Search Results for author: Connor Lee

Found 5 papers, 4 papers with code

Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field Robots

no code implementations21 Mar 2024 Connor Lee, Saraswati Soedarmadji, Matthew Anderson, Anthony J. Clark, Soon-Jo Chung

We present a new method to automatically generate semantic segmentation annotations for thermal imagery captured from an aerial vehicle by utilizing satellite-derived data products alongside onboard global positioning and attitude estimates.

Segmentation Semantic Segmentation +1

CART: Caltech Aerial RGB-Thermal Dataset in the Wild

1 code implementation13 Mar 2024 Connor Lee, Matthew Anderson, Nikhil Raganathan, Xingxing Zuo, Kevin Do, Georgia Gkioxari, Soon-Jo Chung

We present the first publicly available RGB-thermal dataset designed for aerial robotics operating in natural environments.

Segmentation Semantic Segmentation

RGB-X Object Detection via Scene-Specific Fusion Modules

1 code implementation30 Oct 2023 Sri Aditya Deevi, Connor Lee, Lu Gan, Sushruth Nagesh, Gaurav Pandey, Soon-Jo Chung

Multimodal deep sensor fusion has the potential to enable autonomous vehicles to visually understand their surrounding environments in all weather conditions.

Autonomous Vehicles Object +3

Online Self-Supervised Thermal Water Segmentation for Aerial Vehicles

1 code implementation18 Jul 2023 Connor Lee, Jonathan Gustafsson Frennert, Lu Gan, Matthew Anderson, Soon-Jo Chung

We present a new method to adapt an RGB-trained water segmentation network to target-domain aerial thermal imagery using online self-supervision by leveraging texture and motion cues as supervisory signals.

Segmentation Visual Navigation

Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network

1 code implementation9 Oct 2022 Lu Gan, Connor Lee, Soon-Jo Chung

This work presents a new method for unsupervised thermal image classification and semantic segmentation by transferring knowledge from the RGB domain using a multi-domain attention network.

Image Classification Scene Segmentation +1

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