Interactive image segmentation combining global seeding and sparse local reconstruction

• Published in: Pattern analysis and applications : PAA Vol. 28; no. 2
• Main Authors: Long, Jianwu, Liu, Yuanqin, Zhang, Kaixin, Chen, Shuang, Luo, Qi
• Format: Journal Article
• Language: English
• Published: London Springer London 01.06.2025; Springer Nature B.V
• Subjects: Computer Science; Datasets; Graphical representations; Image reconstruction; Image segmentation; Original Article; Pattern Recognition; Probabilistic models; Regularization; Software; Source code; Sparse regularity; Interactive Image Segmentation; Global seed diffusion model; Local linear reconstruction

Seed segmentation methods are highly regarded for their effectiveness in processing complex images, user-friendliness, and compatibility with graph-based representations. However, these methods often depend on intricate computational tools, leading to issues such as poor image contour adherence and...