DocumentCode
2389549
Title
Interactive Poisson photometric propagation for facial composite
Author
Liu, Jianyi ; Mei, Kuizhi ; Ge, Chenyang ; Zheng, Nanning
Author_Institution
Inst. of Artificial Intell. & Robot., Xi´´an Jiaotong Univ., Xi´´an, China
fYear
2011
fDate
17-19 June 2011
Firstpage
121
Lastpage
126
Abstract
In image composition, the inconsistent illumination of the source images is one of the major problems for seamless stitching of separated patches. The Poisson image editing is a sound technique for seamless image composition. In this paper, we have generalized and improved this technique and applied it onto solving the illumination discontinuity problem for facial image composition. Toward stitched image with patches of arbitrary shapes and number, an extended Poisson equation is proposed. To solve this equation efficiently, a layer-based Poisson solution propagation algorithm is designed. Based on above, an interactive photometric alignment system for facial compositing image is built. In the experiments, the photometric propagation effects with respect to user´s selections are compared. Its time performance is also investigated. The experimental results verified the effectiveness and efficiency of the proposed method.
Keywords
Poisson equation; face recognition; lighting; Poisson image editing; extended Poisson equation; facial composite; facial image composition; illumination discontinuity problem; inconsistent illumination; interactive photometric alignment system; interactive poisson photometric propagation; layer-based Poisson solution propagation algorithm; seamless image composition; seamless stitching; sound technique; Algorithm design and analysis; Equations; Face; Lighting; Pixel; Poisson equations; Sparse matrices; Poisson equation; facial composite; interactive image editing; photometric alignment; propagation algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Access Spaces (ISAS), 2011 1st International Symposium on
Conference_Location
Yokohama
Print_ISBN
978-1-4577-0716-2
Electronic_ISBN
978-1-4577-0715-5
Type
conf
DOI
10.1109/ISAS.2011.5960932
Filename
5960932
Link To Document