Publications
Recent Books
Elsevier, Book on GeoAI (2024) Hyperspectral Image Analysis (2020) 
Select Recent Publications
Select recent publications from our lab are listed below. For a full list, please check out this Google Scholar link.
W. Liu, S. Prasad, and M. Crawford. “CNN-Mixer Hierarchical Spectral Transformer for Hyperspectral Image Classification.” IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2023.
A. Yaghmour, S. Prasad, M. Crawford, “Adversarial Discriminative Knowledge Transfer with a Multi-Class Discriminator for Robust GeoAI”, In IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium (pp. 4883-4886), 2023.
J. Silvestre, S. Prasad, “Spatially constrained Deep Semantic Segmentation of Geospatial Imagery for building footprint extraction,” In Proceedings of the SPIE DCS Conference, 2023.
N. Makkar, L. Yang, S. Prasad, “Adversarial learning based Discriminative Domain Adaptation for geospatial image analysis,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 150-162, 2022.
S. Prasad, J. Chanussot, “Hyperspectral Image Analysis: Advances in Machine Learning and Signal Processing,” Springer Nature, 2020.
S. Mukherjee, S. Prasad, “A spatial-spectral semisupervised deep learning framework using siamese networks and angular loss”, in Computer Vision and Image Understanding, 2020
K. Safari, S. Prasad, D. Labate, “A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification,” in IEEE Geoscience and Remote Sensing Letters, 2020
F. Shahraki, S. Prasad, “Joint Spatial and Graph Convolutional Neural Networks-A Hybrid Model for Spatial-Spectral Geospatial Image Analysis”, in Proceedings of IEEE IGARSS, 2020
D Labate, K Safari, N Karantzas, S Prasad, FF Shahraki, “Structured receptive field networks and applications to hyperspectral image classification,” in Wavelets and Sparsity, 2019
JL Contreras-Vidal, S Prasad, A Kilicarslan, N Bhagat, R Bhattacharyya, RM Uhlenbrock, DW Payton, JS Panova, JD Marcus, TB Panova, EC Leuthardt, LJ Love, R Coker, DW Moran, P Nuyujukian, JC Kao, K Shenoy, ND Schiff, JC Kao, P Nuyujukian, MM Churchland, JP Cunningham, K Shenoy, “Brain–machine interfaces”, Nature Biotechnology, 2019