Face image barcodes by distributed cumulative histogram and clustering

被引:0
作者
Melnyk, Roman A. [1 ]
Kalychak, Yurii, I [1 ]
机构
[1] Lviv Polytech Natl Univ, Software Dept, Lvov, Ukraine
来源
15TH INTERNATIONAL CONFERENCE ON ADVANCED TRENDS IN RADIOELECTRONICS, TELECOMMUNICATIONS AND COMPUTER ENGINEERING (TCSET - 2020) | 2020年
关键词
distributed cumulative histogram; K-means clustering; face features; barcode; RECOGNITION;
D O I
10.1109/TCSET49122.2020.235589
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Two generations of distributed cumulative histogram are in the base of the proposed approach to determine face features. The rough barcodes of the face image were obtained. The clustering K-means algorithm was applied to features to get more contrast bands of color. Then rough barcodes were transformed to real barcodes by highlighting the maximal bands and remaining all other as black background.
引用
收藏
页码:346 / 349
页数:4
相关论文
共 50 条
[31]   Image Search Engine Based on Color Histogram and Zernike Moment [J].
Chifa, Nawal ;
Badri, Abdelmajid ;
Ruichek, Yassine ;
Sahel, Aicha .
UBIQUITOUS NETWORKING, UNET 2017, 2017, 10542 :632-640
[32]   Histogram Thresholding for Automatic Color Segmentation Based on k-means Clustering [J].
Prahara, Adhi ;
Yanto, Iwan Tri Riyadi ;
Herawan, Tutut .
RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING, 2017, 549 :344-354
[33]   Face description based on adaptive local weighted Gabor comprehensive histogram feature [J].
Gao, Tao ;
Zhao, X. M. ;
Chen, Ting ;
Liu, Z. W. ;
Ni, Ce .
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (10) :12893-12916
[34]   Double Deep Autoencoder for Heterogeneous Distributed Clustering [J].
Chen, Chin-Yi ;
Huang, Jih-Jeng .
INFORMATION, 2019, 10 (04)
[35]   Multi-view Subspace Clustering for Face Images [J].
Zhang, Xin ;
Dinh Phung ;
Venkatesh, Svetha ;
Duc-Son Pham ;
Liu, Wanquan .
2015 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA), 2015, :555-561
[36]   Face clustering using a weighted combination of deep representations [J].
Skiadopoulou, Dafni ;
Likas, Aristidis .
NEURAL COMPUTING & APPLICATIONS, 2022, 34 (02) :995-1006
[37]   Constrained Multi-View Video Face Clustering [J].
Cao, Xiaochun ;
Zhang, Changqing ;
Zhou, Chengju ;
Fu, Huazhu ;
Foroosh, Hassan .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (11) :4381-4393
[38]   Survey on Image Segmentation via Clustering [J].
Saraswathi, S. ;
Allirani, A. .
2013 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2013, :331-335
[39]   Determining Feasibility Level of Beef Quality Based on Histogram and K-Means Clustering [J].
Winiarti, Sri ;
Azhari, Ahmad ;
Agusta, Khalidia Mega .
2018 INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT INFORMATICS (SAIN), 2018, :195-198
[40]   PCA image coding with iterative clustering [J].
Wang, Chih-Wen ;
Yang, Wei-Sheng ;
Jeng, Jyh-Horng ;
Hsieh, Jer-Guang .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2016, 27 (03) :647-666