Camera-independent color constancy by scene semantics

• Published in: Pattern recognition letters Vol. 171; pp. 106 - 115
• Main Authors: Xie, Mengda, Sun, Peng, Lang, Yubo, Fang, Meie
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.07.2023
• Subjects: Color constancy; Gray-based assumptions; Illuminant estimation; Scene semantics; Illuminant estimation; Gray-based assumptions; Color constancy; Scene semantics

•Existing learning-based color constancy methods typically exhibit poor generalization between images taken by varying cameras.•Gray-based assumptions hold the natural property of camera-independent.•Gray-based assumptions are less accurate in different scenarios due to their fixity.•Scene semantics...