 2018 |
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 | 35 | 2022 |
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 | 33 | 2021 |
Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification ME Paoletti, JM Haut, SK Roy, EMT Hendrix IEEE Access 8, 179575-179591, 2020 | 33 | 2020 |
Local bit-plane decoded convolutional neural network features for biomedical image retrieval SR Dubey, SK Roy, S Chakraborty, S Mukherjee, BB Chaudhuri Neural Computing and Applications 32 (11), 7539-7551, 2020 | 30 | 2020 |