A comparative study of different image completion techniques

Image completion is an active and interesting topic in image and video processing. Restoration and retouching of damaged areas in an undetectable form is the objective of image completion techniques. Most of the recently developed video completion methods are based on image completion techniques to...

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Bibliographic Details
Main Authors: Zarif, S., Faye, I., Dayang, R.
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers Inc. 2014
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938773235&doi=10.1109%2fICCOINS.2014.6868411&partnerID=40&md5=3038548e3aa92ade8cbe2fd03b88445b
http://eprints.utp.edu.my/31234/
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Institution: Universiti Teknologi Petronas
Description
Summary:Image completion is an active and interesting topic in image and video processing. Restoration and retouching of damaged areas in an undetectable form is the objective of image completion techniques. Most of the recently developed video completion methods are based on image completion techniques to restore the damaged frames. With respect to video completion challenges, we compared and evaluated the most recent image completion methods. For a fair comparison, we introduced a new dataset and evaluated four states-of-art- image completion methods on the same hardware. Experimental results are conducted to highlight the strengths and drawbacks of each image completion method. © 2014 IEEE.