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Object count statistics.

Object count statistics.

<p>Training set; (b) Test set. The horizontal axis represents the number of objects, and the vertical axis indicates the pixel area(unit: 1000 pixels) of the target objects.</p>

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Bibliographic Details
Main Author: Diansheng Zhang (22640973) (author)
Other Authors: Yueyuan Zhang (10025813) (author), Leilei Dong (8044145) (author), Shifeng Ruan (22640976) (author), Zhiwei Liu (151279) (author)
Published: 2025
Subjects:
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
xlink "> fires
missed detections caused
incomplete data collected
feature extraction structure
effectively mitigating issues
missed detection rates
forest fire detection
model &# 8217
key fire features
experimental results demonstrate
ssd backbone network
improved ssd algorithm
smoke texture along
cbam </ p
ssd model
time detection
results indicate
complex features
world scenarios
varying scales
sudden onset
substantially improving
spatial dimension
significantly enhances
rapid spread
lower false
increase compared
false positives
environmental interference
destructive nature
deep learning
color transformations
channel dimension
cbam module
accurate solution
80 %.
61 %,
49 %,
40 %;
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