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ORCIDSwalpa Kumar Roy
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2020 – today
- 2024
[j42]Ali Jamali
, Swalpa Kumar Roy, Leila Hashemi Beni, Biswajeet Pradhan, Jonathan Li, Pedram Ghamisi:
Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 127: 103662 (2024)- [j41]Yi-Lun Zhang, Wen-Tao Wang, Jia-Hui Guan, Deepak Kumar Jain, Tianyang Wang, Swalpa Kumar Roy:
MocFormer: A Two-Stage Pre-training-Driven Transformer for Drug-Target Interactions Prediction. Int. J. Comput. Intell. Syst. 17(1): 165 (2024) - [j40]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j39]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j38]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j37]Dhiman Mondal, Purbayan Kar, Kusal Roy, Dipak Kumar Kole, Swalpa Kumar Roy:
X-ResFormer: A Model to Detect Infestation of Pest and Diseases on Crops. SN Comput. Sci. 5(1): 86 (2024) - [j36]Xin Qiao, Swalpa Kumar Roy, Weimin Huang:
3-D Sharpened Cosine Similarity Operation for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1114-1125 (2024) - [j35]Zhonghao Chen, Yuyang Wang, Swalpa Kumar Roy, Hongmin Gao, Yao Ding, Xiongwu Xiao, Zhenfeng Shao, Bing Zhang:
TL2GH²T: Triple-Path Local-to-Global Network With Hybrid Head Transformer for Hyperspectral Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j34]Swalpa Kumar Roy, Atri Sukul, Ali Jamali, Juan Mario Haut, Pedram Ghamisi:
Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [c12]Ali Jamali, Swalpa Kumar Roy, Bing Lu, Avik Bhattacharya, Pedram Ghamisi:
PolSARConvMixer: A Channel and Spatial Mixing Convolutional Algorithm for PolSAR Data Classification. IGARSS 2024: 11248-11251 - [c11]Athanasios Tragakis, Qianying Liu, Chaitanya Kaul, Swalpa Kumar Roy, Hang Dai, Fani Deligianni, Roderick Murray-Smith, Daniele Faccio:
Glfnet: Global-Local (Frequency) Filter Networks for Efficient Medical Image Segmentation. ISBI 2024: 1-5 - [i22]Athanasios Tragakis, Qianying Liu, Chaitanya Kaul, Swalpa Kumar Roy, Hang Dai, Fani Deligianni, Roderick Murray-Smith, Daniele Faccio:
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation. CoRR abs/2403.00396 (2024) - [i21]Soham Mitra, Atri Sukul, Swalpa Kumar Roy, Pravendra Singh, Vinay Kumar Verma:
Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs. CoRR abs/2404.19341 (2024) - [i20]Wentao Wang, Xi Xiao, Mingjie Liu, Qing Tian, Xuanyao Huang, Qizhen Lan, Swalpa Kumar Roy, Tianyang Wang:
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation. CoRR abs/2405.12328 (2024) - [i19]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Bing Lu, Pedram Ghamisi:
How to Learn More? Exploring Kolmogorov-Arnold Networks for Hyperspectral Image Classification. CoRR abs/2406.15719 (2024) - [i18]Pallabi Dutta, Soham Bose, Swalpa Kumar Roy, Sushmita Mitra:
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? CoRR abs/2406.16993 (2024) - [i17]Suruchi Kumari, Aryan Das, Swalpa Kumar Roy, Indu Joshi, Pravendra Singh:
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation. CoRR abs/2407.05088 (2024) - [i16]Muhammad Ahmad, Muhammad Hassaan Farooq Butt, Muhammad Usama, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Hamad Ahmed Altuwaijri, Swalpa Kumar Roy, Jocelyn Chanussot, Danfeng Hong:
Spatial-Spectral Morphological Mamba for Hyperspectral Image Classification. CoRR abs/2408.01372 (2024) - 2023
- [j33]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping. Int. J. Appl. Earth Obs. Geoinformation 120: 103332 (2023) - [j32]Ali Jamali, Swalpa Kumar Roy, Pedram Ghamisi:
WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping. Int. J. Appl. Earth Obs. Geoinformation 120: 103333 (2023) - [j31]Utpal Nandi, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jocelyn Chanussot:
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images. Expert Syst. Appl. 212: 118797 (2023) - [j30]Ali Jamali, Swalpa Kumar Roy, Avik Bhattacharya, Pedram Ghamisi:
Local Window Attention Transformer for Polarimetric SAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j29]Xin Qiao, Swalpa Kumar Roy, Weimin Huang:
Rotation is All You Need: Cross Dimensional Residual Interaction for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5387-5404 (2023) - [j28]Minghua Wang, Qiang Wang, Danfeng Hong, Swalpa Kumar Roy, Jocelyn Chanussot:
Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection. IEEE Trans. Cybern. 53(1): 679-691 (2023) - [j27]Mercedes Eugenia Paoletti, Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Swalpa Kumar Roy, Antonio Plaza, Juan Mario Haut:
Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j26]Xin Qiao, Swalpa Kumar Roy, Weimin Huang:
