Region-based reconstruction for face hallucination

Jeong Seon Park, Junseak Lee, Seong Whan Lee

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

Abstract

This paper proposes a new method for synthesizing high resolution faces from single-frame low-resolution facial images, using a region-based reconstruction method of an extended morphable face model. In the method, we suppose that any noble facial image can be reconstructed by a linear combination of prototypes obtained from training facial images. Then, in order to maintain the local characteristics of local facial regions, we apply a region-based reconstruction method. The encouraging results show that the proposed methods can be used to improve the performance of face recognition systems, particularly to enhance the resolution of facial images captured from visual surveillance systems.

Original languageEnglish
Title of host publicationAdvances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings
Pages44-53
Number of pages10
EditionPART 1
DOIs
Publication statusPublished - 2007
Event13th International Multimedia Modeling Conference, MMM 2007 - Singapore, Singapore
Duration: 2007 Jan 92007 Jan 12

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume4351 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other13th International Multimedia Modeling Conference, MMM 2007
CountrySingapore
CitySingapore
Period07/1/907/1/12

Keywords

  • Example-based reconstruction
  • Extended morphable face model
  • Face hallucination
  • Face recognition
  • Super-resolution

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'Region-based reconstruction for face hallucination'. Together they form a unique fingerprint.

  • Cite this

    Park, J. S., Lee, J., & Lee, S. W. (2007). Region-based reconstruction for face hallucination. In Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings (PART 1 ed., pp. 44-53). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4351 LNCS, No. PART 1). https://doi.org/10.1007/978-3-540-69423-6_5