Multi-scale target detection method based on anchor frame position guidance and detail enhancement

The invention discloses a multi-scale target detection method based on anchor frame position guidance and detail enhancement. The method comprises the following steps: step 1, obtaining a test sample set A and a training sample set B; the training module is used for training a multi-scale target det...

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Main Authors WANG YING, CHEN WEI, ZHU MINGZHE, WU LINGFAN, HE LIHUO, DING XUHUI, LU WEN
Format Patent
LanguageChinese
English
Published 16.08.2024
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Abstract The invention discloses a multi-scale target detection method based on anchor frame position guidance and detail enhancement. The method comprises the following steps: step 1, obtaining a test sample set A and a training sample set B; the training module is used for training a multi-scale target detection network S based on anchor frame position guidance and detail enhancement and testing a multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; 2, constructing a multi-scale target detection network model S based on anchor frame position guidance and detail enhancement, wherein the model is used for obtaining a trained multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; step 3, carrying out iterative training on the anchor frame position guided and detail enhanced multi-scale target detection network model S to obtain a trained anchor frame position guided and detail enhanced multi-scale target detection netw
AbstractList The invention discloses a multi-scale target detection method based on anchor frame position guidance and detail enhancement. The method comprises the following steps: step 1, obtaining a test sample set A and a training sample set B; the training module is used for training a multi-scale target detection network S based on anchor frame position guidance and detail enhancement and testing a multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; 2, constructing a multi-scale target detection network model S based on anchor frame position guidance and detail enhancement, wherein the model is used for obtaining a trained multi-scale target detection network S * based on anchor frame position guidance and detail enhancement; step 3, carrying out iterative training on the anchor frame position guided and detail enhanced multi-scale target detection network model S to obtain a trained anchor frame position guided and detail enhanced multi-scale target detection netw
Author WU LINGFAN
CHEN WEI
ZHU MINGZHE
LU WEN
DING XUHUI
HE LIHUO
WANG YING
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DocumentTitleAlternate 基于锚框位置引导和细节增强的多尺度目标检测方法
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KUNSHAN INNOVATION RESEARCH INSTITUTE OF XIDIAN UNIVERSITY
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Snippet The invention discloses a multi-scale target detection method based on anchor frame position guidance and detail enhancement. The method comprises the...
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COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
Title Multi-scale target detection method based on anchor frame position guidance and detail enhancement
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