Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision
Image-based modeling and photo editing
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Digital Picture Processing
Fast bilateral filtering for the display of high-dynamic-range images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
Non-iterative, feature-preserving mesh smoothing
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
The trilateral filter for high contrast images and meshes
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Digital photography with flash and no-flash image pairs
ACM SIGGRAPH 2004 Papers
Flash photography enhancement via intrinsic relighting
ACM SIGGRAPH 2004 Papers
Capture of hair geometry from multiple images
ACM SIGGRAPH 2004 Papers
Video enhancement using per-pixel virtual exposures
ACM SIGGRAPH 2005 Papers
On the origin of the bilateral filter and ways to improve it
IEEE Transactions on Image Processing
Feature-preserving non-local denoising of static and time-varying range data
Proceedings of the 2007 ACM symposium on Solid and physical modeling
ACM SIGGRAPH 2007 papers
Real-time edge-aware image processing with the bilateral grid
ACM SIGGRAPH 2007 papers
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2007 courses
Edge-preserving decompositions for multi-scale tone and detail manipulation
ACM SIGGRAPH 2008 papers
Adaptive feature-preserving non-local denoising of static and time-varying range data
Computer-Aided Design
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2008 classes
A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach
International Journal of Computer Vision
An intuitive model of perceptual grouping for HCI design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Gaussian KD-trees for fast high-dimensional filtering
ACM SIGGRAPH 2009 papers
Edge-avoiding wavelets and their applications
ACM SIGGRAPH 2009 papers
A Gradient-Based Adaptive Interpolation Filter for Multiple View Synthesis
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
RAM-based tone mapping for high dynamic range images
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
ACM SIGGRAPH ASIA 2009 Courses
Nonlinear disparity mapping for stereoscopic 3D
ACM SIGGRAPH 2010 papers
Smoothed local histogram filters
ACM SIGGRAPH 2010 papers
Applying local cooccurring patterns for object detection from aerial images
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Diffusion maps for edge-aware image editing
ACM SIGGRAPH Asia 2010 papers
Accelerating spatially varying Gaussian filters
ACM SIGGRAPH Asia 2010 papers
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Real-time specular highlight removal using bilateral filtering
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Perceptually based tone mapping for low-light conditions
ACM SIGGRAPH 2011 papers
ACM SIGGRAPH 2011 papers
On Semi-implicit Splitting Schemes for the Beltrami Color Image Filtering
Journal of Mathematical Imaging and Vision
Saliency-based fidelity adaptation preprocessing for video coding
Journal of Computer Science and Technology - Special issue on natural language processing
Image smoothing via L0 gradient minimization
Proceedings of the 2011 SIGGRAPH Asia Conference
Fast bilateral filter for HDR imaging
Journal of Visual Communication and Image Representation
Efficient image/video retexturing using parallel bilateral grids
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Reference-guided exposure fusion in dynamic scenes
Journal of Visual Communication and Image Representation
High-level synthesis: productivity, performance, and software constraints
Journal of Electrical and Computer Engineering - Special issue on ESL Design Methodology
A Low-Memory, Straightforward and Fast Bilateral Filter Through Subsampling in Spatial Domain
Computer Graphics Forum
Sparse PDF maps for non-linear multi-resolution image operations
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Structure extraction from texture via relative total variation
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Automatic hepatocyte quantification from histological images: comparing pre-smoothing filters
EG VCBM'08 Proceedings of the First Eurographics conference on Visual Computing for Biomedicine
VEA 2012: Interactive image/video retexturing using GPU parallelism
Computers and Graphics
Bi-affinity filter: a bilateral type filter for color images
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
21/2D scene reconstruction of indoor scenes from single RGB-D images
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Cross anisotropic cost volume filtering for segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
A sparse control model for image and video editing
ACM Transactions on Graphics (TOG)
CAD/Graphics 2013: Feature-preserving filtering with L0 gradient minimization
Computers and Graphics
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The bilateral filter is a nonlinear filter that smoothes a signal while preserving strong edges. It has demonstrated great effectiveness for a variety of problems in computer vision and computer graphics, and a fast version has been proposed. Unfortunately, little is known about the accuracy of such acceleration. In this paper, we propose a new signal-processing analysis of the bilateral filter, which complements the recent studies that analyzed it as a PDE or as a robust statistics estimator. Importantly, this signal-processing perspective allows us to develop a novel bilateral filtering acceleration using a downsampling in space and intensity. This affords a principled expression of the accuracy in terms of bandwidth and sampling. The key to our analysis is to express the filter in a higher-dimensional space where the signal intensity is added to the original domain dimensions. The bilateral filter can then be expressed as simple linear convolutions in this augmented space followed by two simple nonlinearities. This allows us to derive simple criteria for downsampling the key operations and to achieve important acceleration of the bilateral filter. We show that, for the same running time, our method is significantly more accurate than previous acceleration techniques.