Optical Flow Estimation: An Error Analysis of Gradient-Based Methods with Local Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Motion Field and Optical Flow: Qualitative Properties
IEEE Transactions on Pattern Analysis and Machine Intelligence
On a Constraint Equation for the Estimation of Displacement Rates in Image Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
From Images to Surfaces: A Computational Study of the Human Early Visual System
From Images to Surfaces: A Computational Study of the Human Early Visual System
Computing Optical Flow with Physical Models of Brightness Variation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optical Flow in Log-Mapped Image Plane-A New Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adjusting Shape Parameters Using Model-Based Optical Flow Residuals
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
Optical Flow in Log-mapped Image Plane (A New Approach)
RobVis '01 Proceedings of the International Workshop on Robot Vision
Reliable Estimates of the Sea Surface Heat Flux from Image Sequences
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Motion and structure from multiple cues; image motion, shading flow, and stereo disparity
Computer Vision and Image Understanding
Computation of optical flow under non-uniform brightness variations
Pattern Recognition Letters
Ego-Motion Estimation and 3D Model Refinement in Scenes with Varying Illumination
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Accurate optical flow computation under non-uniform brightness variations
Computer Vision and Image Understanding
Hardware implementation of optical flow constraint equation using FPGAs
Computer Vision and Image Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence
On robustness and localization accuracy of optical flow computation for underwater color images
Computer Vision and Image Understanding
Using quasi-continuous histograms for fuzzy main motion estimation in video sequence
Fuzzy Sets and Systems
Performance characterization in computer vision: A guide to best practices
Computer Vision and Image Understanding
Generalized Least Squares-Based Parametric Motion Estimation Under Non-uniform Illumination Changes
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Accurate optical flow computation under non-uniform brightness variations
Computer Vision and Image Understanding
Hardware implementation of optical flow constraint equation using FPGAs
Computer Vision and Image Understanding
Expression-invariant face recognition with constrained optical flow warping
IEEE Transactions on Multimedia
Robust motion estimation under varying illumination
Image and Vision Computing
Illumination-robust variational optical flow with photometric invariants
Proceedings of the 29th DAGM conference on Pattern recognition
International Journal of Computer Vision
Optimal detection and tracking of feature points using mutual information
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An optical flow-based approach to robust face recognition under expression variations
IEEE Transactions on Image Processing
Technical Section: Realistic cloth augmentation in single view video under occlusions
Computers and Graphics
Illumination-robust variational optical flow using cross-correlation
Computer Vision and Image Understanding
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Homotopy-based computation of defocus blur and affine transform
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Using line scan camera for material cutting
VIS'08 Proceedings of the 1st WSEAS international conference on Visualization, imaging and simulation
Feature points tracking: robustness to specular highlights and lighting changes
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Sparse Occlusion Detection with Optical Flow
International Journal of Computer Vision
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
| Hi-index | 0.15 |
Optical flow has been commonly defined as the apparent motion of image brightness patterns in an image sequence. In this paper, we propose a revised definition to overcome shortcomings in interpreting optical flow merely as a geometric transformation field. The new definition is a complete representation of geometric and radiometric variations in dynamic imagery. We argue that this is more consistent with the common interpretation of optical flow induced by various scene events. This leads to a general framework for the investigation of problems in dynamic scene analysis, based on the integration and unified treatment of both geometric and radiometric cues in time-varying imagery. We discuss selected models, including the generalized dynamic image model in [21], for the estimation of optical flow. We show how various 3D scene information are encoded in, and thus may be extracted from, the geometric and radiometric components of optical flow. We provide selected examples based on experiments with real images.