articleJul 1, 2002Closed access

Fast bilateral filtering for the display of high-dynamic-range images

Massachusetts Institute of Technology

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Abstract

We present a new technique for the display of high-dynamic-range images, which reduces the contrast while preserving detail. It is based on a two-scale decomposition of the image into a base layer, encoding large-scale variations, and a detail layer. Only the base layer has its contrast reduced, thereby preserving detail. The base layer is obtained using an edge-preserving filter called the bilateral filter. This is a non-linear filter, where the weight of each pixel is computed using a Gaussian in the spatial domain multiplied by an influence function in the intensity domain that decreases the weight of pixels with large intensity differences. We express bilateral filtering in the framework of robust…

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Authors

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Topics & keywords

Keywords
  • Bilateral filter
  • Tone mapping
  • Pixel
  • Filter (signal processing)
  • Computer science
  • High dynamic range
  • High-dynamic-range imaging
  • Gaussian
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