Brain Image Segmentation Techniques: A deep study about tumor - Softcover

S., Karthigai Selvi; T., Kalaiselvi

Softcover

ISBN 10: 6205633833 ISBN 13: 9786205633830

Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

In relation to the tumor location detection, a novel method is presented based on wavelet packet transform. It can be employed in several MR image models which show tumor in hyper intensity. In relation to tumor extraction, two strategic methods are proposed. One uses Genetic K-Means algorithm. A strategic plan is made in introducing a new error based fitness function in genetic algorithm. It performs remarkably in images which contain non-continuous tumor regions. The Second method uses region based active contour model. It adapts a strategic plan to restrict the energy of the contour. The results show that the proposed method outperforms some existing methods which handled the multimodal brain tumor segmentation (MICCAI) challenges. A region adjacency graph (RAG) and a novel technique of grafting which mimics the grafting process in horticulture and statistical rules utilized to segment the tumor components.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr. S. Karthigai Selvi, Fakultät, und Dr. T. Kalaiselvi, Assistenzprofessor, arbeiten am Gadhigram Rural Institute - Deemed to be University. Sie arbeiten seit 10 Jahren im Bereich der medizinischen Bildverarbeitung. Ihre vielversprechenden Arbeiten wurden in renommierten Fachzeitschriften veröffentlicht.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 6205633833
• ISBN 13: 9786205633830
• Einband: Taschenbuch
• Anzahl der Seiten: 180
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen