WO2012082077A3 - Pose-independent 3d face reconstruction from a sample 2d face image - Google Patents

Pose-independent 3d face reconstruction from a sample 2d face image Download PDF

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Publication number
WO2012082077A3
WO2012082077A3 PCT/SG2011/000440 SG2011000440W WO2012082077A3 WO 2012082077 A3 WO2012082077 A3 WO 2012082077A3 SG 2011000440 W SG2011000440 W SG 2011000440W WO 2012082077 A3 WO2012082077 A3 WO 2012082077A3
Authority
WO
WIPO (PCT)
Prior art keywords
face image
sample
face
pose
independent
Prior art date
Application number
PCT/SG2011/000440
Other languages
French (fr)
Other versions
WO2012082077A2 (en
Inventor
Arthur Niswar
Ee Ping Ong
Hong Thai Nguyen
Zhiyong Huang
Original Assignee
Agency For Science, Technology And Research
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Agency For Science, Technology And Research filed Critical Agency For Science, Technology And Research
Publication of WO2012082077A2 publication Critical patent/WO2012082077A2/en
Publication of WO2012082077A3 publication Critical patent/WO2012082077A3/en

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/50—Depth or shape recovery
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person

Abstract

A method to reconstruct a 3D face image from a sample 2D face image is provided. A method for reconstructing a three-dimensional (3D) face image from a sample two-dimensional (2D) face image transforms a generic 3D face image to substantially match the pose of the 2D face image; projecting the transformed generic 3D face image into a projected 2D face image, deforms the projected 2D face image, and constructs a sample 3D face image from the deformed 2D face image based on the sample 2D face image.
PCT/SG2011/000440 2010-12-17 2011-12-16 Pose-independent 3d face reconstruction from a sample 2d face image WO2012082077A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201061424302P 2010-12-17 2010-12-17
US61/424,302 2010-12-17

Publications (2)

Publication Number Publication Date
WO2012082077A2 WO2012082077A2 (en) 2012-06-21
WO2012082077A3 true WO2012082077A3 (en) 2012-11-29

Family

ID=46245262

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/SG2011/000440 WO2012082077A2 (en) 2010-12-17 2011-12-16 Pose-independent 3d face reconstruction from a sample 2d face image

Country Status (1)

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WO (1) WO2012082077A2 (en)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101997500B1 (en) 2014-11-25 2019-07-08 삼성전자주식회사 Method and apparatus for generating personalized 3d face model
CN114041175A (en) * 2019-05-13 2022-02-11 华为技术有限公司 Neural network for estimating head pose and gaze using photorealistic synthetic data
CN114120414B (en) * 2021-11-29 2022-11-01 北京百度网讯科技有限公司 Image processing method, image processing apparatus, electronic device, and medium

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070080967A1 (en) * 2005-10-11 2007-04-12 Animetrics Inc. Generation of normalized 2D imagery and ID systems via 2D to 3D lifting of multifeatured objects
US7643685B2 (en) * 2003-03-06 2010-01-05 Animetrics Inc. Viewpoint-invariant image matching and generation of three-dimensional models from two-dimensional imagery

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7643685B2 (en) * 2003-03-06 2010-01-05 Animetrics Inc. Viewpoint-invariant image matching and generation of three-dimensional models from two-dimensional imagery
US20070080967A1 (en) * 2005-10-11 2007-04-12 Animetrics Inc. Generation of normalized 2D imagery and ID systems via 2D to 3D lifting of multifeatured objects

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
AITCHISON, A.: "Synthetic Images of Faces using a Generic Head Model", PHD THESIS, 1992, UNIVERSITY OF ABERDEEN *
LEE, W.-S. ET AL., FAST HEAD MODELING FOR ANIMATION *
LEE, W.-S. ET AL.: "Fast Head Modeling for Animation", JOURNAL IMAGE AND VISION COMPUTING (SCI), vol. 18, no. 4, 1 March 2000 (2000-03-01), pages 355 - 364, XP002377004, DOI: doi:10.1016/S0262-8856(99)00057-8 *
LEE, W.-S. ET AL.: "''Fast Head Modeling for Animation''. PIMENTA, W., ''Face recognition using 3D structural geometry of rigid features extracted from 2D images''", TESE DE MESTRADO, November 2010 (2010-11-01), UNIVERSIDADE DO MINHO *
LU, X. ET AL.: "Face Recognition with 3D Model-Based Synthesis", ICBA, 2004, pages 139 - 146, XP019007727 *
ZHUANG, H. ET AL.: "A Method for Creating 3D Face from a 2D Face Image", FLORIDA CONFERENCE ON RECENT ADVANCES IN ROBOTICS, 25 May 2006 (2006-05-25) *

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