Color lesion boundary detection using live wire

Artur Chodorowski; Ulf Mattsson; Morgan Langille; Ghassan Hamarneh

doi:10.1117/12.594944

29 April 2005 Color lesion boundary detection using live wire

Artur Chodorowski; Ulf Mattsson; Morgan Langille; Ghassan Hamarneh

Author Affiliations +

Proceedings Volume 5747, Medical Imaging 2005: Image Processing; (2005) https://doi.org/10.1117/12.594944
Event: Medical Imaging, 2005, San Diego, California, United States

Abstract

The boundaries of oral lesions in color images were detected using a live-wire method and compared to expert delineations. Multiple cost terms were analyzed for their inclusion in the final total cost function including color gradient magnitude, color gradient direction, Canny edge detection, and Laplacian zero crossing. The gradient magnitude and direction cost terms were implemented so that they acted directly on the three components of the color image, instead of using a single derived color band. The live-wire program was shown to be considerably more accurate and faster compared to manual segmentations by untrained users.

Citation Download Citation

Artur Chodorowski, Ulf Mattsson, Morgan Langille, Ghassan Hamarneh, "Color lesion boundary detection using live wire", Proc. SPIE 5747, Medical Imaging 2005: Image Processing, (29 April 2005); doi: 10.1117/12.594944; https://doi.org/10.1117/12.594944

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