Multiscale Neighborhood Attention Transformer With Optimized Spatial Pattern for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j25]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j24]Swalpa Kumar Roy, Ankur Deria, Chiranjibi Shah, Juan Mario Haut, Qian Du, Antonio Plaza:
Spectral-Spatial Morphological Attention Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c10]Risab Biswas, Soumik Sarkhel, Swalpa Kumar Roy, Umapada Pal:
TransDocUNet: A Transformer-based UNet Architecture for Degraded Document Image Binarization. ICVGIP 2023: 8:1-8:9 - [c9]Nithish Reddy Banda, Mrinmoy Ghorai, Swalpa Kumar Roy:
Mutual Channels Loss and Channel-Wise Attention Aided Convolutional Autoencoder for Hyperspectral Image Unmixing. IGARSS 2023: 7408-7411 - [c8]Xin Qiao, Hongjing Wu, Swalpa Kumar Roy, Weimin Huang:
Hyperspectral Image Classification Based On 3d Sharpened Cosine Similarity Operation. IGARSS 2023: 7669-7672 - [i15]Ali Jamali, Swalpa Kumar Roy, Jonathan Li, Pedram Ghamisi:
Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction. CoRR abs/2306.04947 (2023) - [i14]Ali Jamali, Swalpa Kumar Roy, Danfeng Hong, Peter M. Atkinson, Pedram Ghamisi:
Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. CoRR abs/2308.05235 (2023) - [i13]Risab Biswas, Swalpa Kumar Roy, Ning Wang, Umapada Pal, Guang-Bin Huang:
DocBinFormer: A Two-Level Transformer Network for Effective Document Image Binarization. CoRR abs/2312.03568 (2023) - [i12]Risab Biswas, Swalpa Kumar Roy, Umapada Pal:
A Layer-Wise Tokens-to-Token Transformer Network for Improved Historical Document Image Enhancement. CoRR abs/2312.03946 (2023) - [i11]Wentao Wang, Xuanyao Huang, Tianyang Wang, Swalpa Kumar Roy:
DeepArt: A Benchmark to Advance Fidelity Research in AI-Generated Content. CoRR abs/2312.10407 (2023) - 2022
- [j23]Zhu Han, Danfeng Hong, Lianru Gao, Swalpa Kumar Roy, Bing Zhang, Jocelyn Chanussot:
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j22]Mercedes Paoletti, Juan Mario Haut, Tayeb Alipourfard, Swalpa Kumar Roy, Eligius M. T. Hendrix, Antonio Plaza:
Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j21]Swalpa Kumar Roy, Danfeng Hong, Purbayan Kar, Xin Wu, Xun Liu, Di Zhao:
Lightweight Heterogeneous Kernel Convolution for Hyperspectral Image Classification With Noisy Labels. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j20]Muhammad Ahmad, Sidrah Shabbir, Swalpa Kumar Roy, Danfeng Hong, Xin Wu, Jing Yao, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Jocelyn Chanussot:
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 968-999 (2022) - [j19]Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu:
Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3948-3957 (2022) - [j18]Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders:
Hyperspectral Unmixing Using Transformer Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j17]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Muhammad Ahmad, Antonio Plaza, Jocelyn Chanussot:
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j16]Swalpa Kumar Roy, Juan Mario Haut, Mercedes Eugenia Paoletti, Shiv Ram Dubey, Antonio Plaza:
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j15]Swalpa Kumar Roy, Purbayan Kar, Danfeng Hong, Xin Wu, Antonio Plaza, Jocelyn Chanussot:
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [c7]Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, Bidyut Baran Chaudhuri:
LiSHT: Non-parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. CVIP (1) 2022: 462-476 - [i10]Muhammad Ahmad, Adil Mehmood Khan, Manuel Mazzara, Salvatore Distefano, Swalpa Kumar Roy, Xin Wu:
Attention Mechanism Meets with Hybrid Dense Network for Hyperspectral Image Classification. CoRR abs/2201.01001 (2022) - [i9]Swalpa Kumar Roy, Ankur Deria, Danfeng Hong, Behnood Rasti, Antonio Plaza, Jocelyn Chanussot:
Multimodal Fusion Transformer for Remote Sensing Image Classification. CoRR abs/2203.16952 (2022) - [i8]Preetam Ghosh, Swalpa Kumar Roy, Bikram Koirala, Behnood Rasti, Paul Scheunders:
Deep Hyperspectral Unmixing using Transformer Network. CoRR abs/2203.17076 (2022) - [i7]Prerana Mukherjee, Chandan Kumar Roy, Swalpa Kumar Roy:
OCFormer: One-Class Transformer Network for Image Classification. CoRR abs/2204.11449 (2022) - 2021
- [j14]Swalpa Kumar Roy, Purbayan Kar, Mercedes Eugenia Paoletti, Juan Mario Haut, Rafael Pastor Vargas, Antonio Robles-Gómez:
SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification. IEEE Access 9: 118419-118434 (2021) - [j13]Swalpa Kumar Roy, Sayantan Das, Tiecheng Song, Bhabatosh Chanda:
DARecNet-BS: Unsupervised Dual-Attention Reconstruction Network for Hyperspectral Band Selection. IEEE Geosci. Remote. Sens. Lett. 18(12): 2152-2156 (2021) - [j12]Swalpa Kumar Roy, Ranjan Mondal, Mercedes Eugenia Paoletti, Juan Mario Haut, Antonio Plaza:
