activity
20172026
most citedTACO: Trash Annotations in Context for Litter Detection

112 citations · 176 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CV2026

AnalogDepth: Multi-view Geometry from FPV drones under Analog Video Transmission

André Amorim, Pedro F. Proença

Analog video transmission (VTX) remains widespread in FPV drones due to low latency, weight and low cost. However analog VTX suffers from complex spatially structured image degrada…

cs.RO2022★ 1 cited

TRADE: Object Tracking with 3D Trajectory and Ground Depth Estimates for UAVs

Pedro F. Proença, Patrick Spieler, Robert A. Hewitt +1

We propose TRADE for robust tracking and 3D localization of a moving target in cluttered environments, from UAVs equipped with a single camera. Ultimately TRADE enables 3d-aware ta…

cs.RO2022★ 1 cited

Optimizing Terrain Mapping and Landing Site Detection for Autonomous UAVs

Pedro F. Proença, Jeff Delaune, Roland Brockers

The next generation of Mars rotorcrafts requires on-board autonomous hazard avoidance landing. To this end, this work proposes a system that performs continuous multi-resolution he…

cs.RO2021

Multi-Resolution Elevation Mapping and Safe Landing Site Detection with Applications to Planetary Rotorcraft

Pascal Schoppmann, Pedro F. Proença, Jeff Delaune +5

In this paper, we propose a resource-efficient approach to provide an autonomous UAV with an on-board perception method to detect safe, hazard-free landing sites during flights ove…

cs.CV2020★ 112 cited

TACO: Trash Annotations in Context for Litter Detection

Pedro F Proença, Pedro Simões

TACO is an open image dataset for litter detection and segmentation, which is growing through crowdsourcing. Firstly, this paper describes this dataset and the tools developed to s…

cs.CV2019★ 38 cited

Deep Learning for Spacecraft Pose Estimation from Photorealistic Rendering

Pedro F. Proenca, Yang Gao

On-orbit proximity operations in space rendezvous, docking and debris removal require precise and robust 6D pose estimation under a wide range of lighting conditions and against hi…