DocumentCode
3489577
Title
Automatic closed eye correction
Author
Bazin, Jean-Charles ; Pham, Dang-Quang ; Kweon, Inso ; Yoon, Kuk-Jin
Author_Institution
RCV Lab., KAIST, Daejeon, South Korea
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
2433
Lastpage
2436
Abstract
On a large group picture, having all people open their eyes can turn out to be a difficult task for photographers. Therefore, in this paper, we describe an original method to automatically correct closed eyes on everyday pictures. For this aim, we explore the combination possibilities of (1) active shape model (ASM) to detect facial features, such as eyes, nose and head shape, and (2) Poisson editing to clone open eyes seamlessly. To improve the performance of seamless cloning, we suggest a pre-processing method that adjusts skin luminosity between two pictures. A nearest neighbor-based search to find the best suited pair of eyes among a set of donor candidates is also presented. We applied the proposed algorithm on several pictures and obtained very natural results, which demonstrates the validity of our approach.
Keywords
feature extraction; photography; Poisson editing; active shape model; automatic closed eye correction; facial feature detection; nearest neighbor-based search; photographers; seamless cloning; skin luminosity; Active shape model; Cloning; Color; Eyes; Face detection; Facial features; Head; Nose; Principal component analysis; Skin; Poisson editing; closed eyes correction; facial features;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414163
Filename
5414163
Link To Document