University Tuebingen University of Ljubljana LOOKOUT Luxonis Shield AI Catskill AI Virginia Tech Dartmouth College Helmut-Schmidt-Universität Hamburg FBK KIT Southampton Oulu Lisboa CEVI KLE Tech BMWi

Maritime Computer Vision Workshop @ CVPR 2026

Keynote speakers and topics

Fiona Hua Parneet Kaur

From Sea to Street: What Maritime Autonomy Can Learn from Large-Scale AV Deployment

Fiona Hua & Parneet Kaur (May Mobility)

[Abstract to be added]
Marek Suchowski

AIS in the Wild: Coverage Gaps, Spoofing, and What CV Models Must Know

Marek Suchowski (catskill GmbH)

Automatic Identification System (AIS) data has become a cornerstone of maritime situational awareness. But its real-world reliability is far messier than most computer vision pipelines assume. We explore the hidden fragility of AIS as a ground-truth signal: where coverage breaks down, how spoofing and signal manipulation distort vessel tracks and what these failure modes mean for CV models trained or evaluated against such data.