@INPROCEEDINGS{CardosoCardosoWMVC2007,
author = {Jaime S. Cardoso and Jorge C. S. Cardoso and Luis Corte-Real},
title = {Object-Based Spatial Segmentation of Video Guided by Depth and Motion
Information},
booktitle = {Motion and Video Computing, 2007. WMVC '07. IEEE Workshop on},
year = {2007},
month = {February},
abstract = {Automatic spatial video segmentation is a problem without a general
solution at the current state-of-the-art. Most of the difficulties
arise from the process of capturing images, which remain a very limited
sample of the scene they represent. The capture of additional information,
in the form of depth data, is a step forward to address this problem.
We start by investigating the use of depth data for better image
segmentation; a novel segmentation framework is proposed, with depth
being mainly used to guide a segmentation algorithm on the colour
information. Then, we extend the method to also incorporate motion
information in the segmentation process. The effectiveness and simplicity
of the proposed method is documented with results on a selected set
of images sequences. The achieved quality raises the expectation
for a significant improvement on operations relying on spatial video
segmentation as a pre-process.}
}