Research on the Classification of Image Semantic Scene

被引:0
|
作者
Zhang Fang [1 ]
Guo Huiling [1 ]
Jia Lingshan [1 ]
机构
[1] Environm Management Coll China, Qinhuangdao 066004, Peoples R China
关键词
Regular super pixel grid block; Semantic visual vocabulary SVV; scene categorization; CATEGORIZATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper mainly aims at the algorithm of scene categorization. Firstly, putting forward by using the edge information of training set image to modela probabilistic generative model, and getingt the shape prior distribution of each scene category by learning, and inferencing to get the boundary distribution image, so to finish the regular super pixel grid block. Then, clustering the local word package description data of sub region, to construct the semantic visual vocabulary SVV, combining with the regularized super pixel grid to descript image; finally, finishing the task.
引用
收藏
页码:162 / 165
页数:4
相关论文
共 50 条
  • [1] Semantic Scene Classification for Image Annotation and Retrieval
    Cavus, Oezge
    Aksoy, Selim
    [J]. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, 2008, 5342 : 402 - 410
  • [2] Semantic-based Scene Image Classification
    Wang, Xiaoru
    Du, Junping
    Liu, Jie
    [J]. PROCEEDINGS OF 2011 INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENCE AND AWARENESS INTERNET, IET AIAI2011, 2011, : 150 - 153
  • [3] Semantic embedding: scene image classification using scene-specific objects
    Mohammad Javad Parseh
    Mohammad Rahmanimanesh
    Parviz Keshavarzi
    Zohreh Azimifar
    [J]. Multimedia Systems, 2023, 29 : 669 - 691
  • [4] Semantic embedding: scene image classification using scene-specific objects
    Parseh, Mohammad Javad
    Rahmanimanesh, Mohammad
    Keshavarzi, Parviz
    Azimifar, Zohreh
    [J]. MULTIMEDIA SYSTEMS, 2023, 29 (02) : 669 - 691
  • [5] RESEARCH OF SEMANTIC-BASED SCENE IMAGE RETRIEVAL
    Jiang, Derong
    Hu, Jianfeng
    [J]. PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 992 - 995
  • [6] Tag-Based Semantic Features for Scene Image Classification
    Sitaula, Chiranjibi
    Xiang, Yong
    Basnet, Anish
    Aryal, Sunil
    Lu, Xuequan
    [J]. NEURAL INFORMATION PROCESSING (ICONIP 2019), PT III, 2019, 11955 : 90 - 102
  • [7] Image transform bootstrapping and its applications to semantic scene classification
    Luo, JB
    Boutell, M
    Gray, RT
    Brown, C
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2005, 35 (03): : 563 - 570
  • [8] VERY HIGH RESOLUTION IMAGE SCENE CLASSIFICATION WITH SEMANTIC FISHER VECTORS
    Chaib, Souleyman
    Gu, Yanfeng
    Yao, Hongxun
    Belkadi, Khaled
    [J]. IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2018, : 6844 - 6847
  • [9] Remote Sensing Image Scene Classification by Multiple Granularity Semantic Learning
    Guo, Weilong
    Li, Shengyang
    Yang, Jian
    Zhou, Zhuang
    Liu, Yunfei
    Lu, Junjie
    Kou, Longxuan
    Zhao, Manqi
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2022, 15 : 2546 - 2562
  • [10] Research on high resolution synthetic aperture radar image urban scene classification based on local semantic representation
    Liang, Jianjuan
    Cao, Yongfeng
    Su, Caixia
    Sun, Hong
    [J]. PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 1817 - +