Softmax-Driven Active Shape Model for Segmenting Crowded Objects in Digital Pathology Images

Automated segmentation of histological structures in microscopy images is a crucial step in computer-aided diagnosis framework. However, this task remains a challenging problem due to issues like overlapping and touching objects, shape variation, and background complexity. In this work, we present a...

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Bibliographic Details
Main Authors: Massimo Salvi, Kristen M. Meiburger, Filippo Molinari
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10445179/