图像场景分类技术综述

Yan Ling Tian; Wei Tong Zhang; Qie Shi Zhang; Gang Lu; Xiao Jun Wu

doi:10.3969/j.issn.0372-2112.2019.04.020

图像场景分类技术综述

Yan Ling Tian, Wei Tong Zhang, Qie Shi Zhang, Gang Lu, Xiao Jun Wu

研究成果: Review article › 査読

4 被引用数 (Scopus)

抄録

The computer vision based scene classification technology is widely developed and applied in different fields. In this paper, the typical scene classification technology is analyzed and compared from the different directions. First, the background, application and development situation is introduced. Then, the related researches both at home and overseas are analyzed, compared and summarized from the perspectives of feature extraction, semantic analysis and machine learning. Finally, the problems that the current researches are facing and potential future development are discussed.

寄稿の翻訳タイトル	Review on Image Scene Classification Technology
本文言語	中国語
ページ（範囲）	915-926
ページ数	12
ジャーナル	Tien Tzu Hsueh Pao/Acta Electronica Sinica
巻	47
号	4
DOI	https://doi.org/10.3969/j.issn.0372-2112.2019.04.020
出版ステータス	Published - 2019 4 1
外部発表	はい

ASJC Scopus subject areas

電子工学および電気工学

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10.3969/j.issn.0372-2112.2019.04.020

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title = "图像场景分类技术综述",

abstract = "The computer vision based scene classification technology is widely developed and applied in different fields. In this paper, the typical scene classification technology is analyzed and compared from the different directions. First, the background, application and development situation is introduced. Then, the related researches both at home and overseas are analyzed, compared and summarized from the perspectives of feature extraction, semantic analysis and machine learning. Finally, the problems that the current researches are facing and potential future development are discussed.",

keywords = "Deep learning, Feature extraction, Scene classification, Semantics analysis",

author = "Tian, {Yan Ling} and Zhang, {Wei Tong} and Zhang, {Qie Shi} and Gang Lu and Wu, {Xiao Jun}",

year = "2019",

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language = "中国語",

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T1 - 图像场景分类技术综述

AU - Tian, Yan Ling

AU - Zhang, Wei Tong

AU - Zhang, Qie Shi

AU - Lu, Gang

AU - Wu, Xiao Jun

PY - 2019/4/1

Y1 - 2019/4/1

N2 - The computer vision based scene classification technology is widely developed and applied in different fields. In this paper, the typical scene classification technology is analyzed and compared from the different directions. First, the background, application and development situation is introduced. Then, the related researches both at home and overseas are analyzed, compared and summarized from the perspectives of feature extraction, semantic analysis and machine learning. Finally, the problems that the current researches are facing and potential future development are discussed.

AB - The computer vision based scene classification technology is widely developed and applied in different fields. In this paper, the typical scene classification technology is analyzed and compared from the different directions. First, the background, application and development situation is introduced. Then, the related researches both at home and overseas are analyzed, compared and summarized from the perspectives of feature extraction, semantic analysis and machine learning. Finally, the problems that the current researches are facing and potential future development are discussed.

KW - Deep learning

KW - Feature extraction

KW - Scene classification

KW - Semantics analysis

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U2 - 10.3969/j.issn.0372-2112.2019.04.020

DO - 10.3969/j.issn.0372-2112.2019.04.020

M3 - Review article

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VL - 47

SP - 915

EP - 926

JO - Tien Tzu Hsueh Pao/Acta Electronica Sinica

JF - Tien Tzu Hsueh Pao/Acta Electronica Sinica

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ER -

图像场景分类技术综述

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ASJC Scopus subject areas

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