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Comparison of performance between traditional methods and LBA-YOLO.

Comparison of performance between traditional methods and LBA-YOLO.

<p>Comparison of performance between traditional methods and LBA-YOLO.</p>

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Bibliographic Details
Main Author: Wenhao Ren (2561731) (author)
Other Authors: Zuowei Zhong (21300382) (author)
Published: 2025
Subjects:
Biochemistry
Biotechnology
Sociology
Space Science
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
xlink "> developing
varying crack sizes
irregular convolution operations
hierarchical backbone network
handle complex backgrounds
global contextual information
ensuring structural integrity
benchmark dataset demonstrate
reducing computational overhead
optimizes feature extraction
automatic crack detection
model &# 8217
novel lightweight approach
detecting building cracks
proposed approach
novel integration
feature fusion
computational complexity
building structures
accuracy detection
model achieves
baseline model
detecting micro
study introduces
results highlight
precise localization
practical applicability
integrating local
experimental results
convolutional module
available datasets
attention mechanisms
attention mechanism
accurate algorithm
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