Title
Disparity Estimation By Simultaneous Edge Drawing
Abstract
This work presents a new low-level real-time algorithm for simultaneous edge drawing and disparity calculation in stereo image pairs. It works by extending the principles from the ED algorithm, a fast and robust edge detector able to produce one pixel-wide chains of pixels for the edges in the image. In this paper the ED algorithm is extended to run simultaneously on both images in a stereo-pair. The disparity information is obtained by matching only a few anchor points and then propagating those disparities along the image edges. This allows the reduction of computational costs compared to other edge-based algorithms, as only a few pixels require to be matched, and avoids the problems present in other edge-point based approaches. The experiments show that this new approach is able to obtain accuracies similar to other state-of-the-art approaches but with a reduced number of computations.
Year
DOI
Venue
2016
10.1007/978-3-319-54427-4_10
COMPUTER VISION - ACCV 2016 WORKSHOPS, PT II
Field
DocType
Volume
Computer vision,Computer science,Edge detector,Artificial intelligence,Pixel,Stereo image,Computation
Conference
10117
ISSN
Citations 
PageRank 
0302-9743
0
0.34
References 
Authors
0
2
Name
Order
Citations
PageRank
Dexmont Peña122.10
Alistair Sutherland210114.36