A Unified Approach to the Well-Posednes of Some Non-Lambertian Models in Shape-from-Shading Theory

被引:7
|
作者
Camilli, Fabio [1 ]
Tozza, Silvia [2 ]
机构
[1] Sapienza Univ Roma, Dipartimento Sci Base & Appl Ingn, I-00161 Rome, Italy
[2] Sapienza Univ Roma, Dipartimento Matemat, I-00185 Rome, Italy
来源
SIAM JOURNAL ON IMAGING SCIENCES | 2017年 / 10卷 / 01期
关键词
shape-from-shading; perspective model; viscosity solution; maximum principle; non-Lambertian models; stationary Hamilton-Jacobi equations; VISCOSITY SOLUTIONS; PERSPECTIVE SHAPE; NUMERICAL-METHODS;
D O I
10.1137/16M1066397
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we show that the introduction of an attenuation factor in the brightness equations relative to various perspective shape-from-shading models allows us to make the corresponding differential problems well-posed. We propose a unified approach based on the theory of viscosity solutions and we show that the brightness equations with the attenuation term admit a unique viscosity solution. We also discuss in detail the possible boundary conditions that we can use for the Hamilton-Jacobi equations associated to these models.
引用
收藏
页码:26 / 46
页数:21
相关论文
共 10 条
  • [1] Analysis and Approximation of Some Shape-from-Shading Models for Non-Lambertian Surfaces
    Tozza, Silvia
    Falcone, Maurizio
    JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2016, 55 (02) : 153 - 178
  • [2] Analysis and Approximation of Some Shape-from-Shading Models for Non-Lambertian Surfaces
    Silvia Tozza
    Maurizio Falcone
    Journal of Mathematical Imaging and Vision, 2016, 55 : 153 - 178
  • [3] Perspective Shape-from-Shading Problem: A Unified Convergence Result for Several Non-Lambertian Models
    Tozza, Silvia
    JOURNAL OF IMAGING, 2022, 8 (02)
  • [4] A new framework for grayscale and colour non-lambertian shape-from-shading
    COMPUTER VISION - ACCV 2007, PT II, PROCEEDINGS, 2007, 4844 : 869 - 880
  • [5] Perspective shape from shading with non-Lambertian reflectance
    Vogel, Oliver
    Breuss, Michael
    Weickert, Joachim
    PATTERN RECOGNITION, 2008, 5096 : 517 - 526
  • [6] 3D Reconstruction of Non-Lambertian Surfaces by Perspective Shape-From-Shading With Fast Viscosity Solution
    Wang, Guohui
    Zheng, Hao
    FRONTIERS IN PHYSICS, 2022, 9
  • [7] Whitened Expectation Propagation: Non-Lambertian Shape from Shading and Shadow
    Potetz, Brian
    Hajiarbabi, Mohammadreza
    2013 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2013, : 1674 - 1681
  • [8] Some remarks on perspective shape-from-shading models
    Cristiani, Emiliano
    Falcone, Maurizio
    Seghini, Alessandra
    SCALE SPACE AND VARIATIONAL METHODS IN COMPUTER VISION, PROCEEDINGS, 2007, 4485 : 276 - +
  • [9] RECONSTRUCTION OF NON-LAMBERTIAN SURFACES BY FUSION OF SHAPE FROM SHADING AND ACTIVE RANGE SCANNING
    Herbort, Steffen
    Grumpe, Arne
    Woehler, Christian
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 17 - 20
  • [10] A Unified Shape-From-Shading Approach for 3D Surface Reconstruction Using Fast Eikonal Solvers
    Wang, Guohui
    Zhang, Xuan
    Cheng, Jin
    INTERNATIONAL JOURNAL OF OPTICS, 2020, 2020