Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
A fast level set method for propagating interfaces
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
Diffusions and Confusions in Signal and Image Processing
Journal of Mathematical Imaging and Vision
The Structure of Locally Orderless Images
International Journal of Computer Vision
Non-Linear Gaussian Filters Performing Edge Preserving Diffusion
Mustererkennung 1995, 17. DAGM-Symposium
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SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
Non-iterative, feature-preserving mesh smoothing
ACM SIGGRAPH 2003 Papers
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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
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Flash photography enhancement via intrinsic relighting
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Capture of hair geometry from multiple images
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Video enhancement using per-pixel virtual exposures
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Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast median and bilateral filtering
ACM SIGGRAPH 2006 Papers
Two-scale tone management for photographic look
ACM SIGGRAPH 2006 Papers
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Noise Estimation from a Single Image
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 1
Particle Video: Long-Range Motion Estimation using Point Trajectories
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Photoshop LAB Color: The Canyon Conundrum and Other Adventures in the Most Powerful Colorspace
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Real-time edge-aware image processing with the bilateral grid
ACM SIGGRAPH 2007 papers
Bilateral filtering-based optical flow estimation with occlusion detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
A fast approximation of the bilateral filter using a signal processing approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Retinex by two bilateral filters
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
IEEE Computer Graphics and Applications
A general framework for low level vision
IEEE Transactions on Image Processing
Efficient and reliable schemes for nonlinear diffusion filtering
IEEE Transactions on Image Processing
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On the origin of the bilateral filter and ways to improve it
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High Dynamic Range Imaging: Acquisition, Display, and Image-Based Lighting (The Morgan Kaufmann Series in Computer Graphics)
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Geodesic image and video editing
ACM Transactions on Graphics (TOG)
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Proceedings of the Conference on High Performance Graphics
Real-time spatiotemporal stereo matching using the dual-cross-bilateral grid
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Digital radiography using high dynamic range technique
MMACTEE'09 Proceedings of the 11th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Domain transform for edge-aware image and video processing
ACM SIGGRAPH 2011 papers
Effective color image retrieval based on the gaussian mixture model
CCIW'11 Proceedings of the Third international conference on Computational color imaging
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SIGGRAPH Asia 2011 Posters
Multidimensional image retargeting
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ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Adaptive guided image filtering for sharpness enhancement and noise reduction
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
A local variance-based bilateral filtering for artifact-free detail- and edge-preserving smoothing
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Decoupling algorithms from schedules for easy optimization of image processing pipelines
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
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ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Pattern Recognition Letters
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Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A Low-Memory, Straightforward and Fast Bilateral Filter Through Subsampling in Spatial Domain
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ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
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EGSR'11 Proceedings of the Twenty-second Eurographics conference on Rendering
Guided image filtering for interactive high-quality global illumination
EGSR'11 Proceedings of the Twenty-second Eurographics conference on Rendering
Modified bilateral filter for the restoration of noisy color images
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
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Depth enhancement by fusion for passive and active sensing
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Polyakov action minimization for efficient color image processing
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
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ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
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Image and Vision Computing
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SIGGRAPH Asia 2013 Technical Briefs
Racking focus and tracking focus on live video streams: a stereo solution
The Visual Computer: International Journal of Computer Graphics
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Journal of Signal Processing Systems
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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 fast versions have been proposed. Unfortunately, little is known about the accuracy of such accelerations. 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 statistical estimator. 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. Importantly, this signal-processing perspective allows us to develop a novel bilateral filtering acceleration using downsampling in space and intensity. This affords a principled expression of accuracy in terms of bandwidth and sampling. The bilateral filter can be expressed as linear convolutions in this augmented space followed by two simple nonlinearities. This allows us to derive criteria for downsampling the key operations and achieving important acceleration of the bilateral filter. We show that, for the same running time, our method is more accurate than previous acceleration techniques. Typically, we are able to process a 2 megapixel image using our acceleration technique in less than a second, and have the result be visually similar to the exact computation that takes several tens of minutes. The acceleration is most effective with large spatial kernels. Furthermore, this approach extends naturally to color images and cross bilateral filtering.