Arun M. Saranathan

According to our database, Arun M. Saranathan authored at least 12 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

Multi-Parameter Retrieval of Water Quality Indicators from Bayesian and Mixture Density Networks.

Arun M. Saranathan, Nima Pahlevan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2020

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

On Clustering and Embedding Mixture Manifolds Using a Low Rank Neighborhood Approach.

Arun M. Saranathan, Mario Parente

IEEE Trans. Geosci. Remote. Sens., 2019

New CRISM Data Products for Improved Characterization and Analysis of the Mars2020 Landing Site.

Mario Parente, Yuki Itoh, Arun M. Saranathan

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2016

Uniformity-Based Superpixel Segmentation of Hyperspectral Images.

Arun M. Saranathan, Mario Parente

IEEE Trans. Geosci. Remote. Sens., 2016

On Clustering and Embedding Manifolds using a Low Rank Neighborhood Approach.

Arun M. Saranathan, Mario Parente

CoRR, 2016

Unmixing multiple intimate mixtures via a locally low-rank representation.

Arun M. Saranathan, Mario Parente

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015

Simultaneous clustering and embedding for multiple intimate mixtures.

Arun M. Saranathan, Mario Parente

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Unmixing multiple intimate mixtures using manifold clustering.

Arun M. Saranathan, Mario Parente

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013

Threshold based segmentation method for hyperspectral images.

Arun M. Saranathan, Mario Parente

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Endmember detection using graph theory.

Neda Rohani, Mario Parente, Arun M. Saranathan

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013