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Recovering High Dynamic Range Radiance Maps from Photographs

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by Paul E. Debevec , Jitendra Malik
Citations:520 - 11 self
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BibTeX

@MISC{Debevec_recoveringhigh,
    author = {Paul E. Debevec and Jitendra Malik},
    title = {Recovering High Dynamic Range Radiance Maps from Photographs},
    year = {}
}

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Abstract

We present a method of recovering high dynamic range radiance maps from photographs taken with conventional imaging equipment. In our method, multiple photographs of the scene are taken with different amounts of exposure. Our algorithm uses these differently exposed photographs to recover the response function of the imaging process, up to factor of scale, using the assumption of reciprocity. With the known response function, the algorithm can fuse the multiple photographs into a single, high dynamic range radiance map whose pixel values are proportional to the true radiance values in the scene. We demonstrate our method on images acquired with both photochemical and digital imaging processes. We discuss how this work is applicable in many areas of computer graphics involving digitized photographs, including image-based modeling, image compositing, and image processing. Lastly, we demonstrate a few applications of having high dynamic range radiance maps, such as synthesizing realistic motion blur and simulating the response of the human visual system.

Citations

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913 Light Field Rendering - LEVOY, HANRAHAN - 1996
775 Modeling and Rendering Architecture from Photographs: A hybrid geometry and image-based approach - Debevec, Taylor, et al. - 1996
732 The Lumigraph - GORTLER, GRZESZCZUK, et al. - 1996
605 Plenoptic modeling: An image-based rendering system - McMillan, Bishop - 1995
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403 Quicktime VR - An Image-Based Approach to Virtual Environment Navigation - Chen
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137 A model of visual adaptation for realistic image synthesis - Ferwerda, Pattanaik, et al. - 1996
135 Tone reproduction for realistic images - Tumblin, Rushmeier - 1993
116 On being ‘undigital’ with digital cameras: Extending dynamic range by combining differently exposed pictures - Mann, Picard - 1995
83 3-d scene representation as a collection of images - Laveau, Faugeras - 1994
66 Quantization techniques for the visualization of high dynamic range pictures - SCHLICK - 1994
62 P.: A Realistic Camera Model for Computer Graphics - KOLB, MITCHELL, et al. - 1995
22 A Visibility Matching Tone Reproduction Operator for High Dynamic Range Scenes - Ward, Rushmeier, et al. - 1997
18 Extended Intensity Range Imaging - Madden - 1993
17 Solid-State Imaging with Charge-Coupled Devices - Theuwissen - 1995
5 The Theory of the Photographic Process - James - 1977
2 Photography Sensitivity: Theory and Mechanisms - Tani - 1995
1 Basic Photo, 1st ed - ADAMS - 1970
1 IES Lighting Handbook; the standard lighting guide, 7th ed. Illuminating Engineering - KAUFMAN, Ed - 1987
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