A method of color edge detection using mathematical morphology

被引：0

作者：

Zhang, Xinghui ^{[1
]}

Li, Jiuying ^{[2
]}

机构：

[1] Ankang Univ, Dept Elect & Informat, Ankang, Peoples R China

[2] Xian Commun Inst, Xian 710106, Peoples R China

来源：

2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4 | 2012年

关键词：

watershed segmentation; morphological opening-closing reconstruction; gradient reconstruction; region merging;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

It is difficult to effectively distinguish the similarity between colors in RGB color space, so color image processing is implemented in HSI space which reflects the features of human vision. An adaptive algorithm of color image edge detection based on multiple structure and multi-scale elements in HSI space is proposed Firstly, morphological edge detection is executed by using different structure and different scale elements to hue, saturation and intensity. Then, according to the weight derived from information entropy, the color edge information is obtained by combining component's edge information. The experimental results show that proposed algorithm can make full use of the hue, saturation and intensity information to effectively eliminate the noise and adaptively extract the complete edge information.

引用

页码：1633 / 1637

页数：5

共 50 条

[21] Interactive Object Segmentation Using Color Similarity based Nearest Neighbor Regions Mergence [J].

Zhang, Jun ;

Zhang, Qieshi .

SEVENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2014), 2015, 9445

[22] Performance Evaluation of Color Image Segmentation using K Means Clustering and Watershed Technique [J].

Vij, Sugandhi ;

Sharma, Sandeep ;

Marwaha, Chetan .

2013 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND NETWORKING TECHNOLOGIES (ICCCNT), 2013,

[23] A new method for mesoscale eddy detection based on watershed segmentation algorithm [J].

Qin, Lijuan ;

Dong, Qing ;

Xue, Cunjin ;

Hou, Xueyan ;

Song, Wanjiao .

OCEAN REMOTE SENSING AND MONITORING FROM SPACE, 2014, 9261

[24] Spatial color histogram-based image segmentation using texture-aware region merging [J].

Lee, Ho Sub ;

Cho, Sung In .

MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (17) :24573-24600

[25] Spatial color histogram-based image segmentation using texture-aware region merging [J].

Ho Sub Lee ;

Sung In Cho .

Multimedia Tools and Applications, 2022, 81 :24573-24600

[26] Region-based Building Extraction of High Resolution Satellite Images Using Color Invariant Features [J].

Ko, Areum ;

Byun, Younggi ;

Park, Woojin ;

Kim, Yongil .

KOREAN JOURNAL OF REMOTE SENSING, 2011, 27 (02) :75-87

[27] Application of Biomimetic Nanomaterials in Biological Detection and the Intelligent Recognition Method of Nanoparticle Images [J].

He, Ying .

JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2021, 16 (01) :23-30

[28] Microbleeds Detection Using Watershed-Driven Active Contour [J].

Tajudin, Amin Sabirin ;

Sulaiman, Siti Noraini ;

Isa, Iza Sazanita ;

Soh, Zainal Hisham Che ;

Karim, Noor Khairiah A. ;

Shuaib, Ibrahim Lutfi .

2017 7TH IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE), 2017, :320-324

[29] Segmentation of ultrasound medical image using a hybrid method [J].

Guan, Hui ;

Li, De-yu ;

Lin, Jiang-li ;

Wang, Tian-fu .

2007 IEEE/ICME INTERNATIONAL CONFERENCE ON COMPLEX MEDICAL ENGINEERING, VOLS 1-4, 2007, :644-647

[30] A noval method of image segmentation using watershed transformation [J].

Ji, Qinghua ;

Shi, Ronggang .

2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, :1590-1594

← 1 2 3 4 5 →