Zobrazeno 1 - 10
of 128
pro vyhledávání: '"Heterogeneous images"'
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 2052-2062 (2025)
Super-resolution image reconstruction (SRR) is an important task in remote sensing image (RSI) processing, which can serve the application fields, such as natural resources exploration and agricultural monitoring. Recently deep learning based methods
Externí odkaz:
https://doaj.org/article/4f3b48af996948219694bbcfe497c59b
Publikováno v:
European Journal of Remote Sensing, Vol 57, Iss 1 (2024)
The presence of heterogeneous image disparities often leads to inferior quality in the generated difference images during change detection. This paper proposes a self-supervised change detection of heterogeneous images based on a difference algorithm
Externí odkaz:
https://doaj.org/article/f3c1b9683e914ce588ebf8bd378c0404
Publikováno v:
International Journal of Applied Earth Observations and Geoinformation, Vol 131, Iss , Pp 103969- (2024)
Effectively utilizing the complementary characteristics between optical and SAR remote sensing images to accurately identify change information is of great practical significance. Direct pixel comparisons are challenging since they come from sensors
Externí odkaz:
https://doaj.org/article/91b21461c5d14934a352a4f3949788aa
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 19451-19466 (2024)
In this article, we consider the issue of change detection (CD) for heterogeneous remote sensing images. Existing deep learning-based methods for CD usually utilize square convolution receptive fields, which do not sufficiently exploit the contextual
Externí odkaz:
https://doaj.org/article/075664dad18b4daab6d91707dd03dac1
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11563-11582 (2024)
Change detection (CD) is one of the most important research areas in remote sensing. With the fast development of imaging techniques, CD using cross-domain remote sensing images (CDCD) has attracted extensive attention from the community. However, CD
Externí odkaz:
https://doaj.org/article/a338f8e15bbe4a28b40cb8105b31adaf
Publikováno v:
Geocarto International, Vol 39, Iss 1 (2024)
The task of change detection (CD) in optical and SAR images is an ever-evolving and demanding subject within the realm of remote sensing (RS). It holds great significance to identify the target areas by using complementary information between the two
Externí odkaz:
https://doaj.org/article/c2a18c274dc743cb9e7c0a63be6a3fd4
Publikováno v:
EURASIP Journal on Image and Video Processing, Vol 2023, Iss 1, Pp 1-17 (2023)
Abstract Heterogeneous scene matching is a key technology in the field of computer vision. The image rotation problem is popular and difficult in the field of heterogeneous scene matching. In this paper, a heterogeneous scene matching method based on
Externí odkaz:
https://doaj.org/article/c844b7b22fdb4731bc7a161b7329f72f
Publikováno v:
Remote Sensing, Vol 16, Iss 11, p 1961 (2024)
Heterogeneous image change detection is a very practical and challenging task because the data in the original image have a large distribution difference and the labeled samples of the remote sensing image are usually very few. In this study, we focu
Externí odkaz:
https://doaj.org/article/9796c33c2a9c45a38080b1d3508891b5
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 2559-2572 (2023)
With the development of Earth observation technology, more multisource remote sensing images are obtained from various satellite sensors and significantly enrich the data source of change detection (CD). However, the utilization of multisource bitemp
Externí odkaz:
https://doaj.org/article/e0fdbfb3daa74d7abe0c207837ab0d59
Publikováno v:
International Journal of Digital Earth, Vol 15, Iss 1, Pp 1056-1080 (2022)
The change detection (CD) of heterogeneous remote sensing images is an important but challenging task. The difficulty is to obtain the change information by directly comparing the different statistical characteristics of the images acquired by differ
Externí odkaz:
https://doaj.org/article/3fa5bd2d3c614cc9ae06734298773138