Thomas Oommen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 21

Top Topics

Spatial Resolution

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Sidike Paheding, Abel A. Reyes, A. Rajaneesh, K. S. Sajinkumar, Thomas Oommen
MarsLS-Net: Martian Landslides Segmentation Network and Benchmark Dataset. WACV (2024)
Abdul Rashid Zakaria, Thomas Oommen, Pasi Lautala
Automated Flood Prediction along Railway Tracks Using Remotely Sensed Data and Traditional Flood Models. Remote. Sens. 16 (13) (2024)
Navin Tony Thalakkottukara, Jobin Thomas, Melanie Kueber Watkins, Benjamin C. Holland, Thomas Oommen, Himanshu Grover
Suitability of the height above nearest drainage (HAND) model for flood inundation mapping in data-scarce regions: a comparative analysis with hydrodynamic models. Earth Sci. Informatics 17 (3) (2024)
Mohammed Basheer, Thomas Oommen
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis. Environ. Model. Softw. 177 (2024)
Abel A. Reyes, Sidike Paheding, A. Rajaneesh, K. S. Sajinkumar, Thomas Oommen
C-PLES: Contextual Progressive Layer Expansion with Self-attention for Multi-class Landslide Segmentation on Mars using Multimodal Satellite Imagery. CVPR Workshops (2023)
Jordan Ewing, Thomas Oommen, Jobin Thomas, Anush Kasaragod, Richard Dobson, Colin N. Brooks, Paramsothy Jayakumar, Michael Cole, Tulga Ersal
Terrain Characterization via Machine vs. Deep Learning Using Remote Sensing. Sensors 23 (12) (2023)
Marta Zocchi, Anush Kumar Kasaragod, Abby Jenkins, Chris Cook, Richard Dobson, Thomas Oommen, Dana Van Huis, Beau Taylor, Colin N. Brooks, Roberta Marini, Francesco Troiani, Paolo Mazzanti
Multi-Sensor and Multi-Scale Remote Sensing Approach for Assessing Slope Instability along Transportation Corridors Using Satellites and Uncrewed Aircraft Systems. Remote. Sens. 15 (12) (2023)
Wenbin Zhang, Zichong Wang, Juyong Kim, Cheng Cheng, Thomas Oommen, Pradeep Ravikumar, Jeremy C. Weiss
Individual Fairness Under Uncertainty. ECAI (2023)
Paheding Sidike, Abel A. Reyes, Anush Kasaragod, Thomas Oommen
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification. CoRR (2022)
Paheding Sidike, Abel A. Reyes, Anush Kasaragod, Thomas Oommen
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification. CVPR Workshops (2022)
Jordan Ewing, Thomas Oommen, Paramsothy Jayakumar, Russell Alger
Characterizing Soil Stiffness Using Thermal Remote Sensing and Machine Learning. Remote. Sens. 13 (12) (2021)
Chandan Kumar, Snehamoy Chatterjee, Thomas Oommen, Arindam Guha
Automated lithological mapping by integrating spectral enhancement techniques and machine learning algorithms using AVIRIS-NG hyperspectral data in Gold-bearing granite-greenstone rocks in Hutti, India. Int. J. Appl. Earth Obs. Geoinformation 86 (2020)
Jordan Ewing, Thomas Oommen, Paramsothy Jayakumar, Russell Alger
Utilizing Hyperspectral Remote Sensing for Soil Gradation. Remote. Sens. 12 (20) (2020)
Renee C. Oats, Rüdiger Escobar-Wolf, Thomas Oommen
Evaluation of Photogrammetry and Inclusion of Control Points: Significance for Infrastructure Monitoring. Data 4 (1) (2019)
El Hachemi Bouali, Thomas Oommen, Rüdiger Escobar-Wolf
Evidence of Instability in Previously-Mapped Landslides as Measured Using GPS, Optical, and SAR Data between 2007 and 2017: A Case Study in the Portuguese Bend Landslide Complex, California. Remote. Sens. 11 (8) (2019)
James Bialas, Thomas Oommen, Timothy C. Havens
Optimal segmentation of high spatial resolution images for the classification of buildings using random forests. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Ren N. Keyport, Thomas Oommen, Tapas Ranjan Martha, K. S. Sajinkumar, John S. Gierke
A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images. Int. J. Appl. Earth Obs. Geoinformation 64 (2018)
Priscilla Addison, Thomas Oommen
Utilizing satellite radar remote sensing for burn severity estimation. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Xie Hu, Zhong Lu, Thomas Oommen, Teng Wang, Jinwoo Kim
Monitoring and modeling tailings impoundment settlement near Great Salt Lake (UTAH) using multi-platform time-series InSAR observations. IGARSS (2017)
Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens
Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage. Remote. Sens. 9 (8) (2017)
Lauren N. Schaefer, Zhong Lu, Thomas Oommen
Post-Eruption Deformation Processes Measured Using ALOS-1 and UAVSAR InSAR at Pacaya Volcano, Guatemala. Remote. Sens. 8 (1) (2016)
Thomas Oommen, Laurie G. Baise
Model Development and Validation for Intelligent Data Collection for Lateral Spread Displacements. J. Comput. Civ. Eng. 24 (6) (2010)
Thomas Oommen, Laurie G. Baise
A New Approach to Liquefaction Potential Mapping using Satellite Remote Sensing and Support Vector Machine Algorithm. IGARSS (3) (2008)