The Research of Multi-scale Effect on Remote Sensing Image Object Detection

2022 ◽  
pp. 367-375
Author(s):  
Guangkuo Ma ◽  
Yifan Dong ◽  
Yun Su ◽  
Wei Xu ◽  
Pingping Huang
Keyword(s):  
Remote Sensing ◽  
Object Detection ◽  
Scale Effect ◽  
Remote Sensing Image ◽  
Multi Scale ◽  
Image Object Detection ◽  
Image Object

Remote sensing image object detection based on rotatable bounding box

2021 ◽  
Author(s):  
Wenhua Zhuang ◽  
Xiao-Gang Tang ◽  
Guangyu Yang ◽  
Guangming Yuan ◽  
Haoyuan Yu
Keyword(s):  
Remote Sensing ◽  
Object Detection ◽  
Remote Sensing Image ◽  
Bounding Box ◽  
Image Object Detection ◽  
Image Object

scholarly journals Remote Sensing Image Object Detection Based on Angle Classification

IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 118696-118707
Author(s):  
Pengfei Shi ◽  
Zhongxin Zhao ◽  
Xinnan Fan ◽  
Xijun Yan ◽  
Wei Yan ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Object Detection ◽  
Remote Sensing Image ◽  
Image Object Detection ◽  
Image Object

Fusion based feature reinforcement component for remote sensing image object detection

2020 ◽  
Vol 79 (47-48) ◽  
pp. 34973-34992
Author(s):  
Dongjun Zhu ◽  
Shixiong Xia ◽  
Jiaqi Zhao ◽  
Yong Zhou ◽  
Qiang Niu ◽  
...  
Keyword(s):  
Remote Sensing ◽  
Object Detection ◽  
Remote Sensing Image ◽  
Image Object Detection ◽  
Image Object

scholarly journals OBJECT-ORIENTED CHANGE DETECTION BASED ON MULTI-SCALE APPROACH

2016 ◽  
Vol XLI-B7 ◽  
pp. 517-522
Author(s):  
Yonghong Jia ◽  
Mingting Zhou ◽  
Ye Jinshan
Keyword(s):  
Remote Sensing ◽  
High Resolution ◽  
Change Detection ◽  
Object Oriented ◽  
Remote Sensing Image ◽  
Multi Scale ◽  
Single Scale ◽  
High Resolution Images ◽  
Image Object ◽  
Scale Classification

The change detection of remote sensing images means analysing the change information quantitatively and recognizing the change types of the surface coverage data in different time phases. With the appearance of high resolution remote sensing image, object-oriented change detection method arises at this historic moment. In this paper, we research multi-scale approach for high resolution images, which includes multi-scale segmentation, multi-scale feature selection and multi-scale classification. Experimental results show that this method has a stronger advantage than the traditional single-scale method of high resolution remote sensing image change detection.

scholarly journals OBJECT-ORIENTED CHANGE DETECTION BASED ON MULTI-SCALE APPROACH

2016 ◽  
Vol XLI-B7 ◽  
pp. 517-522
Author(s):  
Yonghong Jia ◽  
Mingting Zhou ◽  
Ye Jinshan
Keyword(s):  
Remote Sensing ◽  
High Resolution ◽  
Change Detection ◽  
Object Oriented ◽  
Remote Sensing Image ◽  
Multi Scale ◽  
Single Scale ◽  
High Resolution Images ◽  
Image Object ◽  
Scale Classification

The change detection of remote sensing images means analysing the change information quantitatively and recognizing the change types of the surface coverage data in different time phases. With the appearance of high resolution remote sensing image, object-oriented change detection method arises at this historic moment. In this paper, we research multi-scale approach for high resolution images, which includes multi-scale segmentation, multi-scale feature selection and multi-scale classification. Experimental results show that this method has a stronger advantage than the traditional single-scale method of high resolution remote sensing image change detection.

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