On Generating Ground-truth Time-lapse Image Sequences and Flow Fields

Warning

This publication doesn't include Faculty of Economics and Administration. It includes Faculty of Informatics. Official publication website can be found on muni.cz.
Authors

ULMAN Vladimír HUBENÝ Jan

Year of publication 2007
Type Article in Proceedings
Conference Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics
MU Faculty or unit

Faculty of Informatics

Citation
Field Use of computers, robotics and its application
Keywords optical flow evaluation ground-truth flow field image formation
Description In this paper, we present a framework that allows for automatic generation of an artificially generated high-fidelity test image sequences based on real-world model image together with an artificial flow field. The framework benefits of a two-layered approach in which user-selected foreground is locally moved and inserted into an artificially generated background. The background is visually similar to the input real image while the foreground is extracted from it and so its fidelity is guaranteed. The framework is capable of generating 2D and 3D image sequences of arbitrary length. A brief discussion as well as an example of application in optical microscopy imaging is presented.
Related projects:

You are running an old browser version. We recommend updating your browser to its latest version.