Title
Radiometric Transfer: Example‐based Radiometric Linearization of Photographs
Abstract
We present an example-based approach for radiometrically linearizing photographs that takes as input a radiometrically linear exemplar image and a target regular uncalibrated image of the same scene, possibly from a different viewpoint and/or under different lighting. The output of our method is a radiometrically linearized version of the target image. Modeling the change in appearance of a small image patch seen from a different viewpoint and/or under different lighting as a linear 1D subspace, allows us to recast radiometric transfer in a form similar to classic radiometric calibration from exposure stacks. The resulting radiometric transfer method is lightweight and easy to implement. We demonstrate the accuracy and validity of our method on a variety of scenes.
Year
DOI
Venue
2015
10.1111/cgf.12683
COMPUTER GRAPHICS FORUM
Keywords
Field
DocType
Categories and Subject Descriptors (according to ACM CCS),I,3,8 [Computer Graphics]: Applications,I,4,1 [Image Processing and Computer Vision]: Digitization and Image CaptureRadiometry
Radiometric dating,Computer vision,Radiometric calibration,Computer graphics (images),Subspace topology,Computer science,Image processing,Radiometry,Artificial intelligence,Linearization
Journal
Volume
Issue
ISSN
34.0
4.0
0167-7055
Citations 
PageRank 
References 
2
0.38
20
Authors
2
Name
Order
Citations
PageRank
Han Li160.78
Pieter Peers2110955.34