In this article we show the change in paradigm occurred in color constancy algorithms: from a pre-processing step in image understanding, to the exploitation of image understanding and computer vision results and techniques. Since color constancy is an ill-posed problem, we give an overview of the assumptions on which classical color constancy algorithms are based in order to solve it. Then, we chronologically review the color constancy algorithms that exploit results and techniques borrowed from the image understanding research field in order to exploit assumptions that could be met in a larger number of images.

Bianco, S., Buzzelli, M. (2021). Image understanding for color constancy and vice versa. Intervento presentato a: London Imaging Meeting, Online [10.2352/issn.2694-118X.2021.LIM-63].

Image understanding for color constancy and vice versa

Bianco, Simone;Buzzelli, Marco
2021

Abstract

In this article we show the change in paradigm occurred in color constancy algorithms: from a pre-processing step in image understanding, to the exploitation of image understanding and computer vision results and techniques. Since color constancy is an ill-posed problem, we give an overview of the assumptions on which classical color constancy algorithms are based in order to solve it. Then, we chronologically review the color constancy algorithms that exploit results and techniques borrowed from the image understanding research field in order to exploit assumptions that could be met in a larger number of images.
slide + paper
color constancy, image understanding, computer vision
English
London Imaging Meeting
2021
2021
2021
1
63
67
https://www.ingentaconnect.com/content/ist/lim/2021/00002021/00000001/art00012;jsessionid=1k8bvgf0ohdr7.x-ic-live-02
reserved
Bianco, S., Buzzelli, M. (2021). Image understanding for color constancy and vice versa. Intervento presentato a: London Imaging Meeting, Online [10.2352/issn.2694-118X.2021.LIM-63].
File in questo prodotto:
File Dimensione Formato  
LIM2021_focal.pdf

Solo gestori archivio

Descrizione: Articolo principale
Tipologia di allegato: Publisher’s Version (Version of Record, VoR)
Dimensione 399.42 kB
Formato Adobe PDF
399.42 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/335337
Citazioni
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
Social impact