How to Benchmark Vision Foundation Models for Semantic Segmentation?

T Kerssies, D De Geus… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Recent vision foundation models (VFMs) have demonstrated proficiency in various tasks but
require supervised fine-tuning to perform the task of semantic segmentation effectively …

Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation

BB Englert, FJ Piva, T Kerssies… - Proceedings of the …, 2024 - openaccess.thecvf.com
Achieving robust generalization across diverse data domains remains a significant
challenge in computer vision. This challenge is important in safety-critical applications …

WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather

B Gella, H Zhang, R Upadhyay, T Chang, N Wei… - arXiv preprint arXiv …, 2024 - arxiv.org
We propose a method to infer semantic segmentation maps from images captured under
adverse weather conditions. We begin by examining existing models on images degraded …

Integrated Circuit Bonding Distance Inspection via Hierarchical Measurement Structure

Y Zhang, C Pu, Y Zhang, M Niu, L Hao, J Wang - Sensors, 2024 - mdpi.com
Bonding distance is defined by the projected distance on a substrate plane between two
solder points of a bonding wire, which can directly affect the morphology of the bonding wire …

A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge--Multi-Task Robustness Track

Z Chen, Q Wang, Z Li, J Liu, S Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
In this report, we present our solution to the multi-task robustness track of the 1st Visual
Continual Learning (VCL) Challenge at ICCV 2023 Workshop. We propose a vanilla …

[PDF][PDF] Advances in Scene Understanding: Towards Efficient Image Segmentation at Multiple Abstraction Levels

DC de Geus - 2024 - research.tue.nl
Om de voordelen van autonome mobiele robots volledig te kunnen benutten, moeten zulke
robots in staat zijn om hun omgeving waar te nemen en te begrijpen. Dit kan worden bereikt …