Ester Martínez-Martín, Ángel P. del Pobil, "Robust Motion Detection in Real-Life Scenarios"
English | 2012 | ISBN: 1447142152 | PDF | 120 pages | 4 MB
This work proposes a complete sensor-independent visual system that provides robust target motion detection. First, the way sensors obtain images, in terms of resolution distribution and pixel neighbourhood, is studied. This allows a spatial analysis of motion to be carried out. Then, a novel background maintenance approach for robust target motion detection is implemented. Two different situations are considered: a fixed camera observing a constant background where objects are moving; and a still camera observing objects in movement within a dynamic background.