图像场景分类技术综述

Translated title of the contribution: Review on Image Scene Classification Technology

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

Research output: Contribution to journalReview article

2 Citations (Scopus)

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.

Translated title of the contributionReview on Image Scene Classification Technology
Original languageChinese
Pages (from-to)915-926
Number of pages12
JournalTien Tzu Hsueh Pao/Acta Electronica Sinica
Volume47
Issue number4
DOIs
Publication statusPublished - 2019 Apr 1
Externally publishedYes

Keywords

  • Deep learning
  • Feature extraction
  • Scene classification
  • Semantics analysis

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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