Work

Video-based raindrop detection for improved image registration

Year: 2009

Type: conference-paper

Abstract: In this paper we present a novel approach to improved image registration in rainy weather situations. To this end, we perform monocular raindrop detection in single images based on a photometric raindrop model. Our method is capable of detecting raindrops precisely, even in front of complex backgrounds. The effectiveness is demonstrated by a significant increase in image registration accuracy which also allows for successful image restoration. Experiments on video sequences taken from within a moving vehicle prove the applicability to real-world scenarios.

Source: IEEE International Conference on Computer Vision Workshops

DOI: 10.1109/iccvw.2009.5457650

Authors: Martin Roser, Andreas Geiger

Institution: Karlsruhe Institute of Technology

Language: English

Topic: Image Enhancement Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Deutsche Forschungsgemeinschaft

OpenAlex ID: W2038133417

FWCI: 3.015

Cites: 22

Cited by: 127

Related to: 10