S. K. Roy

发表

diffGrad: An Optimization Method for Convolutional Neural Networks

Bidyut Baran Chaudhuri, Snehasis Mukherjee, Shiv Ram Dubey, 2019, IEEE Transactions on Neural Networks and Learning Systems.

DUBEY et al.: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS diffGrad: An Optimization Method for Convolutional Neural Networks

B. Chaudhuri, S. Dubey, Soumendu Chakraborty, 2019 .

OCFormer: One-Class Transformer Network for Image Classification

S. K. Roy, Prerana Mukherjee, C. Roy, 2022, 2204.11449.

Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects

J. Chanussot, M. Mazzara, A. Khan, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification

Mercedes Eugenia Paoletti, J. M. Haut, S. K. Roy, 2021, IEEE Access.

Hyperspectral Unmixing Using Transformer Network

P. Scheunders, S. K. Roy, Behnood Rasti, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Attention-Based Adaptive Spectral–Spatial Kernel ResNet for Hyperspectral Image Classification

L. Bruzzone, S. K. Roy, Tiecheng Song, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection

J. Chanussot, D. Hong, S. K. Roy, 2022, IEEE Transactions on Cybernetics.

LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks pdf

Bidyut Baran Chaudhuri, Shiv Ram Dubey, Swalpa Kumar Roy, 2019, CVIP.

Rotation Equivariant Convolutional Neural Networks for Hyperspectral Image Classification

Eligius M. T. Hendrix, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, 2020, IEEE Access.

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

Bidyut Baran Chaudhuri, Shiv Ram Dubey, Swalpa Kumar Roy, 2019, IEEE Geoscience and Remote Sensing Letters.

Multimodal Fusion Transformer for Remote Sensing Image Classification

A. Plaza, J. Chanussot, D. Hong, 2022, ArXiv.

Local jet pattern: a robust descriptor for texture classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2017, Multimedia Tools and Applications.

A Theoretical Model to Support Multicast Involving Multiple Senders over DPMM in IEEE 802.11n

Tai-Hoon Kim, Swalpa Kumar Roy, Debnath Bhattacharyya, 2015, 2015 Fifth International Conference on Communication Systems and Network Technologies.

Local bit-plane decoded convolutional neural network features for biomedical image retrieval

Bidyut Baran Chaudhuri, Snehasis Mukherjee, Shiv Ram Dubey, 2019, Neural Computing and Applications.

A probabilistic neighbourhood pooling-based attention network for hyperspectral image classification

S. K. Roy, Tiecheng Song, Yurui Xie, 2021, Remote Sensing Letters.

Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution

Jocelyn Chanussot, Swalpa Kumar Roy, Danfeng Hong, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Image Denoising Using Fractal Hierarchical Classification

Bhabatosh Chanda, Soumitro Banerjee, Bidyut B. Chaudhuri, 2018 .

Affine Differential Local Mean ZigZag Pattern for Texture Classification

Bidyut Baran Chaudhuri, Rajat Kumar Pal, Swalpa Kumar Roy, 2018, TENCON 2018 - 2018 IEEE Region 10 Conference.

Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification

M. Mazzara, A. Khan, S. K. Roy, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Morphological Convolutional Neural Networks for Hyperspectral Image Classification

Antonio Plaza, Mercedes Eugenia Paoletti, Swalpa Kumar Roy, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification

Shiv Ram Dubey, Swalpa Kumar Roy, Subhrasankar Chatterjee, 2020, IET Image Process..

Lightweight Spectral–Spatial Squeeze-and- Excitation Residual Bag-of-Features Learning for Hyperspectral Classification

Jan Platos, Siddhartha Bhattacharyya, Swalpa Kumar Roy, 2020, IEEE Transactions on Geoscience and Remote Sensing.

TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping

Pedram Ghamisi, S. K. Roy, Jonathan Li, 2023, Int. J. Appl. Earth Obs. Geoinformation.

Local Window Attention Transformer for Polarimetric SAR Image Classification

Pedram Ghamisi, S. K. Roy, Ali Jamali, 2023, IEEE Geoscience and Remote Sensing Letters.

Generative Adversarial Minority Oversampling for Spectral–Spatial Hyperspectral Image Classification

Mercedes Eugenia Paoletti, S. Dubey, S. K. Roy, 2021, IEEE Transactions on Geoscience and Remote Sensing.

WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping

Pedram Ghamisi, S. K. Roy, Ali Jamali, 2023, Int. J. Appl. Earth Obs. Geoinformation.

Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning

J. Chanussot, D. Hong, S. K. Roy, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Unconstrained texture classification using efficient jet texton learning

Shiv Ram Dubey, Siddhartha Bhattacharyya, Swalpa Kumar Roy, 2020, Appl. Soft Comput..

TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, CVIP.

DARecNet-BS: Unsupervised Dual-Attention Reconstruction Network for Hyperspectral Band Selection

Bhabatosh Chanda, Swalpa Kumar Roy, Sayantan Das, 2020, IEEE Geoscience and Remote Sensing Letters.

Lightweight Heterogeneous Kernel Convolution for Hyperspectral Image Classification With Noisy Labels

Swalpa Kumar Roy, Danfeng Hong, Xun Liu, 2022, IEEE Geoscience and Remote Sensing Letters.

TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images

J. Chanussot, D. Hong, S. K. Roy, 2022, Expert Syst. Appl..

Rotation is All You Need: Cross Dimensional Residual Interaction for Hyperspectral Image Classification

S. K. Roy, Weimin Huang, Xin Qiao, 2023, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multimodal Fusion Transformer for Remote Sensing Image Classification

A. Plaza, J. Chanussot, D. Hong, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Spectral–Spatial Morphological Attention Transformer for Hyperspectral Image Classification

J. M. Haut, S. K. Roy, A. Plaza, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Parameter-Free Attention Network for Spectral–Spatial Hyperspectral Image Classification

Mercedes Eugenia Paoletti, J. M. Haut, Zhaoyue Wu, 2023, IEEE Transactions on Geoscience and Remote Sensing.

Local ZigZag Max histograms of pooling pattern for texture classification

Shiv Ram Dubey, Bidyut B. Chaudhuri, Swalpa Kumar Roy, 2019, Electronics Letters.

Local morphological pattern: A scale space shape descriptor for texture classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, Digit. Signal Process..

FWLBP: A Scale Invariant Descriptor for Texture Classification pdf

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Swalpa Kumar Roy, 2018, ArXiv.

Separable Attention Network in Single- and Mixed-Precision Floating Point for Land-Cover Classification of Remote Sensing Images

Eligius M. T. Hendrix, Mercedes Eugenia Paoletti, Juan M. Haut, 2022, IEEE Geoscience and Remote Sensing Letters.

Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing

J. Chanussot, Zhu Han, D. Hong, 2022, IEEE Geoscience and Remote Sensing Letters.

Hybrid Dense Network With Attention Mechanism for Hyperspectral Image Classification pdf

Adil Mehmood Khan, Manuel Mazzara, Swalpa Kumar Roy, 2022, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks pdf

Mercedes Eugenia Paoletti, B. B. Chaudhuri, P. Kar, 2021, ArXiv.

Mutual Channels Loss and Channel-Wise Attention Aided Convolutional Autoencoder for Hyperspectral Image Unmixing

S. K. Roy, Mrinmoy Ghorai, Nithish Reddy Banda, 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium.

Local directional ZigZag pattern: A rotation invariant descriptor for texture classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, Pattern Recognit. Lett..

3-D Sharpened Cosine Similarity Operation for Hyperspectral Image Classification

S. K. Roy, Xin Qiao, Weimin Huang, 2024, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Residual wave vision U-Net for flood mapping using dual polarization Sentinel-1 SAR imagery

Pedram Ghamisi, S. K. Roy, Ali Jamali, 2024, Int. J. Appl. Earth Obs. Geoinformation.

Fractal image compression using upper bound on scaling parameter

Bhabatosh Chanda, Bidyut B. Chaudhuri, Swalpa Kumar Roy, 2018 .

X-ResFormer: A Model to Detect Infestation of Pest and Diseases on Crops

S. K. Roy, D. Kole, Dhiman Mondal, 2023, SN Computer Science.

Monitoring the Population Development of Indicator Plants in High Nature Value Grassland Using Machine Learning and Drone Data

S. K. Roy, A. Muhuri, Kim-Cedric Gröschler, 2023, Drones.

DeepArt: A Benchmark to Advance Fidelity Research in AI-Generated Content

S. K. Roy, Xuanyao Huang, Wentao Wang, 2023, ArXiv.

MocFormer: A Two-Stage Pre-training-Driven Transformer for Drug-Target Interactions Prediction

S. K. Roy, Wentao Wang, Tianyang Wang, 2023, bioRxiv.

Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction

Pedram Ghamisi, S. K. Roy, Ali Jamali, 2023, IEEE Geoscience and Remote Sensing Letters.