Bilateral functions for global motion modeling

Conference item

This paper proposes modeling motion in a bilateral domain that augments spatial information with the motion itself. We use the bilateral domain to reformulate a piecewise smooth constraint as continuous global modeling constraint. The resultant model can be robustly computed from highly noisy scattered feature points using a global minimization. We demonstrate how the model can reliably obtain large numbers of good quality correspondences over wide baselines, while keeping outliers to a minimum.

Authors: Lin, W-YD; Cheng, M-M; Lu, J; Yang, H; Do, MN

• Publication status: Published
• Peer review status: Peer reviewed
• Publisher: Springer
• Host title: Computer Vision — ECCV 2014: 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part IV
• Pages: 341-356
• Series: Lecture Notes in Computer Science
• Series number: 8692
• Place of publication: Cham, Switzerland
• Publication date: 2014-08-14
• Event title: 13th European Conference on Computer Vision (ECCV 2014)
• Event location: Zurich, Switzerland
• Event start date: 2014-09-06
• Event end date: 2014-09-12
• DOI: 10.1007/978-3-319-10593-2_23
• EISSN: 3004-9954
• ISSN: 3004-9946
• EISBN: 9783319105932
• ISBN: 9783319105925
• Language: English