3D reconstruction of human face from an input image under random lighting condition

被引：0
|
作者：
Sun Y. [1 ]
Zhang X. [1 ]
Jian M. [2 ]
机构：
[1] School of Information and Electrical Engineering, Ludong University, Yantai
[2] Department of Computer Science and Technology, Ocean University of China, Qingdao
来源：
International Journal of Information and Computer Security | 2018年 / 10卷 / 2-3期
基金：
中国国家自然科学基金;
关键词：
Coupled statistical model; Human face; Three-dimensional reconstruction;
D O I：
10.1504/IJICS.2018.091456
中图分类号：
学科分类号：
摘要：
The three-dimensional reconstruction from single input image is quite difficult due to many unknown parameters, such as the light conditions, the surface normal and albedo of the object. However, there are overall similar characteristics for different human faces, such as the shapes and the positions of the eyes, nose; mouth and ears are generally identical. The similar characteristics has been used in this paper to relax the numbers of the input face images, and reconstruct the 3D shape based on a couple statistical model. Moreover, the light condition of the single input image can be different from that of training database. The experiment results show the effectiveness of the proposed method. Copyright © 2018 Inderscience Enterprises Ltd.
引用
收藏
页码：248 / 260
页数：12
相关论文
共 44 条
  • [1] Human face fast-3D-reconstruction from a single image
    Zhao, Huihuang
    Wang, Yaonan
    Sun, Yaqi
    Chen, Jianzhen
    MECHATRONICS AND APPLIED MECHANICS, PTS 1 AND 2, 2012, 157-158 : 1008 - +
  • [2] Accurate 3D Reconstruction of Face Image Based on Photometric Stereo
    Lei, Yongqing
    Sun, Yujuan
    Wu, Zeju
    Wang, Zengfeng
    COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS, (ISICA 2015), 2016, 575 : 418 - 423
  • [3] Reconstruction of 3D Random Media from 2D Images: Generative Adversarial Learning Approach
    Kononov, Evgeniy
    Tashkinov, Mikhail
    Silberschmidt, Vadim V.
    COMPUTER-AIDED DESIGN, 2023, 158
  • [4] A new morphology-based interpolation for 3D image reconstruction
    Da, S
    Tang, XL
    Huang, JH
    PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2003, : 608 - 611
  • [5] Adaptive octree 3D image reconstruction based on plane patch
    Yao C.
    Ma C.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2022, 30 (09): : 1113 - 1122
  • [6] Medical image segmentation and reconstruction of prostate tumor based on 3D AlexNet
    Chen, Jun
    Wan, Zhechao
    Zhang, Jiacheng
    Li, Wenhua
    Chen, Yanbing
    Li, Yuebing
    Duan, Yue
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 200
  • [7] Three-dimensional recording of the human face with a 3D laser scanner
    Kovacs, L.
    Zimmermann, A.
    Brockmann, G.
    Guehring, M.
    Baurecht, H.
    Papadopulos, N. A.
    Schwenzer-Zimmerer, K.
    Sader, R.
    Biemer, E.
    Zeilhofer, H. F.
    JOURNAL OF PLASTIC RECONSTRUCTIVE AND AESTHETIC SURGERY, 2006, 59 (11) : 1193 - 1202
  • [8] A Review of Image 3D Reconstruction Technology and Its Application in Electrical Equipment Monitoring
    Lu, Shida
    Sun, Haozhi
    Feng, Tianbo
    2023 2ND ASIAN CONFERENCE ON FRONTIERS OF POWER AND ENERGY, ACFPE, 2023, : 84 - 88
  • [9] RESEARCH ON CLUSTERING MATCHING STRATEGY OF 3D RECONSTRUCTION BASED ON IMAGE FUSION FEATURES
    Sun, Tiebo
    Liu, Jinhao
    Kan, Jiangming
    Sui, Tingting
    Li, Jiang
    Ji, Miaoxin
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2020, 82 (03): : 87 - 106
  • [10] 3D image reconstruction for implosion pellet in ICF experiment based on iterative algorithms
    Xia, J., 1600, Asian Network for Scientific Information (12): : 97 - 104
12345