Optical flow modeling and computation: A survey

D Fortun, P Bouthemy, C Kervrann - Computer Vision and Image …, 2015 - Elsevier
Optical flow estimation is one of the oldest and still most active research domains in
computer vision. In 35 years, many methodological concepts have been introduced and …

A quantitative analysis of current practices in optical flow estimation and the principles behind them

D Sun, S Roth, MJ Black - International Journal of Computer Vision, 2014 - Springer
The accuracy of optical flow estimation algorithms has been improving steadily as
evidenced by results on the Middlebury optical flow benchmark. The typical formulation …

Secrets of optical flow estimation and their principles

D Sun, S Roth, MJ Black - 2010 IEEE computer society …, 2010 - ieeexplore.ieee.org
The accuracy of optical flow estimation algorithms has been improving steadily as
evidenced by results on the Middlebury optical flow benchmark. The typical formulation …

A database and evaluation methodology for optical flow

S Baker, D Scharstein, JP Lewis, S Roth… - International journal of …, 2011 - Springer
The quantitative evaluation of optical flow algorithms by Barron et al.(1994) led to significant
advances in performance. The challenges for optical flow algorithms today go beyond the …

Will the pedestrian cross? a study on pedestrian path prediction

CG Keller, DM Gavrila - IEEE Transactions on Intelligent …, 2013 - ieeexplore.ieee.org
Future vehicle systems for active pedestrian safety will not only require a high recognition
performance but also an accurate analysis of the developing traffic situation. In this paper …

An Improved Algorithm for TV-L 1 Optical Flow

A Wedel, T Pock, C Zach, H Bischof… - Statistical and Geometrical …, 2009 - Springer
A look at the Middlebury optical flow benchmark [5] reveals that nowadays variational
methods yield the most accurate optical flow fields between two image frames. In this work …

[PDF][PDF] Anisotropic Huber-L1 Optical Flow.

M Werlberger, W Trobin, T Pock, A Wedel, D Cremers… - BMVC, 2009 - Citeseer
The presented work is motivated by the problem of restoring severely degraded historic
video material via an optical flow-based interpolation. In order to increase the robustness as …

Structure-and motion-adaptive regularization for high accuracy optic flow

A Wedel, D Cremers, T Pock… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
The accurate estimation of motion in image sequences is of central importance to numerous
computer vision applications. Most competitive algorithms compute flow fields by minimizing …

A variational approach to video registration with subspace constraints

R Garg, A Roussos, L Agapito - International journal of computer vision, 2013 - Springer
This paper addresses the problem of non-rigid video registration, or the computation of
optical flow from a reference frame to each of the subsequent images in a sequence, when …

Distance surface for event-based optical flow

M Almatrafi, R Baldwin, K Aizawa… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
We propose DistSurf-OF, a novel optical flow method for neuromorphic cameras.
Neuromorphic cameras (or event detection cameras) are an emerging sensor modality that …