Segmentation of Stone Slab Cracks Based on an Improved YOLOv8 Algorithm

To tackle the challenges of detecting complex cracks on large stone slabs with noisy textures, this paper presents the first domain-optimized framework for stone slab cracks, an improved semantic segmentation model (YOLOv8-Seg) synergistically integrating U-NetV2, DSConv, and DySample. The network u...

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Bibliographic Details
Main Authors: Qitao Tian, Runshu Peng, Fuzeng Wang
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8610
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