Robust Image Registration with Global Intensity Transformation

Ruano Sáinz, Susana and Gallego Bonet, Guillermo and Yezzi, Anthony and Cuevas Rodríguez, Carlos and García Santos, Narciso (2015). Robust Image Registration with Global Intensity Transformation. In: "IEEE International Symposium on Consumer Electronics", June 24-26, 2015, Madrid, Spain.

Description

Title: Robust Image Registration with Global Intensity Transformation
Author/s:
  • Ruano Sáinz, Susana
  • Gallego Bonet, Guillermo
  • Yezzi, Anthony
  • Cuevas Rodríguez, Carlos
  • García Santos, Narciso
Item Type: Presentation at Congress or Conference (Speech)
Event Title: IEEE International Symposium on Consumer Electronics
Event Dates: June 24-26, 2015
Event Location: Madrid, Spain
Title of Book: Proceedings of the IEEE International Symposium on Consumer Electronics
Date: 2015
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

Full text

[img]
Preview
PDF - Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (2MB) | Preview

Abstract

This paper presents a registration method for images with global illumination variations. The method is based on a joint iterative optimization (geometric and photometric) of the L1 norm of the intensity error. Two strategies are compared to directly find the appropriate intensity transformation within each iteration: histogram specification and the solution obtained by analyzing the necessary optimality conditions. Such strategies reduce the search space of the joint optimization to that of the geometric transformation between the images.

More information

Item ID: 37366
DC Identifier: http://oa.upm.es/37366/
OAI Identifier: oai:oa.upm.es:37366
Deposited by: Susana Ruano Sainz
Deposited on: 31 Aug 2015 08:02
Last Modified: 31 Aug 2015 08:02
  • Logo InvestigaM (UPM)
  • Logo GEOUP4
  • Logo Open Access
  • Open Access
  • Logo Sherpa/Romeo
    Check whether the anglo-saxon journal in which you have published an article allows you to also publish it under open access.
  • Logo Dulcinea
    Check whether the spanish journal in which you have published an article allows you to also publish it under open access.
  • Logo de Recolecta
  • Logo del Observatorio I+D+i UPM
  • Logo de OpenCourseWare UPM