Mosaic of a video shot with multiple moving objects

In this paper we describe an application which takes a video shot as input and produces a compact representation composed by a background layer and segmented moving objects. We deal with the problems of global registration, super-resolution mosaicing, objects segmentation and tracking. Global registration is achieved with a graph-based technique that exploits situations when the camera returns to a previously seen area. Objects segmentation is based on motion analysis using a robust statistical model of the background. Tracking is based on blob matching using Singular Value Decomposition.

• Type: Conference
• Year: 2003
• Where: ICIP
• Authors: Andrea Fusiello, M. Aprile, Roberto Marzotto, Vittorio Murino
• Keywords: Global Registration, ICIP 2003, Image Processing, Objects Segmentation, Robust Statistical Model, Singular Value Decomposition