학술논문

VirtualShave: Automated hair removal from digital dermatoscopic images
Document Type
Conference
Source
2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. :5145-5148 Aug, 2011
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Hair
Skin
Image segmentation
Lesions
Humans
Image color analysis
Decision trees
Language
ISSN
1557-170X
1094-687X
1558-4615
Abstract
VirtualShave is a novel tool to remove hair from digital dermatoscopic images. First, individual hairs are identified using a top-hat filter followed by morphological postprocessing. Then, they are replaced through PDE-based inpainting with an estimate of the underlying occluded skin. VirtualShave's performance is comparable to that of a human operator removing hair manually, and the resulting images are almost indistinguishable from those of hair-free skin.