Title :
Background subtraction using generalised Gaussian family model
Author :
Kim, H. ; Sakamoto, R. ; Kitahara, I. ; Toriyama, T. ; Kogure, K.
Author_Institution :
Knowledge Sci. Lab., Kyoto
Abstract :
Proposed is a robust method to detect foreground regions from colour video sequences using a generalised Gaussian family model and multiple thresholds. Experiments show that the proposed algorithm works better than conventional approaches in various environments.
Keywords :
Gaussian processes; image colour analysis; image segmentation; image sequences; object detection; video signal processing; background subtraction; colour video sequences; foreground object detection; generalised Gaussian family model; multiple threshold;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20083126
