TY - JOUR
T1 - Interactive poisson photometric propagation for facial composite
AU - Liu, Jianyi
AU - Mei, Kuizhi
AU - Wang, Fangfang
AU - Zheng, Nanning
PY - 2013
Y1 - 2013
N2 - 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, number, and severe photometric discrepancy, an extended Poisson equation is proposed and formulated into a linear equation problem. To solve this equation efficiently, a layer-based Poisson solution propagation algorithm is designed. Based on it, an interactive photometric alignment system for facial compositing image is built. In the experiments, the photometric propagation effects with respect to the standard Poisson editing and other relevant algorithms are compared. Its time performance is also investigated. The experimental results verified the effectiveness and efficiency of the proposed method.
AB - 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, number, and severe photometric discrepancy, an extended Poisson equation is proposed and formulated into a linear equation problem. To solve this equation efficiently, a layer-based Poisson solution propagation algorithm is designed. Based on it, an interactive photometric alignment system for facial compositing image is built. In the experiments, the photometric propagation effects with respect to the standard Poisson editing and other relevant algorithms are compared. Its time performance is also investigated. The experimental results verified the effectiveness and efficiency of the proposed method.
KW - Facial composite
KW - Interactive image editing
KW - Photometric alignment
KW - Poisson equation
KW - Propagation algorithm
UR - https://www.scopus.com/pages/publications/84876566177
U2 - 10.4304/jmm.8.2.153-160
DO - 10.4304/jmm.8.2.153-160
M3 - 文章
AN - SCOPUS:84876566177
SN - 1796-2048
VL - 8
SP - 153
EP - 160
JO - Journal of Multimedia
JF - Journal of Multimedia
IS - 2
ER -