Color and multiscale texture features from vectorial mathematical morphology

被引：7
|
作者：
Ledoux, A. [1 ]
Richard, N. [1 ]
机构：
[1] Univ Poitiers, XLIM SIC JUR CNRS 7252, Bat SP2MI,Bd Marie & Pierre Curie,Teleport 2, F-86962 Futuroscope, France
来源：
SIGNAL IMAGE AND VIDEO PROCESSING | 2016年 / 10卷 / 03期
关键词：
Color image; Texture features; Vector information; Perceptual distance;
D O I：
10.1007/s11760-015-0759-3
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, we explore an original way to compute texture features for color images in a vector process. Using a dedicated approach for color ordering, we produce a complete framework for color mathematical morphology adapted to human visual system characteristics. Then, morphological multiscale texture features are defined. To understand the texture feature behavior, we present the feature response to basic images variations. Finally, we compare the texture feature performance in front of a classical classification task using Outex database.
引用
收藏
页码：431 / 438
页数：8
相关论文
共 50 条
  • [21] Representing multiscale N-folded symmetry in color texture
    Thai, B
    Healey, G
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL I, 1997, : 807 - 810
  • [22] Perceptually-tuned multiscale color-texture segmentation
    Chen, JQ
    Pappas, TN
    Mojsilovic, A
    Rogowitz, BE
    [J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 921 - 924
  • [23] Food Recognition by Combined Bags of Color Features and Texture Features
    Sasano, Shota
    Han, Xian-Hua
    Chen, Yen-Wei
    [J]. 2016 9TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2016), 2016, : 815 - 819
  • [24] Color and Texture Features for Image Indexing and Retrieval
    Murala, Subrahmanyam
    Balaji, Anil
    Maheshwari, Gonde R. P.
    [J]. 2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 1411 - 1416
  • [25] Image Retrieval based on Color and Texture Features
    Chen, Xiuxin
    Zheng, Ya
    Yu, Chongchong
    Gao, Cheng
    [J]. 2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 403 - 406
  • [26] Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking
    Prasath, V. B. Surya
    [J]. PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2009, 5909 : 339 - 344
  • [27] The Role of Color and Texture Features in Glaucoma Detection
    Pathan, Sumaiya
    Kumar, Preetham
    Pai, Radhika M.
    [J]. 2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 526 - 530
  • [28] Combining color and texture features for image retrieval
    Wang, Guiting
    Tian, Baobao
    Jiao, Licheng
    [J]. MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2, 2007, 6786
  • [29] Combining multiple features for color texture classification
    Cusano, Claudio
    Napoletano, Paolo
    Schettini, Raimondo
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2016, 25 (06)
  • [30] Fusing color and texture features for background model
    Hongxun zhang
    De xu
    [J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 887 - 893
12345