NDLI: Radiometric alignment of image sequences

Content Provider	IEEE Xplore Digital Library
Author	Seon Joo Kim Pollefeys, M.
Copyright Year	2004
Description	Author affiliation: Dept. of Comput. Sci., North Carolina Univ., Chapel Hill, NC, USA (Seon Joo Kim; Pollefeys, M.)
Abstract	Color values in an image are related to image irradiance by a nonlinear function called radiometric response function. Since this function depends on the aperture and the shutter speed, image intensity of a same object may vary during the acquisition of an image sequence due to auto exposure feature of the camera. While this is desirable to make optimal use of the limited dynamic range of most cameras, this causes problems for a number of applications in computer vision. In this paper we propose a method for estimating the radiometric response function and apply it to radiometrically align images so that the color values are consistent for all images of a sequence. Our approach computes the response function, exposure and white balance changes between images (up to some ambiguity) for a moving camera without any prior knowledge about exposures. We show the performance of our algorithm by estimating the response function from synthetic images and also from real world data, using it to radiometrically align the images.
Sponsorship	IEEE Comput. Soc
File Size	1030555
File Format	PDF
ISBN	0769521584
ISSN	10636919
DOI	10.1109/CVPR.2004.1315093
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-06-27
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Radiometry Image sequences Layout Dynamic range Computer vision Brightness Shape measurement Application software Digital cameras Iterative algorithms
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Robust Radiometric Calibration and Vignetting Correction

Determining the radiometric response function from a single grayscale image

Uncalibrated perspective reconstruction of deformable structures

Radiometric self calibration

View Dependent Enhancement of the Dynamic Range of Video

Radiometric calibration with illumination change for outdoor scene analysis

Homotopy-based computation of defocus blur and affine transform

Radiometric calibration using temporal irradiance mixtures

Joint Feature Tracking and Radiometric Calibration from Auto-Exposure Video

Radiometric alignment of image sequences

Similar Documents

Robust Radiometric Calibration and Vignetting Correction

Determining the radiometric response function from a single grayscale image

Uncalibrated perspective reconstruction of deformable structures

Radiometric self calibration

View Dependent Enhancement of the Dynamic Range of Video

Radiometric calibration with illumination change for outdoor scene analysis

Homotopy-based computation of defocus blur and affine transform

Radiometric calibration using temporal irradiance mixtures

Joint Feature Tracking and Radiometric Calibration from Auto-Exposure Video

Radiometric alignment of image sequences