Advanced Fracture Segmentation Techniques for Enhancing Intelligent Detection of Coal Roadway Roof Strata

The identification of rock fractures in strata is crucial to enhance the intelligence of rock detection. Traditional fracture feature extraction methods suffer from issues such as low accuracy and low processing speed, necessitating the development of more effective approaches. To address this probl...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE access 2024, Vol.12, p.130939-130947
Hauptverfasser:	Qian, Likang, Wan, Zhijun, Cheng, Jingyi, Zhang, Yuan, Xiong, Luchang, Liu, Chunsheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy borehole image Coal industry Detection algorithms Feature extraction fracture recognition Instance segmentation Rocks SOLOv2 Training Transformers
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!