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

facebooktwittermailshare

Context-Aware Automatic Occlusion Removal

Abstract: 

Occlusion removal is an interesting application of image enhancement, for which, existing work suggests manually-
annotated or domain-specific occlusion removal. No work tries to address automatic occlusion detection and removal as a context-aware generic problem. In this paper, we present a novel methodology to identify objects that do not relate to the image context as occlusions and remove them, reconstructing the space occupied coherently. The proposed system detects occlusions by considering the relation between foreground and background object classes represented as vector embeddings, and removes them through inpainting. We test our system on COCO-Stuff dataset and conduct a user study to establish a baseline in context-aware automatic occlusion removal.

up
0 users have voted:

Paper Details

Authors:
Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo
Submitted On:
20 September 2019 - 9:19am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Dumindu Tissera
Paper Code:
2011
Document Year:
2019
Cite

Document Files

context aware automatic occlusion removal

(10)

ICIP_poster.pdf

(4)

Subscribe

[1] Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo, "Context-Aware Automatic Occlusion Removal", IEEE SigPort, 2019. [Online]. Available: http://sigport.org/4667. Accessed: Oct. 18, 2019.
@article{4667-19,
url = {http://sigport.org/4667},
author = {Kumara Kahatapitiya; Dumindu Tissera; Ranga Rodrigo },
publisher = {IEEE SigPort},
title = {Context-Aware Automatic Occlusion Removal},
year = {2019} }
TY - EJOUR
T1 - Context-Aware Automatic Occlusion Removal
AU - Kumara Kahatapitiya; Dumindu Tissera; Ranga Rodrigo
PY - 2019
PB - IEEE SigPort
UR - http://sigport.org/4667
ER -
Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo. (2019). Context-Aware Automatic Occlusion Removal. IEEE SigPort. http://sigport.org/4667
Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo, 2019. Context-Aware Automatic Occlusion Removal. Available at: http://sigport.org/4667.
Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo. (2019). "Context-Aware Automatic Occlusion Removal." Web.
1. Kumara Kahatapitiya, Dumindu Tissera, Ranga Rodrigo. Context-Aware Automatic Occlusion Removal [Internet]. IEEE SigPort; 2019. Available from : http://sigport.org/4667