Sorry, you need to enable JavaScript to visit this website.

facebooktwittermailshare

Edge-aware Context Encoder for Image Inpainting

Abstract: 

We present Edge-aware Context Encoder (E-CE): an image inpainting model which takes scene structure and context into account. Unlike previous CE which predicts the missing regions using context from entire image, E-CE learns to recover the texture according to edge structures, attempting to avoid context blending across boundaries. In our approach, edges are extracted from the masked image, and completed by a full-convolutional network. The completed edge map together with the original masked image are then input into the modified CE network to predict the missing region. The experiments demonstrate that E-CE can generate images with better shapes and structures than CE.

up
0 users have voted:

Paper Details

Authors:
Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang
Submitted On:
12 April 2018 - 9:37pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Liang Liao
Paper Code:
4370
Document Year:
2018
Cite

Document Files

Poster: Edge-aware Context Encoder for Image Inpainting

(81 downloads)

Subscribe

[1] Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang, "Edge-aware Context Encoder for Image Inpainting", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/2532. Accessed: Oct. 16, 2018.
@article{2532-18,
url = {http://sigport.org/2532},
author = {Liang Liao; Ruimin Hu; Jing Xiao; Zhongyuan Wang },
publisher = {IEEE SigPort},
title = {Edge-aware Context Encoder for Image Inpainting},
year = {2018} }
TY - EJOUR
T1 - Edge-aware Context Encoder for Image Inpainting
AU - Liang Liao; Ruimin Hu; Jing Xiao; Zhongyuan Wang
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/2532
ER -
Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang. (2018). Edge-aware Context Encoder for Image Inpainting. IEEE SigPort. http://sigport.org/2532
Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang, 2018. Edge-aware Context Encoder for Image Inpainting. Available at: http://sigport.org/2532.
Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang. (2018). "Edge-aware Context Encoder for Image Inpainting." Web.
1. Liang Liao, Ruimin Hu, Jing Xiao, Zhongyuan Wang. Edge-aware Context Encoder for Image Inpainting [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/2532