Jingxing Zhu
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View article: Graph-Based Multi-Resolution Cosegmentation for Coarse-to-Fine Object-Level SAR Image Change Detection
Graph-Based Multi-Resolution Cosegmentation for Coarse-to-Fine Object-Level SAR Image Change Detection Open
The ongoing launch of high-resolution satellites has led to a significant increase in the volume of synthetic aperture radar data, resulting in a high-resolution and high-revisit Earth observation that efficiently supports subsequent high-…
View article: TBFH: A Total-Building-Focused Hybrid Dataset for Remote Sensing Image Building Detection
TBFH: A Total-Building-Focused Hybrid Dataset for Remote Sensing Image Building Detection Open
Building extraction plays a crucial role in a variety of applications, including urban planning, high-precision 3D reconstruction, and environmental monitoring. In particular, the accurate detection of tall buildings is essential for relia…
View article: A Shadow Detection Method Combining Topography and Spectra for Remote Sensing Images in Mountainous Environments
A Shadow Detection Method Combining Topography and Spectra for Remote Sensing Images in Mountainous Environments Open
Shadow in remote sensing images can obscure important details of land features, making shadow detection crucial for enhancing the accuracy of subsequent analyses and applications. Current shadow detection methods primarily rely on the spec…
View article: A Segmentation-Based Optimal Seamline Generation Method for SAR Image Mosaic
A Segmentation-Based Optimal Seamline Generation Method for SAR Image Mosaic Open
In the mosaic creation of multiple high-resolution synthetic aperture radar (SAR) images, achieving an optimal seamline in overlapping areas is crucial for seamless and visually satisfactory results. Many existing seamline generation metho…
View article: Unsupervised SAR Image Change Detection Based on Structural Consistency and CFAR Threshold Estimation
Unsupervised SAR Image Change Detection Based on Structural Consistency and CFAR Threshold Estimation Open
Despite the remarkable progress made in recent years, until today, the automatic detection of changes in synthetic aperture radar (SAR) images remains a difficult task due to speckle noise. This inherent multiplicative noise tends to incre…
View article: Pre-Processing of Inner CCD Image Stitching of the SDGSAT-1 Satellite
Pre-Processing of Inner CCD Image Stitching of the SDGSAT-1 Satellite Open
Spliced optical satellite cameras suffering from low stitching accuracy are influenced by various factors which can greatly restrict their applications. Most previous studies have focused on the geometric precision of stitched images, whic…
View article: SAR Image Segmentation by Efficient Fuzzy C-Means Framework with Adaptive Generalized Likelihood Ratio Nonlocal Spatial Information Embedded
SAR Image Segmentation by Efficient Fuzzy C-Means Framework with Adaptive Generalized Likelihood Ratio Nonlocal Spatial Information Embedded Open
The existence of multiplicative noise in synthetic aperture radar (SAR) images makes SAR segmentation by fuzzy c-means (FCM) a challenging task. To cope with speckle noise, we first propose an unsupervised FCM with embedding log-transforme…