Committee-based color constancy

被引:0
|
作者
Cardei, VC [1 ]
Funt, B [1 ]
机构
[1] Simon Fraser Univ, Sch Comp Sci, Vancouver, BC V5A 1S6, Canada
关键词
D O I
暂无
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
We show how to achieve better illumination estimates for color constancy by combining the results of several existing algorithms. We consider committee methods based on both linear and non-linear ways of combining the illumination estimates from the original set of color constancy algorithms. Committees of grayworld, white patch and neural net methods are tested. The committee results are always more accurate than the estimates of any of the other algorithms taken in isolation.
引用
收藏
页码:311 / 313
页数:3
相关论文
共 50 条
  • [21] An Approach to Knowledge Base Completion by a Committee-Based Knowledge Graph Embedding
    Choi, Su Jeong
    Song, Hyun-Je
    Park, Seong-Bae
    APPLIED SCIENCES-BASEL, 2020, 10 (08):
  • [22] CBRFL: A framework for Committee-based Byzantine-Resilient Federated Learning
    Xu, Gang
    Lei, Lele
    Mao, Yanhui
    Li, Zongpeng
    Chen, Xiu-Bo
    Zhang, Kejia
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2025, 238
  • [23] Color constancy based on local space average color
    Ebner, Marc
    MACHINE VISION AND APPLICATIONS, 2009, 20 (05) : 283 - 301
  • [24] Color constancy based on local space average color
    Marc Ebner
    Machine Vision and Applications, 2009, 20 : 283 - 301
  • [25] Human color constancy based on the geometry of color distributions
    Morimoto, Takuma
    Kusuyama, Takahiro
    Fukuda, Kazuho
    Uchikawa, Keiji
    JOURNAL OF VISION, 2021, 21 (03): : 1 - 28
  • [26] CNN based Color Constancy algorithm
    Török, L
    Zarándy, A
    CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, 2002, : 452 - 458
  • [27] Edge-based color constancy
    Van de Weijer, Joost
    Gevers, Theo
    Gijsenij, Arjan
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (09) : 2207 - 2214
  • [28] Color constancy based on effective regions
    Lu, Rui
    Xu, De
    Yang, Xinbin
    Li, Bing
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2008, E91D (07): : 2091 - 2094
  • [29] Classification-Based Color Constancy
    Bianco, Simone
    Ciocca, Gianluigi
    Cusano, Claudio
    Schettini, Raimondo
    VISUAL INFORMATION SYSTEMS: WEB-BASED VISUAL INFORMATION SEARCH AND MANAGEMENT, VISUAL 2008, 2008, 5188 : 104 - 113
  • [30] Neural network committee-based sensitivity analysis strategy for geotechnical engineering problems
    Cao, Maosen
    Qiao, Pizhong
    NEURAL COMPUTING & APPLICATIONS, 2008, 17 (5-6): : 509 - 519