Rock specimen.

Rock specimen.

<div><p>In complex geological environments, the morphology, orientation and distribution characteristics of cracks in the rock directly affect the stability assessment for rock masses and engineering safety decisions. However, the traditional manual interpretation method is inefficient a...

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Bibliographic Details
Main Author: Mingtao Gao (21722035) (author)
Other Authors: Minhui Li (239077) (author), Lu Chen (75170) (author), Zihao Guo (420184) (author), Chengyang Guo (21722038) (author), Liping Li (120326) (author), Changsen Bu (21722041) (author)
Published: 2025
Subjects:
Biotechnology
Space Science
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
point bending loading
optimum preprocessing effect
final results demonstrate
critical bottlenecks restricting
confidence data support
complex geological environments
pretreated crack images
preprocessed crack images
collected crack images
level expansion process
five different angles
circular disk specimens
5 %, 2
rock directly affect
three equalization methods
engineering safety decisions
clahe method possesses
prefabricated defects based
rock specimen analysis
engineering decisions
rock specimens
rock specimen
crack tips
crack tip
various angles
level annotations
characteristics analysis
6 %,
prefabricated cracks
rock sample
rock masses
rock mass
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ultrafast camera
subjective factors
stability assessment
scb semi
recall rate
pressingly essential
net network
net model
intelligent detection
image quality
distribution characteristics
deeplabv3 network
deeplabv3 model
automatic identification
automated detection
algorithm adaptability
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