Abstract: Disclosed herein are a system and method for performing foreground/background separation on an input image. The method pre-classifies (1010, 1020) an input visual element in the input image as one of a first element type and a second element type, dependent upon a predetermined characteristic. The method performs a first foreground/background separation (1030) on the input visual element that has been pre-classified as the first element type, wherein the first foreground/background separation step is based on color data and brightness data of the input visual element. The method performs a second foreground/background separation (1040) on the input visual element that has been pre-classified as the second element type, wherein the second foreground/background separation step is based on color data, brightness data, and texture of the input visual element.

Abstract: A method and system for updating a visual element model of a scene model associated with a scene captured in an image sequence. The visual element model includes a set of mode models for a visual t corresponding to a location of the scene. The method identifies a first mode model from the set of mode models for the visual element model as a candidate deletion mode model. The method then removes the identified candidate deletion mode model from the set of mode models for the visual element model, to update the visual element model for the video sequence, when a first temporal attribute associated with the candidate deletion mode model satisfies a first threshold and a second temporal attribute associated with a second mode model in the set of mode models satisfies a second threshold (Tk).

Abstract: Disclosed herein are a system and method for performing foreground/background separation on an input image. The method pre-classifies (1010, 1020) an input visual element in the input image as one of a first element type and a second element type, dependent upon a predetermined characteristic. The method performs a first foreground/background separation (1030) on the input visual element that has been pre-classified as the first element type, wherein the first foreground/background separation step is based on colour data and brightness data of the input visual element. The method performs a second foreground/background separation (1040) on the input visual element that has been pre-classified as the second element type, wherein the second foreground/background separation step is based on colour data, brightness data, and texture of the input visual element.