NDLI: Face Sketch Landmarks Localization in the Wild

Content Provider	IEEE Xplore Digital Library
Author	Heng Yang Changqing Zou Patras, I.
Copyright Year	1994
Abstract	In this letter, we propose a method for facial landmarks localization in face sketch images. As recent approaches and the corresponding datasets are designed for ordinary face photos, the performance of such models drop significantly when they are applied on face sketch images. We first propose a scheme to synthesize face sketches from face photos based on random-forests edge detection and local face region enhancement. Then we jointly train a Cascaded Pose Regression based method for facial landmarks localization for both face photos and sketches. We build an evaluation dataset, called Face Sketches in the Wild (FSW), with 450 face sketch images collected from the Internet and with the manual annotation of 68 facial landmark locations on each face sketch. The proposed multi-modality facial landmark localization method shows competitive performance on both face sketch images (the FSW dataset) and face photo images (the Labeled Face Parts in the Wild dataset), despite the fact that we do not use extra annotation of face sketches for model building.
Sponsorship	IEEE Signal Processing Society
Starting Page	1321
Ending Page	1325
Page Count	5
File Size	680274
File Format	PDF
ISSN	10709908
Volume Number	21
Issue Number	11
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-01-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Face Training Computer vision Image edge detection Face recognition Shape Mouth facial landmark localization Cascaded pose regression face sketch
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Signal Processing Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Random Cascaded-Regression Copse for Robust Facial Landmark Detection

Survey on the approaches based geometric information for 3D face landmarks detection

Face Alignment by Coarse-to-Fine Shape Estimation

A Failure-Aware Explicit Shape Regression Model for Facial Landmark Detection in Video

Feature-based detection of facial landmarks from neutral and expressive facial images

Facial Landmarks Localization Estimation by Cascaded Boosted Regression

Robust facial landmark detection using mixture of discriminative visibility-aware models

Cascade of forests for face alignment

Angular-partitioned spin image descriptor for robust 3D facial landmark detection

Face Sketch Landmarks Localization in the Wild

Similar Documents

Random Cascaded-Regression Copse for Robust Facial Landmark Detection

Survey on the approaches based geometric information for 3D face landmarks detection

Face Alignment by Coarse-to-Fine Shape Estimation

A Failure-Aware Explicit Shape Regression Model for Facial Landmark Detection in Video

Feature-based detection of facial landmarks from neutral and expressive facial images

Facial Landmarks Localization Estimation by Cascaded Boosted Regression

Robust facial landmark detection using mixture of discriminative visibility-aware models

Cascade of forests for face alignment

Angular-partitioned spin image descriptor for robust 3D facial landmark detection

Face Sketch Landmarks Localization in the Wild