Publication Type : Journal
Source : Medical Imaging, Skin laceration detection, Skin Phantom
Url : https://d1wqtxts1xzle7.cloudfront.net/87817872/Interactive_20Segmentation_20Technique_20for_20ExVivo_20Skin_20Laceration_20Detection_20Varnita_20Verma_201919j4-libre.pdf?1655794944=&response-content-disposition=inline%3B+filename%3DInteractive_Segmentation_Technique_for_E.pdf&Expires=1735205190&Signature=cswK0dyVe41-a~gJGD4LfZM6P6ASic2EkglvSa1Vqi22N8FZoyOYGlvW5S935VK7vmKSdJ71hUeQOjNRUoyr04saBQorj8uH3MzwFceQXli65fAAsViu22VYLvwji9dXAnohdUS9lC-DTqO~NywWCoOPtwYSxluzGoRZ76-hKvi3Dl~b6-xAJAIVDW8H-N9t6tzzuTrQcdR~gqWmjxXWq5IxXwKFT7qZCxAkXp6kD-bEKqvGoAy6adiiM4SIqIZFe2cg75DmXNICTEwNJCpIt9X9hndbVqILcsf1OCk~D-0Jf-vDQFYfF6bpy3q4ldoN4HLlEq8sUV7AjBHc4D~oCg__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
Campus : Coimbatore
School : School of Artificial Intelligence
Year : 2020
Abstract : In the current scenario, the working culture in industries are improving day by day in terms of
human safety and increase in awareness regarding safeguard required for performing different operations.
Still while performing the task in industries, home or doing normal routine work the skin laceration is very
common. For laceration detection and localization on the patient, the doctor should identify the edges of
laceration specifically so that during the tissue approximation for in-vivo or ex-vivo operation the localization
maneuverer robot region of interest can be identified. The major issue faced during skin laceration
segmentation is identification of lesion edges. The existing algorithms marked issues like poor skin
segmentation, altered result with respect to ambient light, inability for laceration segmentation in the
complex background image and less noise rejection while identifying the laceration. In this paper, the
interactive skin laceration segmentation technique with hybrid sequential approach is used to overcome the
limitations in existing algorithms to detect the skin laceration. The proposed hybrid sequential approach for
interactive selection of skin laceration segmentation used HSV based color segmentation along with
Euclidean distance metric and Geodesic distance metric. The results were compared for the performance of
the best hybrid sequential combination.
Cite this Research Publication : Verma, Varnita, Anil Kumar, Piyush Chauhan, and Mukul Kumar Gupta. "Interactive Segmentation Technique for Ex-Vivo Skin Laceration Detection."