Illumination compensation based change detection using order consistency

• Published in: 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition pp. 1982 - 1989
• Main Authors: Parameswaran, Vasu, Singh, Maneesh, Ramesh, Visvanathan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2010
• Subjects: Cameras; Computational complexity; Image edge detection; Image segmentation; Layout; Lighting; Robustness; Shape; Statistics; Surveillance

We present a change detection method resistant to global and local illumination variations for use in visual surveillance scenarios. Approaches designed thus far for robustness to illumination change are generally based either on color normalization, texture (e.g. edges, rank order statistics, etc.)...