mlsanityData to 14 Oct 2026

Demonstrating ViSafe: Vision-enabled Safety for High-speed Detect and Avoid

arXiv 2505.03694 ↗First posted 6 May 2025cs.RO cs.AIcited by 1

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Abstract (arXiv)

Assured safe-separation is essential for achieving seamless high-density operation of airborne vehicles in a shared airspace. To equip resource-constrained aerial systems with this safety-critical capability, we present ViSafe, a high-speed vision-only airborne collision avoidance system. ViSafe offers a full-stack solution to the Detect and Avoid (DAA) problem by tightly integrating a learning-based edge-AI framework with a custom multi-camera hardware prototype designed under SWaP-C constraints. By leveraging perceptual input-focused control barrier functions (CBF) to design, encode, and enforce safety thresholds, ViSafe can provide provably safe runtime guarantees for self-separation in high-speed aerial operations. We evaluate ViSafe's performance through an extensive test campaign involving both simulated digital twins and real-world flight scenarios. By independently varying agent types, closure rates, interaction geometries, and environmental conditions (e.g., weather and lighting), we demonstrate that ViSafe consistently ensures self-separation across diverse scenarios. In first-of-its-kind real-world high-speed collision avoidance tests with closure rates reaching 144 km/h, ViSafe sets a new benchmark for vision-only autonomous collision avoidance, establishing a new standard for safety in high-speed aerial navigation.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 18 of its 62 references that are in the map. First posted on arXiv 6 May 2025.

Builds on

18 of 62 references.

References · 18

  1. 2016Simple Online and Realtime Trackingcited by 868
  2. 2019CenterNet: Keypoint Triplets for Object Detectioncited by 654
  3. 2020Tracking Objects as Pointscited by 483
  4. 2019Control Barrier Functions: Theory and Applicationscited by 372
  5. 2016Finding Tiny Facescited by 72
  6. 2022Safety Index Synthesis via Sum-of-Squares Programmingcited by 12
  7. 2014Flying Objects Detection from a Single Moving Cameracited by 11
  8. 2023Pegasus Simulator: An Isaac Sim Framework for Multiple Aerial Vehicles Simulationcited by 10
  9. 2021Robust Control Barrier Functions under High Relative Degree and Input Constraints for Satellite Trajectoriescited by 8
  10. 2023FoundLoc: Vision-based Onboard Aerial Localization in the Wildcited by 8
  11. 2024TartanAviation: Image, Speech, and ADS-B Trajectory Datasets for Terminal Airspace Operationscited by 7
  12. 2021Learning Calibrated-Guidance for Object Detection in Aerial Imagescited by 6
6 more
  1. 2024Collision Avoidance and Geofencing for Fixed-wing Aircraft with Control Barrier Functionscited by 6
  2. 2021AirObject: A Temporally Evolving Graph Embedding for Object Identificationcited by 5
  3. 2024Efficient Motion Planning for Manipulators with Control Barrier Function-Induced Neural Controllercited by 5
  4. 2023AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulatorcited by 4
  5. 2019Below Horizon Aircraft Detection Using Deep Learning for Vision-Based Sense and Avoidcited by 3
  6. 2022Challenges in Close-Proximity Safe and Seamless Operation of Manned and Unmanned Aircraft in Shared Airspacecited by 3

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