IEEE Transactions on Pattern Analysis and Machine Intelligence
Nonlinear total variation based noise removal algorithms
Proceedings of the eleventh annual international conference of the Center for Nonlinear Studies on Experimental mathematics : computational issues in nonlinear science: computational issues in nonlinear science
Real-time quantized optimal flow
Real-Time Imaging - Special issue on computer vision motion analysis
Computing optical flow via variational techniques
SIAM Journal on Applied Mathematics
Hierarchical Estimation and Segmentation of Dense Motion Fields
International Journal of Computer Vision
An Algorithm for Total Variation Minimization and Applications
Journal of Mathematical Imaging and Vision
Real-Time Motion Estimation and Visualization on Graphics Cards
VIS '04 Proceedings of the conference on Visualization '04
Structure-Texture Image Decomposition--Modeling, Algorithms, and Parameter Selection
International Journal of Computer Vision
Highly Accurate Optic Flow Computation with Theoretically Justified Warping
International Journal of Computer Vision
International Journal of Computer Vision
Fast Global Minimization of the Active Contour/Snake Model
Journal of Mathematical Imaging and Vision
Variational optical flow computation in real time
IEEE Transactions on Image Processing
Combining Densely Sampled Form and Motion for Human Action Recognition
Proceedings of the 30th DAGM symposium on Pattern Recognition
An Unbiased Second-Order Prior for High-Accuracy Motion Estimation
Proceedings of the 30th DAGM symposium on Pattern Recognition
Efficient Dense Scene Flow from Sparse or Dense Stereo Data
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
Compensation of Motion Artifacts for Time-of-Flight Cameras
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
Video Super Resolution Using Duality Based TV-L1 Optical Flow
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Residual Images Remove Illumination Artifacts!
Proceedings of the 31st DAGM Symposium on Pattern Recognition
On a Decomposition Model for Optical Flow
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Active matching for visual tracking
Robotics and Autonomous Systems
Two Step Variational Method for Subpixel Optical Flow Computation
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Optimization strategies for high-performance computing of optical-flow in general-purpose processors
IEEE Transactions on Circuits and Systems for Video Technology
A Comparison Study on Implementing Optical Flow and Digital Communications on FPGAs and GPUs
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
A duality based algorithm for TV-L¹-optical-flow image registration
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Illumination-robust variational optical flow using cross-correlation
Computer Vision and Image Understanding
Variational optic flow on the Sony PlayStation 3
Journal of Real-Time Image Processing
Efficient video breakup detection and verification
Proceedings of the 3rd international workshop on Automated information extraction in media production
Dense point trajectories by GPU-accelerated large displacement optical flow
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Dense, robust, and accurate motion field estimation from stereo image sequences in real-time
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Convex relaxation for multilabel problems with product label spaces
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Real-time dense geometry from a handheld camera
Proceedings of the 32nd DAGM conference on Pattern recognition
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Variational method for super-resolution optical flow
Signal Processing
Spatial-temporal motion compensation based video super resolution
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Temporal feature weighting for prototype-based action recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging
Journal of Mathematical Imaging and Vision
International Journal of Computer Vision
Real-time estimation of optical flow based on optimized haar wavelet features
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
From optical flow to tracking objects on movie videos
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Robust trajectory-space TV-L1 optical flow for non-rigid sequences
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Intermediate flow field filtering in energy based optic flow computations
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
TV-L1 optical flow for vector valued images
EMMCVPR'11 Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition
Stereoscopic Scene Flow Computation for 3D Motion Understanding
International Journal of Computer Vision
Foreground prediction for bilayer segmentation of videos
Pattern Recognition Letters
Illumination-robust dense optical flow using census signatures
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Illumination invariant cost functions in semi-global matching
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume part II
A Variational Framework for Structure from Motion in Omnidirectional Image Sequences
Journal of Mathematical Imaging and Vision
Space variant representations for mobile platform vision applications
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Choreographing amateur performers using video examples
SIGGRAPH Asia 2011 Posters
Efficient image/video retexturing using parallel bilateral grids
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia
Dense versus Sparse Approaches for Estimating the Fundamental Matrix
International Journal of Computer Vision
On-Board monocular vision system pose estimation through a dense optical flow
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Towards plenoptic raumzeit reconstruction
Proceedings of the 2010 international conference on Video Processing and Computational Video
Two algorithms for motion estimation from alternate exposure images
Proceedings of the 2010 international conference on Video Processing and Computational Video
Mid-level segmentation and segment tracking for long-range stereo analysis
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Evaluation of a new coarse-to-fine strategy for fast semi-global stereo matching
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Video composition by optimized 3D mean-value coordinates
Computer Animation and Virtual Worlds
Extracting fluid from a video for efficient post-production
Proceedings of the Digital Production Symposium
A loop-consistency measure for dense correspondences in multi-view video
Image and Vision Computing
Improving dense image correspondence estimation with interactive user guidance
Proceedings of the 20th ACM international conference on Multimedia
Approximate regularization for structural optical flow estimation
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Efficient nonlocal regularization for optical flow
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Stixels motion estimation without optical flow computation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
An evaluation framework for stereo-based driver assistance
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
VEA 2012: Interactive image/video retexturing using GPU parallelism
Computers and Graphics
Integrating approximate depth data into dense image correspondence estimation
Proceedings of the 9th European Conference on Visual Media Production
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Parallel generalized thresholding scheme for live dense geometry from a handheld camera
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Proximity algorithms for the L1/TV image denoising model
Advances in Computational Mathematics
Dynamic scene understanding by improved sparse topical coding
Pattern Recognition
Apparent resolution enhancement for animations
Proceedings of the 27th Spring Conference on Computer Graphics
Video segmentation with superpixels
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Iterative semi-global matching for robust driver assistance systems
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Hierarchical scan-line dynamic programming for optical flow using semi-global matching
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Proceedings of the 50th Annual Design Automation Conference
A Novel Space Variant Image Representation
Journal of Mathematical Imaging and Vision
On improving the robustness of variational optical flow against illumination changes
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
Approximate inference for spatial functional data on massively parallel processors
Computational Statistics & Data Analysis
A Super-Resolution Framework for High-Accuracy Multiview Reconstruction
International Journal of Computer Vision
International Journal of Computer Vision
Low-cost sensor to detect overtaking based on optical flow
Machine Vision and Applications
Estimating scene flow using an interconnected patch surface model with belief-propagation inference
Computer Vision and Image Understanding
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Variational methods are among the most successful approaches to calculate the optical flow between two image frames. A particularly appealing formulation is based on total variation (TV) regularization and the robust L1 norm in the data fidelity term. This formulation can preserve discontinuities in the flow field and offers an increased robustness against illumination changes, occlusions and noise. In this work we present a novel approach to solve the TV-L1 formulation. Our method results in a very efficient numerical scheme, which is based on a dual formulation of the TV energy and employs an efficient point-wise thresholding step. Additionally, our approach can be accelerated by modern graphics processing units. We demonstrate the real-time performance (30 fps) of our approach for video inputs at a resolution of 320 × 240 pixels.