Paper Info
Title
Flowfields Plus Plus : Accurate Optical Flow Correspondences Meet Robust Interpolation
Abstract
Optical Flow algorithms are of high importance for many applications. Recently, the Flow Field algorithm and its modifications have shown remarkable results, as they have been evaluated with top accuracy on different data sets. In our analysis of the algorithm we have found that it produces accurate sparse matches, but there is room for improvement in the interpolation. Thus, we propose in this paper FlowFields++, where we combine the accurate matches of Flow Fields with a robust interpolation. In addition, we propose improved variational optimization as post-processing. Our new algorithm is evaluated on the challenging KITTI and MPI Sintel data sets with public top results on both benchmarks.
Year
DOI
Venue
2018
10.1109/icip.2018.8451182
2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
Keywords
DocType
Volume
Interpolation, KITTI, Matching, MPI Sintel, Optical Flow
Conference
abs/1805.03517
ISSN
Citations 
PageRank 
1522-4880
0
0.34
References 
Authors
4
4
Name
Order
Citations
PageRank
René Schuster1145.44
Christian Bailer2865.92
Oliver Wasenmüller3216.24
Didier Stricker41266138.03