Isaac Corley

28 papers A 2B 1C 1Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Earth Embeddings as Products: Taxonomy, Ecosystem, and Standardized Access.
CoRR
Heng Fang, Adam J. Stewart, Isaac Corley, Xiao Xiang Zhu, Hossein Azizpour
2026 J jnl
Fields of The World: A Field Guide for Extracting Agricultural Field Boundaries.
CoRR
Isaac Corley, Hannah Kerner, Caleb Robinson, Jennifer Marcus
2026 J jnl
From Pixels to Patches: Pooling Strategies for Earth Embeddings.
CoRR
Isaac Corley, Caleb Robinson, Inbal Becker-Reshef, Juan M. Lavista Ferres
2026 J jnl
PRUE: A Practical Recipe for Field Boundary Segmentation at Scale.
CoRR
Gedeon Muhawenayo, Caleb Robinson, Subash Khanal, Zhanpei Fang, Isaac Corley, Alexander Wollam, Tianyi Gao, Leonard Strnad, Ryan B. Avery, Lyndon D. Estes, Ana María Tárano, Nathan Jacobs, Hannah Kerner
2025 — conf
Aerial Infrared Health Monitoring of Solar Photovoltaic Farms at Scale.
CVPR Workshops
Isaac Corley, Conor Wallace, Sourav Agrawal, Burton Putrah, Jonathan Lwowski
2025 J jnl
Aerial Infrared Health Monitoring of Solar Photovoltaic Farms at Scale.
CoRR
Isaac Corley, Conor Wallace, Sourav Agrawal, Burton Putrah, Jonathan Lwowski
2025 J jnl
Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks.
CoRR
Isaac Corley, Yufei Huang
2025 J jnl
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing.
CoRR
Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
2025 — conf
HydroChronos: Forecasting Decades of Surface Water Change.
SIGSPATIAL/GIS
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 J jnl
HydroChronos: Forecasting Decades of Surface Water Change.
CoRR
Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza
2025 — conf
InspectVLM: Unified in Theory, Unreliable in Practice.
ICCVW
Conor Wallace, Isaac Corley, Jonathan Lwowski
2025 J jnl
InspectVLM: Unified in Theory, Unreliable in Practice.
CoRR
Conor Wallace, Isaac Corley, Jonathan Lwowski
2025 J jnl
Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models.
CoRR
Isaac Corley, Lakshay Sharma, Ruth Crasto
2025 J jnl
Solar Panel Mapping via Oriented Object Detection.
CoRR
Conor Wallace, Isaac Corley, Jonathan Lwowski
2024 J jnl
A Change Detection Reality Check.
CoRR
Isaac Corley, Caleb Robinson, Anthony Ortiz
2024 A conf
Barely-Visible Surface Crack Detection for Wind Turbine Sustainability.
IROS
Sourav Agrawal, Isaac Corley, Conor Wallace, Clovis Vaughn, Jonathan Lwowski
2024 J jnl
Barely-Visible Surface Crack Detection for Wind Turbine Sustainability.
CoRR
Sourav Agrawal, Isaac Corley, Conor Wallace, Clovis Vaughn, Jonathan Lwowski
2024 — conf
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation.
ECCV Workshops (2)
Daniele Rege Cambrin, Isaac Corley, Paolo Garza
2024 J jnl
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation.
CoRR
Daniele Rege Cambrin, Isaac Corley, Paolo Garza
2024 J jnl
Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking.
CoRR
Daniele Rege Cambrin, Isaac Corley, Paolo Garza, Peyman Najafirad
2024 — conf
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters.
CVPR Workshops
Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
2024 J jnl
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery.
CoRR
Caleb Robinson, Isaac Corley, Anthony Ortiz, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
2024 A conf
ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding.
WACV
Isaac Corley, Jonathan Lwowski, Peyman Najafirad
2023 J jnl
Single-View Height Estimation with Conditional Diffusion Probabilistic Models.
CoRR
Isaac Corley, Peyman Najafirad
2022 — conf
Natural Disaster Analytics using High Resolution Satellite Images.
WAC
Nihar Bendre, Neda Zand, Sujan Bhattarai, Isaac Corley, Mo Jamshidi, Peyman Najafirad
2022 C conf
Self-Supervised Representation Learning Enhances Broad Area Search in Multi-Temporal Satellite Imagery.
IGARSS
Tom Stephens, Isaac Corley, Adrian Gould, Anthony Polakiewicz, David McVicar, Carlos Torres, Rose Colangelo, Mario Aguilar-Simon
2022 B conf
Supervising Remote Sensing Change Detection Models With 3d Surface Semantics.
ICIP
Isaac Corley, Peyman Najafirad
2022 J jnl
Supervising Remote Sensing Change Detection Models with 3D Surface Semantics.
CoRR
Isaac Corley, Peyman Najafirad