Transformation-invariant extraction of multi-location image features from remote sensing imagery

机译：遥感影像中多位置图像特征的变换不变提取

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

A novel method of transformation-invariant feature extraction called multi-location saliency pattern is proposed in this paper for object recognition and image matching. Multi-location image features are extracted in salient image points, which indicate image locations with high intensity contrast, region homogeneity and shape saliency. Three distinctive types of fragment descriptors are extracted to form the descriptor vector: pose, regional shape, and intensity (texture) descriptors. Pose characteristics and regional shape descriptors are made invariant to image similarity transformations.

机译：提出了一种新的变换不变特征提取方法，称为多位置显着性模式，用于目标识别和图像匹配。在显着的图像点中提取多位置图像特征，这些图像点指示具有高强度对比度，区域均匀性和形状显着性的图像位置。提取三种不同类型的片段描述符以形成描述符向量：姿势，区域形状和强度（纹理）描述符。使姿势特征和区域形状描述符对于图像相似性变换而言是不变的。

著录项

来源
《2010 IEEE International Geoscience and Remote Sensing Symposium》|2010年|p.2471-2474|共4页
会议地点
作者
Palenichka R.M.; Lakhssassi A.; Zaremba M.B.;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类地球物理学;
关键词
attention operator; feature extraction; image matching; regional shape; salient point;

机译：注意算子;特征提取;图像匹配;区域形状;凸点;

相似文献

外文文献
中文文献
专利

1. Application of a Fast Linear Feature Detector to Road Extraction From Remotely Sensed Imagery [J] . Shao Y., Guo B., Hu X., Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of . 2011,第3期

机译：快速线性特征检测器在遥感影像道路提取中的应用
2. A semi-automatic segmentation procedure for feature extraction in remotely sensed imagery [J] . Zhang QF, Pavlic G, Chen WJ, Computers & geosciences . 2005,第3期

机译：用于遥感影像特征提取的半自动分割程序
3. Change Detection/Feature Extraction System Based on Remotely Sensed Imagery [J] . Myunghee Jung, Eui-Jung Yun Key Engineering Materials . 2005,第Pt1期

机译：基于遥感影像的变化检测/特征提取系统
4. TRANSFORMATION-INVARIANT EXTRACTION OF MULTI-LOCATION IMAGE FEATURES FROM REMOTE SENSING IMAGERY [C] . Roman M. Palenichka, Ahmed Lakhssassi, Marek B. Zaremba IEEE International Geoscience and Remote Sensing Symposium . 2010

机译：遥感图像中的多位置图像特征的转换 - 不变提取
5. Shoreline feature extraction from remotely sensed imagery. [D] . Loos, Eduardo Araujo. 2002

机译：从遥感影像中提取海岸线特征。
6. Geometric feature descriptor and dissimilarity-based registration of remotely sensed imagery [O] . Seyed M. M. Kahaki, Haslina Arshad, Md Jan Nordin, -1

机译：遥感图像的几何特征描述符和基于不相似度的配准
7. A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery [O] . Sicong Liu, Qing Hu, Xiaohua Tong, 2020

机译：一种多尺寸的超像素引导滤波器特征提取和选择方法，用于非常高分辨率传感图像的分类
8. Neutral-Network-Fusion Architecture for Automatic Extraction of Oceanographic Features from Satellite Remote Sensing Imagery [R] . Askari, F. , Zerr, B. 1999

机译：中性网络融合架构从卫星遥感影像中自动提取海洋特征

Transformation-invariant extraction of multi-location image features from remote sensing imagery

摘要

著录项

相似文献

相关主题

期刊订阅