Zobrazeno 1 - 10
of 196
pro vyhledávání: '"Huanxin Zou"'
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 5317-5331 (2024)
Semantic segmentation is an essential task in polarimetric synthetic aperture radar (PolSAR) image interpretation. To address the issue of insufficient measurement ability of single-view similarity, an unsupervised semantic segmentation method for Po
Externí odkaz:
https://doaj.org/article/245fde4e4b3b4c07a5792016ba7f9899
Publikováno v:
International Journal of Applied Earth Observations and Geoinformation, Vol 128, Iss , Pp 103717- (2024)
Remote sensing (RS) instance segmentation is an important but challenging task due to multi-oriented, densely arranged objects and lack of mask annotation. Compared with redundant horizontal bounding-box (HBB) and expensive pixel-level annotation, or
Externí odkaz:
https://doaj.org/article/52c4427701fe41e1ab95f851b7d7f244
Publikováno v:
Remote Sensing, Vol 15, Iss 23, p 5575 (2023)
A significant challenge in detecting objects in complex remote sensing (RS) datasets is from small objects. Existing detection methods achieve much lower accuracy on small objects than medium and large ones. These methods suffer from limited feature
Externí odkaz:
https://doaj.org/article/297e876a43254d7cb891b44b306e4be0
Publikováno v:
Remote Sensing, Vol 15, Iss 10, p 2547 (2023)
Synthetic aperture radar (SAR) images have been extensively used in earthquake monitoring, resource survey, agricultural forecasting, etc. However, it is a challenge to interpret SAR images with severe speckle noise and geometric deformation due to t
Externí odkaz:
https://doaj.org/article/7fe61d9ac2144ff48c5238b7a89e1d5d
Publikováno v:
Water, Vol 15, Iss 8, p 1472 (2023)
As wastewater treatment usually involves complicated biochemical reactions, leading to strong coupling correlation and nonlinearity in water quality parameters, it is difficult to analyze and optimize the control of the wastewater treatment plant (WW
Externí odkaz:
https://doaj.org/article/f4db69d9615041229686ec58ee78808c
Publikováno v:
Remote Sensing, Vol 15, Iss 6, p 1598 (2023)
Semantic segmentation of high-resolution remote sensing images (HRSI) is significant, yet challenging. Recently, several research works have utilized the self-attention operation to capture global dependencies. HRSI have complex scenes and rich detai
Externí odkaz:
https://doaj.org/article/4648760d5fee423b979b42eccab8826a
Publikováno v:
Leida xuebao, Vol 10, Iss 1, Pp 20-34 (2021)
Considering the lack of similarity capabilities of the distance metric used in the traditional Polarimetric Synthetic Aperture Radar (PolSAR) image superpixel segmentation algorithm, a novel PolSAR image superpixel segmentation algorithm based on geo
Externí odkaz:
https://doaj.org/article/92a9dc06971a4b19a167d12efa18603e
Publikováno v:
Remote Sensing, Vol 15, Iss 4, p 1123 (2023)
Superpixel generation of polarimetric synthetic aperture radar (PolSAR) images is widely used for intelligent interpretation due to its feasibility and efficiency. However, the initial superpixel size setting is commonly neglected, and empirical valu
Externí odkaz:
https://doaj.org/article/2dd9274449be4eda88b13e5ba5d59ceb
Publikováno v:
Remote Sensing, Vol 14, Iss 22, p 5873 (2022)
Distance measure plays a critical role in various applications of polarimetric synthetic aperture radar (PolSAR) image data. In recent decades, plenty of distance measures have been developed for PolSAR image data from different perspectives, which,
Externí odkaz:
https://doaj.org/article/363e9d864fcc4d86946b083bb3816a94
Publikováno v:
IEEE Access, Vol 7, Pp 78347-78366 (2019)
Unsupervised polarimetric synthetic aperture radar (PolSAR) image classification is an important task in PolSAR automatic image analysis and interpretation. Generally, a group of features is insufficient to effectively classify PolSAR images, especia
Externí odkaz:
https://doaj.org/article/1402b393e0814d5ead0bd057d419b748