Standout Papers

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification 2019 2026 2021 2023 1.1k
  1. HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification (2019)
    Swalpa Kumar Roy, Shiv Ram Dubey et al. IEEE Geoscience and Remote Sensing Letters
  2. Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification (2020)
    Swalpa Kumar Roy, Suvojit Manna et al. IEEE Transactions on Geoscience and Remote Sensing
  3. Multimodal Fusion Transformer for Remote Sensing Image Classification (2023)
    Swalpa Kumar Roy, Danfeng Hong et al. IEEE Transactions on Geoscience and Remote Sensing
  4. Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects (2021)
    Muhammad Ahmad, Sidrah Shabbir et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  5. Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification (2023)
    Swalpa Kumar Roy, Chiranjibi Shah et al. IEEE Transactions on Geoscience and Remote Sensing
  6. Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification (2024)
    Swalpa Kumar Roy, Ali Jamali et al. IEEE Transactions on Geoscience and Remote Sensing

Immediate Impact

59 standout
Sub-graph 1 of 19

Citing Papers

A review of machine learning applications in polymer composites: advancements, challenges, and future prospects
2025 Standout
A Frequency Decoupling Network for Semantic Segmentation of Remote Sensing Images
2025 Standout
4 intermediate papers

Works of Swalpa Kumar Roy being referenced

Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping
2024
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning
2022
and 2 more

Author Peers

Author Last Decade Papers Cites
Swalpa Kumar Roy 2648 1003 1567 60 3.5k
Sen Jia 3468 1465 2006 84 4.4k
Hongjun Su 2451 1005 1517 112 3.4k
Gang Wang 1513 1139 953 79 3.2k
Behnood Rasti 2116 877 861 50 2.7k
Mercedes E. Paoletti 3430 1572 1854 83 4.3k
Juan M. Haut 3531 1548 1948 83 4.5k
Mengmeng Zhang 2722 1204 1273 130 4.1k
Hassan Ghassemian 2491 1261 1014 148 3.8k
Saurabh Prasad 3177 1299 1719 79 4.3k
Jiangtao Peng 2866 1105 1468 157 4.3k

All Works

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Rankless by CCL
2026