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HOG-VGG:VGG Network with HOG Feature Fusion for High-Precision PolSAR Terrain Classification

Jiewen Li Zhicheng Zhao Yanlan Wu Jiaqiu Ai Jun Shi

Journal of Harbin Institute of Technology(New Series)2024，Vol.31Issue(5)：P.1-15,15.

Journal of Harbin Institute of Technology(New Series)2024，Vol.31Issue(5)：P.1-15,15.DOI:10.11916/j.issn.1005-9113.2023089

HOG-VGG:VGG Network with HOG Feature Fusion for High-Precision PolSAR Terrain Classification

Jiewen Li ¹Zhicheng Zhao ²Yanlan Wu ²Jiaqiu Ai ³Jun Shi⁴

作者信息

1. School of Computer Science and Information Engineering,Hefei University of Technology,Hefei 230009,China
2. Information Materials and Intelligent Sensing Laboratory of Anhui Province,Anhui University,Hefei 230601,China School of Artificial Intelligence,Anhui University,Hefei 230601,China
3. School of Computer Science and Information Engineering,Hefei University of Technology,Hefei 230009,China Intelligent Interconnected Systems Laboratory of Anhui Province(Hefei University of Technology),Hefei 230009,China
4. School of Software,Hefei University of Technology,Hefei 230009,China
折叠

摘要

关键词

PolSAR terrain classification/high⁃precision/HOG⁃VGG/feature representation completeness elevation/multi⁃level feature fusion

分类

信息技术与安全科学

引用本文复制引用

Jiewen Li,Zhicheng Zhao,Yanlan Wu,Jiaqiu Ai,Jun Shi..HOG-VGG:VGG Network with HOG Feature Fusion for High-Precision PolSAR Terrain Classification[J].Journal of Harbin Institute of Technology(New Series),2024,31(5):P.1-15,15.

基金项目

Sponsored by the Fundamental Research Funds for the Central Universities of China(Grant No.PA2023IISL0098) （Grant No.PA2023IISL0098）

the Hefei Municipal Natural Science Foundation(Grant No.202201) （Grant No.202201）

the National Natural Science Foundation of China(Grant No.62071164) （Grant No.62071164）

the Open Fund of Information Materials and Intelligent Sensing Laboratory of Anhui Province(Anhui University)(Grant No.IMIS202214 and IMIS202102)。（Anhui University）

Journal of Harbin Institute of Technology(New Series)

ISSN：1005-9113

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