Uniformity-based superpixel segmentation of hyperspectral images AM Saranathan, M Parente IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1419-1430, 2015 | 61 | 2015 |
Adversarial feature learning for improved mineral mapping of CRISM data AM Saranathan, M Parente Icarus 355, 114107, 2021 | 20 | 2021 |
Denoising CRISM images: A new look M Parente, AM Saranathan, S Wiseman, BL Ehlmann, L Pan 45th Annual Lunar and Planetary Science Conference, 2900, 2014 | 10 | 2014 |
Mineral Detections over Jezero Crater Using Advanced Data Processing Techniques for CRISM Data—The CRISM" Fandango" M Parente, R Arvidson, Y Itoh, H Lin, JF Mustard, AM Saranathan, ... Ninth International Conference on Mars 2089, 6382, 2019 | 7 | 2019 |
Per-pixel uncertainty quantification and reporting for satellite-derived chlorophyll-a estimates via mixture density networks AM Saranathan, B Smith, N Pahlevan IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 6 | 2023 |
Clay sediments derived from fluvial activity in and around Ladon basin, Mars CM Weitz, JL Bishop, JA Grant, SA Wilson, RP Irwin III, AM Saranathan, ... Icarus 384, 115090, 2022 | 4 | 2022 |
New CRISM data products for improved characterization and analysis of the Mars2020 landing site M Parente, Y Itoh, A Saranathan IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 3 | 2019 |
On clustering and embedding mixture manifolds using a low rank neighborhood approach AM Saranathan, M Parente IEEE Transactions on Geoscience and Remote Sensing 57 (6), 3890-3903, 2019 | 3 | 2019 |
Simultaneous clustering and embedding for multiple intimate mixtures AM Saranathan, M Parente 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 3 | 2015 |
Unmixing multiple intimate mixtures using manifold clustering AM Saranathan, M Parente 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 3 | 2014 |
Threshold based segmentation method for hyperspectral images AM Saranathan, M Parente 2013 5Th workshop on hyperspectral image and signal processing: evolution in …, 2013 | 3 | 2013 |
Correlating sulfates with the aqueous geochemical history at Juventae Chasma, Mars JL Bishop, CM Weitz, M Parente, C Gross, AM Saranathan, Y Itoh, ... 52nd Lunar and Planetary Science Conference, 1082, 2021 | 2 | 2021 |
Convergence on Mineral Detections Over Gale Crater, NE Syrtis, and Jezero Crater Using Advanced Data Processing Techniques for CRISM Hyperspectral Imaging Data M Parente, RE Arvidson, Y Itoh, H Lin, JF Mustard, AM Saranathan, ... 50th Annual Lunar and Planetary Science Conference, 3112, 2019 | 2 | 2019 |
Adversarial Feature Learning for Improved Mineral Mapping in CRISM Images AM Saranathan, M Parente 50th Annual Lunar and Planetary Science Conference, 2698, 2019 | 2 | 2019 |
Unmixing multiple intimate mixtures via a locally low-rank representation AM Saranathan, M Parente 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016 | 2 | 2016 |
On clustering and embedding manifolds using a low rank neighborhood approach AM Saranathan, M Parente to be Submitted, IEEE Trans. Pattern Anal. Mach. In tell, 2016 | 2 | 2016 |
Endmember detection using graph theory N Rohani, M Parente, A Saranathan 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 1462 …, 2013 | 2 | 2013 |
Characterizing Aqueous and Mafic Mineralogy at Gale Crater, Mars with New Hyperspectral Algorithms M Parente, AM Saranathan, Y Itoh, JL Bishop, CM Weitz 52nd Lunar and Planetary Science Conference, 2736, 2021 | 1 | 2021 |
Characterizing Unusual Deposits at Ius Chasma, Mars KA Wilk, JL Bishop, Y Itoh, AM Saranathan, M Parente, CM Weitz, C Gross, ... 52nd Lunar and Planetary Science Conference, 1322, 2021 | 1 | 2021 |
Evidence for Hesperian acidic alteration in Ius Chasma CM Weitz, JL Bishop, J Flahaut, C Gross, AM Saranathan, Y Itoh, ... Ninth International Conference on Mars 2089, 6240, 2019 | 1 | 2019 |