High-Quality Still Images from Video Frame Sequences

T. Daubos, F. Murtagh

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This article tackles the classic super-resolution (SR) problem1 of obtaining a high-resolution (HR) still image from a sequence of low-resolution (LR) images that have been warped and sub-sampled. The goal here is to recover frequencies higher than the Nyquist frequency by merging the LR information. We focus on the critical step of the SR process before any fusion technique can be applied which consists of the registration of LR images with an arbitrary reference image at sub-pixel accuracy. We propose a registration algorithm for color images, derived from the one described by Djamdji and Bijaoui in Ref. 2. This algorithm achieves automatic feature-based registration at sub-pixel accuracy. It seeks to take advantage of the multi-band (RGB) information in a color image to improve the robustness and accuracy compared to more usual greyscale registration. The fusion of the data from LR images into a higher resolution image is then carried out through thin plate spline interpolation. The results show the algorithm's performance for simulated image sets. The influence of several parameters on the registration algorithm is described.

Original languageEnglish
Title of host publicationInvestigative Image Processing II
EditorsZeno J. Geradts, Lenny I. Rudin
PublisherSPIE
Pages49-59
Number of pages11
Volume4709
ISBN (Print)0819444596, 9780819444592
DOIs
Publication statusPublished - 19 Jul 2002
Externally publishedYes
EventInvestigate Image Processing II - Orlando, United States
Duration: 1 Apr 20025 Apr 2002
Conference number: 2

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
PublisherSPIE
Volume4709
ISSN (Print)0277-786X

Conference

ConferenceInvestigate Image Processing II
CountryUnited States
CityOrlando
Period1/04/025/04/02

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Cite this

Daubos, T., & Murtagh, F. (2002). High-Quality Still Images from Video Frame Sequences. In Z. J. Geradts, & L. I. Rudin (Eds.), Investigative Image Processing II (Vol. 4709, pp. 49-59). (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 4709). SPIE. https://doi.org/10.1117/12.474738