Endmember detection using graph theory. - Neda Rohani; Mario Parente; Arun M. Saranathan (IGARSS, 2013)

Threshold based segmentation method for hyperspectral images. - Arun M. Saranathan; Mario Parente (WHISPERS, 2013)

Unmixing multiple intimate mixtures using manifold clustering. - Arun M. Saranathan; Mario Parente (WHISPERS, 2014)

Simultaneous clustering and embedding for multiple intimate mixtures. - Arun M. Saranathan; Mario Parente (IGARSS, 2015)

Unmixing multiple intimate mixtures via a locally low-rank representation. - Arun M. Saranathan; Mario Parente (WHISPERS, 2016)

On Clustering and Embedding Manifolds using a Low Rank Neighborhood Approach. - Arun M. Saranathan; Mario Parente (CoRR, 2016)

Uniformity-Based Superpixel Segmentation of Hyperspectral Images. - Arun M. Saranathan; Mario Parente (IEEE Trans. Geosci. Remote. Sens., 2016)

New CRISM Data Products for Improved Characterization and Analysis of the Mars2020 Landing Site. - Mario Parente; Yuki Itoh; Arun M. Saranathan (IGARSS, 2019)

On Clustering and Embedding Mixture Manifolds Using a Low Rank Neighborhood Approach. - Arun M. Saranathan; Mario Parente (IEEE Trans. Geosci. Remote. Sens., 2019)

Implementing New Feature Extraction Techniques for Characterization of Complex Mineral Signatures of Salty Regions on Mars. - Janice L. Bishop; Mario Parente; Arun M. Saranathan; Yuki Itoh; Catherine M. Weitz; Jessica Flahaut; Christoph Gross; Jacob M. Danielsen; Gabriela S. Usabal; Jasper K. Miura (IGARSS, 2020)

Multi-Parameter Retrieval of Water Quality Indicators from Bayesian and Mixture Density Networks. - Arun M. Saranathan; Nima Pahlevan (IGARSS, 2023)

Per-Pixel Uncertainty Quantification and Reporting for Satellite-Derived Chlorophyll-a Estimates via Mixture Density Networks. - Arun M. Saranathan; Brandon Smith; Nima Pahlevan (IEEE Trans. Geosci. Remote. Sens., 2023)

A Physically Driven Long Short Term Memory Model for Estimating Snow Water Equivalent over the Continental United States. - Arun M. Saranathan; Mahmoud Saeedimoghaddam; Brandon Smith; Deepthi Raghunandan; Grey Nearing; Craig Pelissier (CoRR, 2025)