Multi-scale binarization of images

被引：16

作者：

Tabbone, S ^{[1
]}

Wendling, L ^{[1
]}

机构：

[1] Univ Nancy 2, LORIA, F-54506 Vandoeuvre Les Nancy, France

来源：

PATTERN RECOGNITION LETTERS | 2003年 / 24卷 / 1-3期

关键词：

binarization; multi-scale; gray-scale images;

D O I：

10.1016/S0167-8655(02)00265-9

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we propose an original approach for the binarization of gray-level images. A multi-scale algorithm based on a statistical test of homogeneity decides if a region belongs to the background or not. At each iteration the image is smoothed with a nonlinear filter to remove the noise. Stable regions in scale space are used as a model to automatically find a threshold from the intensity histogram. (C) 2002 Elsevier Science B.V. All rights reserved.

引用

页码：403 / 411

页数：9

共 50 条

[41] Multi-scale MAP estimation of high-resolution images
Zhao, Shubin
ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS, 2006, 4319 : 1059 - 1066
[42] Microaneurysms detection in retinal images using a multi-scale approach
Soares, Ivo
Castelo-Branco, Miguel
Pinheiro, Antonio
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 79
[43] Forgery Detection in Digital Images by Multi-Scale Noise Estimation
Gardella, Marina
Muse, Pablo
Morel, Jean-Michel
Colom, Miguel
JOURNAL OF IMAGING, 2021, 7 (07)
[44] Target tracking based on nonparametric clustering and multi-scale images
School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China
不详
Huanan Ligong Daxue Xuebao, 2009, 1 (34-41):
[45] FUSION MULTI-SCALE SUPERPIXEL FEATURES FOR CLASSIFICATION OF HYPERSPECTRAL IMAGES
Li, Shanshan
Zhang, Bing
Jia, Xiuping
Wu, Hua
2016 8TH WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING (WHISPERS), 2016,
[46] Multi-scale Based Adaptive SRAD for Ultrasound Images Enhancement
Yoo, B. C.
Ryu, J. G.
Park, H. K.
Nishimura, T. H.
WCECS 2008: ADVANCES IN ELECTRICAL AND ELECTRONICS ENGINEERING - IAENG SPECIAL EDITION OF THE WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, PROCEEDINGS, 2009, : 258 - 266
[47] Multi-scale classification based lesion segmentation for dermoscopic images
Abedini, Mani
Codella, Noel
Chakravorty, Rajib
Garnavi, Rahil
Gutman, David
Helba, Brian
Smith, John R.
2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 1361 - 1364
[48] Dermoscopy Images Enhancement via Multi-Scale Morphological Operations
Mello-Roman, Julio Cesar
Vazquez Noguera, Jose Luis
Legal-Ayala, Horacio
Garcia-Torres, Miguel
Facon, Jacques
Pinto-Roa, Diego P.
Grillo, Sebastian A.
Salgueiro Romero, Luis
Salgueiro Toledo, Lizza A.
Bareiro Paniagua, Laura Raquel
Leguizamon Correa, Deysi Natalia
Mello-Roman, Jorge Daniel
APPLIED SCIENCES-BASEL, 2021, 11 (19):
[49] Multi-Scale Proposal Generation for Ship Detection in SAR Images
Liu, Nengyuan
Cao, Zongjie
Cui, Zongyong
Pi, Yiming
Dang, Sihang
REMOTE SENSING, 2019, 11 (05)
[50] Multi-scale analysis based space array images registration
Dong, Tianzhen
Deng, Tingquan
Fu, Qiang
Dai, Jiashu
Xu, Jin
2011 AASRI CONFERENCE ON APPLIED INFORMATION TECHNOLOGY (AASRI-AIT 2011), VOL 1, 2011, : 272 - 275

← 1 2 3 4 5 →