Plant Leaves Edge Detection Using Mean-shift Algorithm and Wavelet Transform

被引：0

作者：

Yang, Dong ^{[1
]}

Hu, Chun-Hua ^{[1
]}

Zhou, Yao ^{[1
]}

机构：

[1] Nanjing Forest Univ, Coll Informat Sci & Technol, Nanjing 210037, Jiangsu, Peoples R China

来源：

2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELING, SIMULATION AND APPLIED MATHEMATICS (CMSAM 2016) | 2016年

关键词：

Mean shift algorithm; Wavelet transform; The spatial bandwidth; The canny operator; Edge detection;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

In this paper, a novel edge detection algorithm based on Mean-shift algorithm and wavelet transform is proposed to accurately segment the Leaves in the Leaf overlapped and grain complex situations. Firstly, Mean-shift algorithm of adaptive spatial bandwidth selection was put forward to smooth the plants leaves image Secondly two-dimensional wavelet transform was utilized to enhance contrast ratio. Then the edge of the plant leaf was lastly detected based on Canny operator. Compared with traditional edge detection algorithms, this edge detected by this method has a better continuity and has a higher signal-to-noise ratio.

引用

页码：267 / 271

页数：5

共 50 条

[31] K-Centers Mean-shift Reverse Mean-shift Clustering Algorithm over Heterogeneous Wireless Sensor Networks
Xie, Qing Yan
Cheng, Yizong
2014 WIRELESS TELECOMMUNICATIONS SYMPOSIUM (WTS), 2014,
[32] MEAN-SHIFT TRACKING ALGORITHM WITH WEIGHT FUSION STRATEGY
Wang, Lingfeng
Pan, Chunhong
Xiang, Shiming
2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 473 - 476
[33] Face Tracking Using Modified Forward-Backward Mean-Shift Algorithm
Varadarajan, V.
Lokesh, S. V.
Ramesh, A.
Vanitha, A.
Vaidehi, V.
DATA SCIENCE ANALYTICS AND APPLICATIONS, DASAA 2017, 2018, 804 : 46 - 59
[34] Edge Computing Method of Partial Discharge Based on Mean-shift
Tian J.
Song H.
Luo L.
Sheng G.
Jiang X.
Dianwang Jishu/Power System Technology, 2021, 45 (06): : 2449 - 2456
[35] THE IMPROVEMENT AND REALIZATION OF A KIND OF MEAN-SHIFT TRACKING ALGORITHM
Wang, Ming
INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE & TECHNOLOGY, PROCEEDINGS, 2009, : 255 - 257
[36] Ear image edge detection algorithm based on mean shift
Liu, Xiangyang
Lu, Ling
Chen, Xiaogang
Journal of Information and Computational Science, 2008, 5 (04): : 1765 - 1770
[37] An improved method of edge detection based on the mean shift algorithm
Wei, Laixing
Liu, Bo
Mou, Jiao
7TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONICS MATERIALS AND DEVICES FOR SENSING AND IMAGING, 2014, 9284
[38] Edge Detection in Noisy Images Using Wavelet Transform
Vikas, P.
Sri Lakshmi, M.
Rajkumar, M. Sampath
Prasad, P. M. K.
2015 NATIONAL CONFERENCE ON RECENT ADVANCES IN ELECTRONICS & COMPUTER ENGINEERING (RAECE), 2015, : 36 - 39
[39] IMAGE EDGE DETECTION SCHEME USING WAVELET TRANSFORM
Kumar, Kamlesh
Li, Jian-Ping
Khan, Saeed Ahmed
Mustafa, Nadir
Shaikh, Riaz Ahmed
Khan, Asif
2014 11TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP), 2014, : 261 - 265
[40] Performance analysis for tracking of variable scale objects using mean-shift algorithm
Peng, NS
Yang, J
Liu, Z
OPTICAL ENGINEERING, 2005, 44 (07) : 1 - 3

← 1 2 3 4 5 →