Automatic image edge extraction and segmentation by random seed region search algorithm

被引：0

作者：

Ji, WH ^{[1
]}

Yu, HM ^{[1
]}

Liu, YY ^{[1
]}

机构：

[1] Zhejiang Univ, Informat Sci & Elect Engn Dept, Hangzhou 310027, Zhejiang, Peoples R China

来源：

PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2 | 2003年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper proposes a new automatic image edge extraction and segmentation method. Firstly, We extract the image's edge automatically by random seed regions search algorithm. Obviously, we can choose the initial seed randomly and automatically. Moreover, we can adjust segmentation threshold automatically depending on contrast of image. Then, we conclude that our algorithm is effective comparing with the other's popular image edge extraction and segmentation methods.

引用

页码：1095 / 1100

页数：6

共 50 条

[21] An automatic region-based image segmentation algorithm for remote sensing applications
Wang, Zhongwu
Jensen, John R.
Im, Jungho
ENVIRONMENTAL MODELLING & SOFTWARE, 2010, 25 (10) : 1149 - 1165
[22] Automatic clustering using a local search-based human mental search algorithm for image segmentation
Mousavirad, Seyed Jalaleddin
Ebrahimpour-Komleh, Hossein
Schaefer, Gerald
APPLIED SOFT COMPUTING, 2020, 96
[23] Automatic cluster evolution using gravitational search algorithm and its application on image segmentation
Kumar, Vijay
Chhabra, Jitender Kumar
Kumar, Dinesh
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2014, 29 : 93 - 103
[24] Automatic Image Segmentation by Dynamic Region Merging
Peng, Bo
Zhang, Lei
Zhang, David
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (12) : 3592 - 3605
[25] Automatic image segmentation system through iterative edge-region co-operation
Kermad, CD
Chehdi, K
IMAGE AND VISION COMPUTING, 2002, 20 (08) : 541 - 555
[26] Image segmentation with FCM algorithm and edge detection
Li, H
Lai, SL
Li, SF
PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN & COMPUTER GRAPHICS, 1999, : 832 - 835
[27] An Automatic Clustering Algorithm Based on Region Segmentation
Chen, Zhaowei
Chang, Dongxia
Zhao, Yao
IEEE ACCESS, 2018, 6 : 74247 - 74259
[28] A Color Image Segmentation Algorithm by Integrating Watershed with Automatic Seeded Region Growing and Merging
Xu, Guoxiong
Bu, Yingmin
Wang, Liqiang
Li, Hongfeng
2011 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC IMAGING AND PROCESSING TECHNOLOGY, 2011, 8200
[29] A Region-based Image Segmentation Approach with KMC Algorithm of Automatic Determination K
Zhou, Yong-mei
Yang, Ai-min
Jiang, Sheng-yi
International Conference on Intelligent Computation Technology and Automation, Vol 2, Proceedings, 2008, : 95 - 99
[30] Quantum Image Edge Extraction Algorithm for Noisy Image
Chetia, Rajib
Sahu, Partha Pratim
IETE JOURNAL OF RESEARCH, 2024, 70 (05) : 5348 - 5363

← 1 2 3 4 5 →