Thomas Oommen

25 papers A 2C 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MMLSv2: A Multimodal Dataset for Martian Landslide Detection in Remote Sensing Imagery.
CoRR
Sidike Paheding, Abel A. Reyes Angulo, Leo Thomas Ramos, Angel Domingo Sappa, A. Rajaneesh, Hiral P. B., Sajin Kumar K. S., Thomas Oommen
2026 — conf
Railroad Track Defect Detection Using YOLO Models: A Comparative Study.
HICSS
Abdul Rashid Zakaria, Charles Walter, Pasi Lautala, Thomas Oommen, Hong Xiao
2024 J jnl
Automated Flood Prediction along Railway Tracks Using Remotely Sensed Data and Traditional Flood Models.
Remote. Sens.
Abdul Rashid Zakaria, Thomas Oommen, Pasi Lautala
2024 A conf
MarsLS-Net: Martian Landslides Segmentation Network and Benchmark Dataset.
WACV
Sidike Paheding, Abel A. Reyes, A. Rajaneesh, K. S. Sajinkumar, Thomas Oommen
2024 J jnl
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis.
Environ. Model. Softw.
Mohammed Basheer, Thomas Oommen
2024 J jnl
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
Navin Tony Thalakkottukara, Jobin Thomas, Melanie Kueber Watkins, Benjamin C. Holland, Thomas Oommen, Himanshu Grover
2023 — conf
C-PLES: Contextual Progressive Layer Expansion with Self-attention for Multi-class Landslide Segmentation on Mars using Multimodal Satellite Imagery.
CVPR Workshops
Abel A. Reyes, Sidike Paheding, A. Rajaneesh, K. S. Sajinkumar, Thomas Oommen
2023 A conf
Individual Fairness Under Uncertainty.
ECAI
Wenbin Zhang, Zichong Wang, Juyong Kim, Cheng Cheng, Thomas Oommen, Pradeep Ravikumar, Jeremy C. Weiss
2023 J jnl
Multi-Sensor and Multi-Scale Remote Sensing Approach for Assessing Slope Instability along Transportation Corridors Using Satellites and Uncrewed Aircraft Systems.
Remote. Sens.
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
2023 J jnl
Terrain Characterization via Machine vs. Deep Learning Using Remote Sensing.
Sensors
Jordan Ewing, Thomas Oommen, Jobin Thomas, Anush Kasaragod, Richard Dobson, Colin N. Brooks, Paramsothy Jayakumar, Michael Cole, Tulga Ersal
2022 — conf
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification.
CVPR Workshops
Paheding Sidike, Abel A. Reyes, Anush Kasaragod, Thomas Oommen
2022 J jnl
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification.
CoRR
Paheding Sidike, Abel A. Reyes, Anush Kasaragod, Thomas Oommen
2021 J jnl
Characterizing Soil Stiffness Using Thermal Remote Sensing and Machine Learning.
Remote. Sens.
Jordan Ewing, Thomas Oommen, Paramsothy Jayakumar, Russell Alger
2020 J jnl
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
Chandan Kumar, Snehamoy Chatterjee, Thomas Oommen, Arindam Guha
2020 J jnl
Utilizing Hyperspectral Remote Sensing for Soil Gradation.
Remote. Sens.
Jordan Ewing, Thomas Oommen, Paramsothy Jayakumar, Russell Alger
2019 J jnl
Evaluation of Photogrammetry and Inclusion of Control Points: Significance for Infrastructure Monitoring.
Data
Renee C. Oats, Rüdiger Escobar-Wolf, Thomas Oommen
2019 J jnl
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.
El Hachemi Bouali, Thomas Oommen, Rüdiger Escobar-Wolf
2019 J jnl
Optimal segmentation of high spatial resolution images for the classification of buildings using random forests.
Int. J. Appl. Earth Obs. Geoinformation
James Bialas, Thomas Oommen, Timothy C. Havens
2018 J jnl
A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images.
Int. J. Appl. Earth Obs. Geoinformation
Ren N. Keyport, Thomas Oommen, Tapas Ranjan Martha, K. S. Sajinkumar, John S. Gierke
2018 J jnl
Utilizing satellite radar remote sensing for burn severity estimation.
Int. J. Appl. Earth Obs. Geoinformation
Priscilla Addison, Thomas Oommen
2017 J jnl
Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage.
Remote. Sens.
Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens
2017 C conf
Monitoring and modeling tailings impoundment settlement near Great Salt Lake (UTAH) using multi-platform time-series InSAR observations.
IGARSS
Xie Hu, Zhong Lu, Thomas Oommen, Teng Wang, Jinwoo Kim
2016 J jnl
Post-Eruption Deformation Processes Measured Using ALOS-1 and UAVSAR InSAR at Pacaya Volcano, Guatemala.
Remote. Sens.
Lauren N. Schaefer, Zhong Lu, Thomas Oommen
2010 J jnl
Model Development and Validation for Intelligent Data Collection for Lateral Spread Displacements.
J. Comput. Civ. Eng.
Thomas Oommen, Laurie G. Baise
2008 — conf
A New Approach to Liquefaction Potential Mapping using Satellite Remote Sensing and Support Vector Machine Algorithm.
IGARSS (3)
Thomas Oommen, Laurie G. Baise