output
20112026
most citedREFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

858 citations

178 papers

cs.CV2026

A 3D Reconstruction Benchmark for Asset Inspection

James L. Gray, Nikolai Goncharov, Alexandre Cardaillac +3

Asset management requires accurate 3D models to inform the maintenance, repair, and assessment of buildings, maritime vessels, and other key structures as they age. These downstrea…

cs.RO2026★ 26 cited

Predictive and adaptive maps for long-term visual navigation in changing environments

Lucie Halodova, Eliska Dvorakova, Filip Majer +4

In this paper, we compare different map management techniques for long-term visual navigation in changing environments. In this scenario, the navigation system needs to continuousl…

cs.HC2026★ 1 cited

The UnScripted Trip: Fostering Policy Discussion on Future Human-Vehicle Collaboration in Autonomous Driving Through Design-Oriented Methods

Xinyan Yu, Julie Stephany Berrio Perez, Marius Hoggenmüller +4

The rapid advancement of autonomous vehicle (AV) technologies is fundamentally reshaping paradigms of human-vehicle collaboration, raising not only an urgent need for innovative de…

cs.RO2025★ 1 cited

TANGO: Traversability-Aware Navigation with Local Metric Control for Topological Goals

Stefan Podgorski, Sourav Garg, Mehdi Hosseinzadeh +3

Visual navigation in robotics traditionally relies on globally-consistent 3D maps or learned controllers, which can be computationally expensive and difficult to generalize across…

cs.HC2025★ 1 cited

Towards Adaptive External Communication in Autonomous Vehicles: A Conceptual Design Framework

Tram Thi Minh Tran, Judy Kay, Stewart Worrall +6

External Human-Machine Interfaces (eHMIs) are key to facilitating interaction between autonomous vehicles and external road actors, yet most remain reactive and do not account for…

cs.HC2025★ 1 cited

Understanding Pedestrian Gesture Misrecognition: Insights from Vision-Language Model Reasoning

Tram Thi Minh Tran, Xinyan Yu, Callum Parker +3

Pedestrian gestures play an important role in traffic communication, particularly in interactions with autonomous vehicles (AVs), yet their subtle, ambiguous, and context-dependent…