Corpus ID: 219303594

Problems of dataset creation for light source estimation

  title={Problems of dataset creation for light source estimation},
  author={E. Ershov and A. Belokopytov and A. Savchik},
  • E. Ershov, A. Belokopytov, A. Savchik
  • Published 2020
  • Computer Science
  • ArXiv
  • The paper describes our experience collecting a new dataset for the light source estimation problem in a single image. The analysis of existing color targets is presented along with various technical and scientific aspects essential for data collection. The paper also contains an announcement of an upcoming 2-nd International Illumination Estimation Challenge (IEC 2020). 
    1 Citations

    Figures and Topics from this paper

    Explore Further: Topics Discussed in This Paper

    Robust white balance estimation using joint attention and angular loss optimization


    Multiple light source dataset for colour research
    • 5
    • PDF
    A Data Set for Camera-Independent Color Constancy
    • 19
    • PDF
    Multiple light source detection
    • C. Bouganis, M. Brookes
    • Computer Science, Medicine
    • IEEE Transactions on Pattern Analysis and Machine Intelligence
    • 2004
    • 32
    • PDF
    INTEL-TUT Dataset for Camera Invariant Color Constancy Research
    • 3
    • PDF
    INTEL-TAU: A Color Constancy Dataset
    • 8
    • Highly Influential
    • PDF
    Unsupervised Learning for Color Constancy
    • 44
    • Highly Influential
    • PDF
    Rehabilitating the Color Checker Dataset for Illuminant Estimation
    • 23
    • Highly Influential
    • PDF
    A Software Platform for Manipulating the Camera Imaging Pipeline
    • 48
    • PDF
    A Large Image Database for Color Constancy Research
    • 223
    • PDF
    Illuminant estimation for color constancy: why spatial-domain methods work and the role of the color distribution.
    • 177
    • PDF