Image Filtering Based on Locally Estimated Geodesic Functions

被引：1

作者：

Grazzini, Jacopo ^{[1
]}

Soille, Pierre ^{[1
]}

机构：

[1] Commiss European Communities, Joint Res Ctr, Spatial Data Infrastruct Unit, Inst Environm & Sustainabil, I-21027 Ispra, VA, Italy

来源：

COMPUTER VISION AND COMPUTER GRAPHICS: THEORY AND APPLICATIONS | 2009年 / 24卷

关键词：

NONLINEAR DIFFUSION; DISTANCE; SPACE; EDGE;

D O I：

10.1007/978-3-642-10226-4_10

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 addresses the problem of edge-preserving smoothing of natural images. A novel adaptive approach as a preprocessing stage in feature extraction and/or image segmentation. It performs a weighted convolution by combining both spatial and tonal information in a single similarity measure based on the local calculation of geodesic time functions. Two different strategies are derived for smoothing heterogeneous areas while preserving relevant structures.

引用

页码：123 / 134

页数：12

共 50 条

[31] Image recoloring using geodesic distance based color harmonization
Li X.
Zhao H.
Nie G.
Huang H.
Computational Visual Media, 2015, 1 (02) : 143 - 155
[32] A Region-Based Randers Geodesic Approach for Image Segmentation
Da Chen
Jean-Marie Mirebeau
Huazhong Shu
Laurent D. Cohen
International Journal of Computer Vision, 2024, 132 (2) : 349 - 391
[33] Estimating geodesic distances on locally linear patches
Meng, Deyu
Xu, Zongben
Gu, Nannan
Dai, Mingwei
2007 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1-3, 2007, : 67 - 70
[34] Locally nonexpansive mappings in geodesic and length spaces
Alghamdi, Maryam A.
Kirk, W. A.
Shahzad, Naseer
TOPOLOGY AND ITS APPLICATIONS, 2014, 173 : 59 - 73
[35] ISOLLE: Locally linear embedding with geodesic distance
Varini, C
Degenhard, A
Nattkemper, T
KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005, 2005, 3721 : 331 - 342
[36] LOCALLY EXTREMAL GEODESIC LOOPS ON A RIEMANNIAN MANIFOLD
Luis Flores, Jose
PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY, 2018, 146 (09) : 4029 - 4033
[37] ON TOTALLY GEODESIC SUBMANIFOLDS IN LOCALLY SYMMETRIC SPACES
NAKAGAWA, H
SHIOHAMA, K
JOURNAL OF THE MATHEMATICAL SOCIETY OF JAPAN, 1970, 22 (03) : 342 - +
[38] Geodesic Image and Video Editing
Criminisi, Antonio
Sharp, Toby
Rother, Carsten
Perez, Patrick
ACM TRANSACTIONS ON GRAPHICS, 2010, 29 (05):
[39] Hyperspectral Image Classification Based on Mutually Guided Image Filtering
Zhan, Ying
Hu, Dan
Yu, Xianchuan
Wang, Yufeng
REMOTE SENSING, 2024, 16 (05)
[40] A Digital Image Denoising Algorithm Based on Gaussian Filtering and Bilateral Filtering
Piao, Weiying
Yuan, Yibao
Lin, Haijun
4TH ANNUAL INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORK (WCSN 2017), 2018, 17

← 1 2 3 4 5 →