Open AccessOn Numerical Implementation of the Laplace Equation-Based Image Inpainting
Author(s) -
Le Thi Thanh,
Dang N. H. Thanh,
Nguyen Minh Hue,
Ha Nguyen Thuy Linh,
V. B. Surya Prasath
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1022/1/012034
Subject(s) - inpainting , image (mathematics) , feature (linguistics) , laplace transform , focus (optics) , computer science , artificial intelligence , computer vision , laplace's equation , image quality , algorithm , mathematics , partial differential equation , mathematical analysis , optics , philosophy , linguistics , physics
In the current study, we focus on the development of a numerical algorithm for the Laplace equation-based image inpainting problem. A software program to implement the proposed algorithm is also developed. In experiments, the proposed method recovered corrupted images effectively. It can also remove defects as well as unnecessary objects successfully. The program provides an effective, convenient, and easy solution to perform the image inpainting in practical tasks. It also provides a useful feature to assess image quality after processing with both full reference and blind image quality assessment.