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Image-free Hu invariant moment measurement by single-pixel detection

文献类型：期刊论文

作者Meng, Wenwen2,4; He, Zixin3; Zha, Linbin1,3,5; Shi, Dongfeng1,3,4; Guo, Zijun1,3; Huang, Jian3,4; Park, Byullee5; Wang, Yingjian1,3,4
刊名OPTICS AND LASER TECHNOLOGY
出版日期2025-02-01
卷号181
关键词Hu invariant moments Non-imaging technology Feature space
ISSN号0030-3992
DOI10.1016/j.optlastec.2024.111581
通讯作者Shi, Dongfeng(dfshi@aiofm.ac.cn)
英文摘要The global feature invariant moment plays a crucial role in capturing the feature information of a target. At present, the extraction of the target moment depends on the processing of the two-dimensional image, which leads to the high computational resource occupation due to the large amount of inherent data and the high information redundancy of the image. This reduces the real-time performance of target moment extraction to a certain extent. In order to solve this problem, we introduce a novel strategy for extracting Hu invariant moments, which is based on the combination of single-pixel detection technology and the Hu invariant moments theory. To the best of our knowledge, this is the first proposal of an image-free extraction strategy employing single-pixel detection. The extraction of moments is seamlessly integrated into the single-pixel detection process, facilitating efficient and rapid acquisition, followed by the construction of Hu invariant moments. Theoretical analysis and experimental validation of our proposed method are carried out, demonstrating the effective acquisition of Hu invariant moments. This technology holds substantial application value and prospects in various fields, including target analysis, understanding, classification, and recognition.
WOS关键词TRACKING
资助项目Youth Innovation Promotion Association of the Chinese Academy of Sciences[2020438] ; HFIPS Director's Fund[YZJJ202404-CX] ; HFIPS Director's Fund[YZJJ202303] ; Open Project of Advanced Laser Technology Laboratory of Anhui Province[AHL2021KF03] ; Anhui International Joint Research Center for Ancient Architecture Intellisencing and Multi-Dimensional Modeling[GJZZX2022KF02] ; Anhui Provincial Key Research and Development Project[202304a05020053]
WOS研究方向Optics ; Physics
语种英语
WOS记录号WOS:001302509400001
出版者ELSEVIER SCI LTD
资助机构Youth Innovation Promotion Association of the Chinese Academy of Sciences ; HFIPS Director's Fund ; Open Project of Advanced Laser Technology Laboratory of Anhui Province ; Anhui International Joint Research Center for Ancient Architecture Intellisencing and Multi-Dimensional Modeling ; Anhui Provincial Key Research and Development Project
源URL[http://ir.hfcas.ac.cn:8080/handle/334002/134981]  
专题中国科学院合肥物质科学研究院
通讯作者Shi, Dongfeng
作者单位1.Univ Sci & Technol China, Hefei 230026, Peoples R China
2.Hefei Univ, Sch Artificial Intelligence & Big Data, Hefei 230601, Peoples R China
3.Chinese Acad Sci, Anhui Inst Opt & Fine Mech, Hefei Inst Phys Sci, Key Lab Atmospher Opt, Hefei 230031, Peoples R China
4.Adv Laser Technol Lab Anhui Prov, Hefei 230037, Peoples R China
5.Sungkyunkwan Univ, Inst Quantum Biophys, Dept Biophys, Suwon 16419, South Korea
推荐引用方式
GB/T 7714		 Meng, Wenwen,He, Zixin,Zha, Linbin,et al. Image-free Hu invariant moment measurement by single-pixel detection[J]. OPTICS AND LASER TECHNOLOGY,2025,181.
APA Meng, Wenwen.,He, Zixin.,Zha, Linbin.,Shi, Dongfeng.,Guo, Zijun.,...&Wang, Yingjian.(2025).Image-free Hu invariant moment measurement by single-pixel detection.OPTICS AND LASER TECHNOLOGY,181.
MLA Meng, Wenwen,et al."Image-free Hu invariant moment measurement by single-pixel detection".OPTICS AND LASER TECHNOLOGY 181(2025).

入库方式： OAI收割

来源：合肥物质科学研究院

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