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Bilateral filter

About: Bilateral filter is a research topic. Over the lifetime, 3500 publications have been published within this topic receiving 75582 citations.


Papers
More filters
01 Jan 2004
TL;DR: Bilateral filtering is applied in spatio-temporal domain and provides control over the level of details in reconstructed lighting and proves to be efficient in preserving sharp features in lighting which is in particular important for high-quality caustic reconstruction.
Abstract: Photon tracing and density estimation are well established techniques in global illumination computation and rendering of high-quality animation sequences. Using traditional density estimation techniques it is difficult to remove stochastic noise inherent for photon-based methods while avoiding overblurring lighting details. In this paper we investigate the use of bilateral filtering for lighting reconstruction based on the local density of photon hit points. Bilateral filtering is applied in spatio-temporal domain and provides control over the level-of-details in reconstructed lighting. All changes of lighting below this level are treated as stochastic noise and are suppressed. Bilateral filtering proves to be efficient in preserving sharp features in lighting which is in particular important for high-quality caustic reconstruction. Also, flickering between subsequent animation frames is substantially reduced due to extending bilateral filtering into temporal domain

14 citations

Patent
20 Jun 2008
TL;DR: In this paper, the authors describe a method for filtering an input image with a bilateral filter to produce an output image, which includes a spatial filter and a range filter, each of which is associated with a coefficient indicating a number of pixels in the specified range and an index to the coefficient.
Abstract: The current invention describes a method for filtering an input image with a bilateral filter to produce an output image. The bilateral filter includes a spatial filter and a range filter. The method comprising the steps of: constructing an integral histogram from an input image including pixels, and wherein each pixel has an intensity; applying, for each pixel, the spatial filter to the integral histogram to produce a local histogram, each local histogram having a bin for a specified range of intensities of the pixels, each bin associated with a coefficient indicating a number of pixels in the specified range and an index to the coefficient; subtracting, for each bin in each local histogram, an intensity of the pixel from each index of the bin to produce a difference value; applying, for each bin, the range filter to each difference value to produce a response; scaling, each response by the corresponding coefficient to produce a scaled response; summing, for each local histogram, the scaled responses to produce a local response for the local histogram; summing, for each local histogram, the coefficients to produce a sum of the coefficient; and dividing, for each pixel, the local response by the sum of the coefficients to produce a response for the bilateral filter, which forms an output image.

14 citations

Patent
Kosuke Nishihara1
27 Mar 2009
TL;DR: A deblocking filtering processor as mentioned in this paper includes a deblocking filter with a typical filter intensity calculation section and typical filter smoothing for pixel values included in a plurality of pixel lines crossing a block boundary.
Abstract: A deblocking filtering processor includes a first deblocking filtering section provided with a typical filter intensity calculation section and a typical filter section. The typical filter intensity calculation section selects a predetermined pixel line among a plurality of pixel lines crossing a block boundary as a typical pixel line for decoded image data of a moving image that are coded in units of blocks, and performs a filter intensity calculation to obtain a typical filter intensity on the basis of pixel values included in the typical pixel line. The typical filter section provides smoothing for pixel values included in the plurality of pixel lines on the basis of the typical filter intensity.

14 citations

Patent
29 Aug 2006
TL;DR: In this paper, a method and apparatus for interpolating image information obtains pixel information for a plurality of pixels surrounding a location of a pixel to be interpolated, whether the pixel is a missing pixel or an existing pixel whose color or intensity information is to be changed.
Abstract: A method and apparatus for interpolating image information obtains pixel information for a plurality of pixels surrounding a location of a pixel to be interpolated, whether the pixel is a missing pixel or an existing pixel whose color or intensity information is to be changed, and applies a gradient square tensor operation on a plurality of surrounding pixels to determine if the pixel to be interpolated is part of a geometric feature. If it is determined that the interpolated pixel is part of a geometric feature, such as a diagonal line or other suitable geometric feature, the method and apparatus uses pixel information from at least some of the surrounding pixels that are also determined to be the in geometric feature. This may be performed on a group of pixel basis and may include, for example, utilizing a block or kernel of pixels and a moving window of blocks of pixels to utilize the plurality of surrounding pixels.

14 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
202321
202257
2021116
2020145
2019203
2018204