Region-based reconstruction for face hallucination

Jeong Seon Park; Junseak Lee; Seong Whan Lee

doi:10.1007/978-3-540-69423-6_5

Region-based reconstruction for face hallucination

Jeong Seon Park, Junseak Lee, Seong Whan Lee

Department of Brain and Cognitive Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference 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 language	English
Title of host publication	Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings
Pages	44-53
Number of pages	10
Edition	PART 1
DOIs	https://doi.org/10.1007/978-3-540-69423-6_5
Publication status	Published - 2007
Event	13th International Multimedia Modeling Conference, MMM 2007 - Singapore, Singapore Duration: 2007 Jan 9 → 2007 Jan 12

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 1
Volume	4351 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	13th International Multimedia Modeling Conference, MMM 2007
Country/Territory	Singapore
City	Singapore
Period	07/1/9 → 07/1/12

Keywords

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

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/978-3-540-69423-6_5

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

Region-based reconstruction for face hallucination. / Park, Jeong Seon; Lee, Junseak; Lee, Seong Whan.

Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings. PART 1. ed. 2007. p. 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Park, JS, Lee, J & Lee, SW 2007, Region-based reconstruction for face hallucination. in Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings. PART 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 1, vol. 4351 LNCS, pp. 44-53, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, Singapore, 07/1/9. https://doi.org/10.1007/978-3-540-69423-6_5

Park JS, Lee J, Lee SW. Region-based reconstruction for face hallucination. In Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings. PART 1 ed. 2007. p. 44-53. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1). doi: 10.1007/978-3-540-69423-6_5

Park, Jeong Seon ; Lee, Junseak ; Lee, Seong Whan. / Region-based reconstruction for face hallucination. Advances in Multimedia Modeling - 13th International Multimedia Modeling Conference, MMM 2007, Proceedings. PART 1. ed. 2007. pp. 44-53 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 1).

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Region-based reconstruction for face hallucination

Abstract

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Keywords

ASJC Scopus subject areas

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