Array Processing Approach for Object Segmentation in Images

Thanks to a specific formalism for signal generation, it is possible to transpose an image processing problem to an array processing problem. For straight line characterization, the existing method Subspace-based Line DEtection (SLIDE) works on virtual signals generated on a linear antenna. In this paper we propose to retrieve circular and nearly circular contours in images. We propose a novel method for radius estimation, and we extend the estimation of circles to the retrieval ofcircular-like distorted contours. For this purpose we develop a new model for virtual signal generation: we simulate a circular antenna, so that a high resolution method can be employed for radius estimation. An application to biomedical imaging is proposed.

• Type: Conference
• Year: 2007
• Where: ICASSP
• Authors: Julien Marot, Salah Bourennane, Mouloud Adel
• Keywords: ICASSP 2007, Radius Estimation, Signal Generation, Signal Processing, Virtual Signal