Robust filters for low-level vision

被引：0
|
作者：
Marroquin, JL
Servin, M
Rodriguez-Vera, R
机构：
[1] Ctr Invest Matemat, Guanajuato 36000, Mexico
[2] Ctr Invest Opt, Leon 37000, Gto, Mexico
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 1998年 / 14卷 / 1-2期
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The first stage in many early vision problems consists in filtering the input image. In this paper we show how to extend the classical results on robust smoothing based on Bayesian estimation with prior Markov random field models to the case of complex-valued pass-band (quadrature) filters. Examples of the application of these results to stereo reconstruction, texture segmentation and fringe pattern analysis in optics are also presented. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：169 / 177
页数：9
相关论文
共 50 条
  • [1] Robust cooperation concept for low-level vision modules
    Lange, H
    Culioli, JC
    [J]. THREE-DIMENSIONAL IMAGE CAPTURE AND APPLICATIONS II, 1999, 3640 : 49 - 63
  • [2] Learning low-level vision
    Freeman, WT
    Pasztor, EC
    Carmichael, OT
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2000, 40 (01) : 25 - 47
  • [3] Low-level vision requirements
    Davies, ER
    [J]. ELECTRONICS & COMMUNICATION ENGINEERING JOURNAL, 2000, 12 (05): : 197 - 210
  • [4] Learning Low-Level Vision
    William T. Freeman
    Egon C. Pasztor
    Owen T. Carmichael
    [J]. International Journal of Computer Vision, 2000, 40 : 25 - 47
  • [5] Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network
    Liu, Sifei
    Pan, Jinshan
    Yang, Ming-Hsuan
    [J]. COMPUTER VISION - ECCV 2016, PT IV, 2016, 9908 : 560 - 576
  • [6] Low-level memory processes in vision
    Magnussen, S
    [J]. TRENDS IN NEUROSCIENCES, 2000, 23 (06) : 247 - 251
  • [7] AN SIMD MACHINE FOR LOW-LEVEL VISION
    BANERJEE, K
    SASTRY, PS
    RAMAKRISHNAN, KR
    VENKATESH, YV
    [J]. INFORMATION SCIENCES, 1988, 44 (01) : 19 - 50
  • [8] FAST ALGORITHMS FOR LOW-LEVEL VISION
    DERICHE, R
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (01) : 78 - 87
  • [9] STRUCTURED REPRESENTATION IN LOW-LEVEL VISION
    WATT, RJ
    [J]. NATURE, 1985, 313 (6000) : 266 - 267
  • [10] Survey of Vision Transformer in Low-Level Computer Vision
    Zhu, Kai
    Li, Li
    Zhang, Tong
    Jiang, Sheng
    Bie, Yiming
    [J]. Computer Engineering and Applications, 60 (04): : 39 - 56
12345