Morphological Convolutional Neural Networks for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8689-8702 (2021) - [j11]Swalpa Kumar Roy, Suvojit Manna, Tiecheng Song, Lorenzo Bruzzone:
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 59(9): 7831-7843 (2021) - [c6]Xuanwen Tao, Lirong Han, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, Javier Plaza, Juan Mario Haut, Antonio Plaza:
Multiple Incremental Kernel Convolution for Land Cover Classification of Remotely Sensed Images. IGARSS 2021: 2548-2551 - [c5]Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Eligius M. T. Hendrix, Antonio Plaza:
A New Max-Min Convolutional Network for Hyperspectral Image Classification. WHISPERS 2021: 1-5 - [i6]Swalpa Kumar Roy, Mercedes Eugenia Paoletti, Juan Mario Haut, Shiv Ram Dubey, Purbayan Kar, Antonio Plaza, Bidyut B. Chaudhuri:
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. CoRR abs/2105.10190 (2021) - 2020
- [j10]Mercedes Paoletti, Juan Mario Haut, Swalpa Kumar Roy, Eligius M. T. Hendrix:
Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Access 8: 179575-179591 (2020) - [j9]Swalpa Kumar Roy, Dipak Kumar Ghosh, Shiv Ram Dubey, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri:
Unconstrained texture classification using efficient jet texton learning. Appl. Soft Comput. 86 (2020) - [j8]Swalpa Kumar Roy, Shiv Ram Dubey, Subhrasankar Chatterjee, Bidyut Baran Chaudhuri:
FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification. IET Image Process. 14(8): 1653-1661 (2020) - [j7]Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, Bidyut B. Chaudhuri:
HybridSN: Exploring 3-D-2-D CNN Feature Hierarchy for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 17(2): 277-281 (2020) - [j6]Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey:
Local jet pattern: a robust descriptor for texture classification. Multim. Tools Appl. 79(7-8): 4783-4809 (2020) - [j5]Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, Bidyut Baran Chaudhuri:
Local bit-plane decoded convolutional neural network features for biomedical image retrieval. Neural Comput. Appl. 32(11): 7539-7551 (2020) - [j4]Swalpa Kumar Roy, Subhrasankar Chatterjee, Siddhartha Bhattacharyya, Bidyut B. Chaudhuri, Jan Platos:
Lightweight Spectral-Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 58(8): 5277-5290 (2020) - [j3]Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri:
diffGrad: An Optimization Method for Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4500-4511 (2020)
2010 – 2019
- 2019
- [i5]Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, Bidyut B. Chaudhuri:
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. CoRR abs/1901.05894 (2019) - [i4]Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, Bidyut B. Chaudhuri:
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification. CoRR abs/1902.06701 (2019) - [i3]Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri:
diffGrad: An Optimization Method for Convolutional Neural Networks. CoRR abs/1909.11015 (2019) - 2018
- [j2]Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey:
Local morphological pattern: A scale space shape descriptor for texture classification. Digit. Signal Process. 82: 152-165 (2018) - [j1]Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Soumitro Banerjee, Dipak Kumar Ghosh, Shiv Ram Dubey:
Local directional ZigZag pattern: A rotation invariant descriptor for texture classification. Pattern Recognit. Lett. 108: 23-30 (2018) - [c4]Swalpa Kumar Roy, Shiv Ram Dubey, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh:
TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification. CVIP (2) 2018: 271-283 - [c3]Swalpa Kumar Roy, Dipak Kumar Ghosh, Rajat Kumar Pal, Bidyut B. Chaudhuri:
Affine Differential Local Mean ZigZag Pattern for Texture Classification. TENCON 2018: 488-493 - [i2]Swalpa Kumar Roy, Nilavra Bhattacharya, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh:
FWLBP: A Scale Invariant Descriptor for Texture Classification. CoRR abs/1801.03228 (2018) - 2017
- [c2]Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey:
A Complete Dual-Cross Pattern for Unconstrained Texture Classification. ACPR 2017: 741-746 - [i1]Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Soumitro Banerjee, Dipak Kumar Ghosh, Shiv Ram Dubey:
Local Jet Pattern: A Robust Descriptor for Texture Classification. CoRR abs/1711.10921 (2017) - 2015
- [c1]Nilavra Bhattacharya, Swalpa Kumar Roy, Utpal Nandi, Soumitro Banerjee:
Fractal Image Compression using Hierarchical Classification of Sub-images. VISAPP (1) 2015: 46-53
Coauthor Index
Bidyut B. Chaudhuri
aka: Bidyut Baran Chaudhuri
aka: Bidyut Baran Chaudhuri
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