most citedPerformance Study of YOLOv5 and Faster R-CNN for Autonomous Navigation around Non-Cooperative Targets

61 citations · 67 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2024

SpY: A Context-Based Approach to Spacecraft Component Detection

Trupti Mahendrakar, Ryan T. White, Madhur Tiwari

This paper focuses on autonomously characterizing components such as solar panels, body panels, antennas, and thrusters of an unknown resident space object (RSO) using camera feed…

cs.CV2024

SatSplatYOLO: 3D Gaussian Splatting-based Virtual Object Detection Ensembles for Satellite Feature Recognition

Van Minh Nguyen, Emma Sandidge, Trupti Mahendrakar +1

On-orbit servicing (OOS), inspection of spacecraft, and active debris removal (ADR). Such missions require precise rendezvous and proximity operations in the vicinity of non-cooper…

cs.CV2024

Characterizing Satellite Geometry via Accelerated 3D Gaussian Splatting

Van Minh Nguyen, Emma Sandidge, Trupti Mahendrakar +1

The accelerating deployment of spacecraft in orbit have generated interest in on-orbit servicing (OOS), inspection of spacecraft, and active debris removal (ADR). Such missions req…

cs.CV2023

SpaceYOLO: A Human-Inspired Model for Real-time, On-board Spacecraft Feature Detection

Trupti Mahendrakar, Ryan T. White, Markus Wilde +1

The rapid proliferation of non-cooperative spacecraft and space debris in orbit has precipitated a surging demand for on-orbit servicing and space debris removal at a scale that on…

cs.RO20236 cited

Autonomous Rendezvous with Non-cooperative Target Objects with Swarm Chasers and Observers

Trupti Mahendrakar, Steven Holmberg, Andrew Ekblad +4

Space debris is on the rise due to the increasing demand for spacecraft for com-munication, navigation, and other applications. The Space Surveillance Network (SSN) tracks over 27,…

cs.RO202361 cited

Performance Study of YOLOv5 and Faster R-CNN for Autonomous Navigation around Non-Cooperative Targets

Trupti Mahendrakar, Andrew Ekblad, Nathan Fischer +4

Autonomous navigation and path-planning around non-cooperative space objects is an enabling technology for on-orbit servicing and space debris removal systems. The navigation task…