TY - GEN
T1 - Edge-enhanced GAN with Vanishing Points for Image Inpainting
AU - Masaoka, Kei
AU - Sari, Irawati Nurmala
AU - Du, Weiwei
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Reconstructing the damaged images with perspective views has an extensive range in the field of image inpainting. However, most existing methods generated inadequately realistic restored images. Accomplishing this problem, we propose an edge-enhanced image generation model considering viewpoints. Our method applies edge map information to guide image generation based on the perspective views of an image using vanishing points detection. Texture synthesis will be presented as post-processing to complete the remaining missing regions. Experiment shows that our approach can generate perspective images with convincing details, such as indoor and outdoor facades.
AB - Reconstructing the damaged images with perspective views has an extensive range in the field of image inpainting. However, most existing methods generated inadequately realistic restored images. Accomplishing this problem, we propose an edge-enhanced image generation model considering viewpoints. Our method applies edge map information to guide image generation based on the perspective views of an image using vanishing points detection. Texture synthesis will be presented as post-processing to complete the remaining missing regions. Experiment shows that our approach can generate perspective images with convincing details, such as indoor and outdoor facades.
KW - edge map
KW - gan
KW - image inpainting
KW - vanishing points
UR - https://www.scopus.com/pages/publications/85149842708
U2 - 10.1109/SNPD-Summer57817.2022.00027
DO - 10.1109/SNPD-Summer57817.2022.00027
M3 - Conference contribution
AN - SCOPUS:85149842708
T3 - Proceedings - 2022 23rd ACIS International Summer Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD-Summer 2022
SP - 113
EP - 118
BT - Proceedings - 2022 23rd ACIS International Summer Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD-Summer 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd ACIS International Summer Virtual Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD-Summer 2022
Y2 - 4 July 2022 through 6 July 2022
ER -