A scalable region-based level set method using adaptive bilateral filter for noisy image segmentation

• Published in: Multimedia tools and applications Vol. 79; no. 9-10; pp. 5743 - 5765
• Main Authors: Yu, Haiping, He, Fazhi, Pan, Yiteng
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.03.2020; Springer Nature B.V
• Subjects: Adaptive filters; Computer Communication Networks; Computer Science; Computer vision; Contours; Data Structures and Information Theory; Image filters; Image segmentation; Multimedia Information Systems; Noise; Regularization; Shape; Special Purpose and Application-Based Systems; Active contour model; Image segmentation; Bilateral filter; Range-based

Image segmentation plays an important role in the computer vision . However, it is extremely challenging due to low resolution, high noise and blurry boundaries. Recently, region-based models have been widely used to segment such images. The existing models often utilized Gaussian filtering to filte...