WECIA Graph: Visualization of Classification Performance Dependency on Grayscale Conversion Setting

• Published in: Mendel (Brno (Czech Republic)) Vol. 24; no. 2
• Main Authors: Skrabanek, Pavel, Yayilgan, Sule Yildirim
• Format: Journal Article
• Language: English
• Published: Brno University of Technology 21.12.2018
• Subjects: classification; computer vision; generic object categorization; grayscale conversion; performance evaluation; weighted means grayscale conversion

Grayscale conversion is a popular operation performed within image pre-processing of many computer vision systems, including systems aimed at generic object categorization. The grayscale conversion is a lossy operation. As such, it can signicantly in uence performance of the systems. For generic obj...