Title :
Gaining colour stability in live image capturing
Author :
Kloss, Guy K. ; Reyes, Napoleon H. ; Johnson, Martin J. ; Hawick, Ken A.
Author_Institution :
Inst. of Inf. & Math. Sci., Massey Univ. at Albany, Auckland
Abstract :
Digital colour cameras are dramatically falling in price, making them affordable for ubiquitous appliances in many applications. An attempt to use colour information reveals a significant problem that usually escapes our awareness. Due to the adaptive nature of the human visual system in most cases we do not recognise most changes in illumination characteristics, a camera however will measure scenes under changing illumination differently. Attempts to deduce object colour from the images will need to cope with the influence of the illumination and the camera´s characteristics. Furthermore, a large variety of colour spaces are available to describe colour. Differences between them and their fitness to quantify colour are discussed. This paper tries to establish a basic understanding of the intricacies behind the processes involved in capturing images and recognising colour- from light as a stimulus to the sensed colour values in cameras. The goal is to outline a novel approach fusing common industrial best practices with dynamic adaptation capabilities needed for robustly measuring colour using cameras in real-time. First positive results towards improving colour based reasoning on adaptable colour spaces are stated as an outlook for further development directions.
Keywords :
image colour analysis; image recognition; colour based reasoning; colour recognition; colour stability; digital colour cameras; human visual system; illumination characteristics; live image capturing; ubiquitous appliances; Character recognition; Color; Digital cameras; Home appliances; Humans; Image recognition; Layout; Lighting; Stability; Visual system; Chromatic adaptation; colour constancy; colour management; colour spaces; colour vision;
Conference_Titel :
Control, Automation, Robotics and Vision, 2008. ICARCV 2008. 10th International Conference on
Conference_Location :
Hanoi
Print_ISBN :
978-1-4244-2286-9
Electronic_ISBN :
978-1-4244-2287-6
DOI :
10.1109/ICARCV.2008.4795709