Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast bilateral filtering for the display of high-dynamic-range images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms
International Journal of Computer Vision
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Colorization using optimization
ACM SIGGRAPH 2004 Papers
A Closed Form Solution to Natural Image Matting
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
ACM SIGGRAPH 2007 papers
Real-time edge-aware image processing with the bilateral grid
ACM SIGGRAPH 2007 papers
A system for retargeting of streaming video
ACM SIGGRAPH Asia 2009 papers
GradientShop: A gradient-domain optimization framework for image and video filtering
ACM Transactions on Graphics (TOG)
Bilateral Filtering
Geodesic image and video editing
ACM Transactions on Graphics (TOG)
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
A Database and Evaluation Methodology for Optical Flow
International Journal of Computer Vision
Domain transform for edge-aware image and video processing
ACM SIGGRAPH 2011 papers
International Journal of Computer Vision
StereoBrush: interactive 2D to 3D conversion using discontinuous warps
Proceedings of the Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling
GPU-efficient recursive filtering and summed-area tables
Proceedings of the 2011 SIGGRAPH Asia Conference
Temporal prediction and spatial regularization in differential optical flow
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Bilateral filtering-based optical flow estimation with occlusion detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Temporally consistent disparity and optical flow via efficient spatio-temporal filtering
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Fast cost-volume filtering for visual correspondence and beyond
CVPR '11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition
Modeling temporal coherence for optical flow
ICCV '11 Proceedings of the 2011 International Conference on Computer Vision
Algorithm and VLSI architecture for real-time 1080p60 video retargeting
EGGH-HPG'12 Proceedings of the Fourth ACM SIGGRAPH / Eurographics conference on High-Performance Graphics
Example-based video color grading
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Dynamic hair manipulation in images and videos
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
A sparse control model for image and video editing
ACM Transactions on Graphics (TOG)
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We present an efficient and simple method for introducing temporal consistency to a large class of optimization driven image-based computer graphics problems. Our method extends recent work in edge-aware filtering, approximating costly global regularization with a fast iterative joint filtering operation. Using this representation, we can achieve tremendous efficiency gains both in terms of memory requirements and running time. This enables us to process entire shots at once, taking advantage of supporting information that exists across far away frames, something that is difficult with existing approaches due to the computational burden of video data. Our method is able to filter along motion paths using an iterative approach that simultaneously uses and estimates per-pixel optical flow vectors. We demonstrate its utility by creating temporally consistent results for a number of applications including optical flow, disparity estimation, colorization, scribble propagation, sparse data up-sampling, and visual saliency computation.