Yama Çarpitma ile Gerçek Zamanli Yüz Deǧiş Tokuşu

Translated title of the contribution: Real time face swap based on patch warping

Mehmet Senses, Cihan Topal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Face swap is one of the popular machine vision problems recently. Important problems in real-time face swap are the need for high computation power and the decrease in success of applications in case of face pose variations. In this paper, an original face swap algorithm which can work in real time is proposed. After detecting two faces in the input image, 68 landmark points of each face are localized. Using these points, a facial model has been formed which separates the faces into 23 quadrilateral planar regions. Homographies are calculated between the quadrilaterals formed by the same points on both sides in order not to disrupt the holistic structure of the selected regions. Face swap is performed by warping the face patches with calculated homographies. With the proposed method, the calculation resources used in the algorithm have been used efficiently and identity information such as eye, mustache and eyebrow has been preserved. The symmetries of the visible regions are used for the invisible parts in the viewing angles that the camera cannot see the entire face. The success of our study has been tested with different camera resolutions and faces at different angles and qualitative results are given.

Translated title of the contributionReal time face swap based on patch warping
Original languageTurkish
Title of host publication27th Signal Processing and Communications Applications Conference, SIU 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728119045
DOIs
Publication statusPublished - Apr 2019
Externally publishedYes
Event27th Signal Processing and Communications Applications Conference, SIU 2019 - Sivas, Turkey
Duration: 24 Apr 201926 Apr 2019

Publication series

Name27th Signal Processing and Communications Applications Conference, SIU 2019

Conference

Conference27th Signal Processing and Communications Applications Conference, SIU 2019
Country/TerritoryTurkey
CitySivas
Period24/04/1926/04/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Fingerprint

Dive into the research topics of 'Real time face swap based on patch warping'. Together they form a unique fingerprint.

Cite this