Improved urban flooding mapping from remote sensing images using generalized regression neural network-based super-resolution algorithm
Urban flooding is a serious natural hazard to many cities all over the world, which has
dramatic impacts on the urban environment and human life. Urban flooding mapping has …
dramatic impacts on the urban environment and human life. Urban flooding mapping has …
A review of spatiotemporal super-resolution mapping for remote sensing data fusion
Y Li, L Wang, X Liu, Q Chu… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Presently, due to the limitations of satellite launch cost and existing technology, it is scarcely
possible to obtain single remotely sensed images with both fine-spatial resolution and high …
possible to obtain single remotely sensed images with both fine-spatial resolution and high …
Joint sparse sub-pixel mapping model with endmember variability for remotely sensed imagery
Spectral unmixing and sub-pixel mapping have been used to estimate the proportion and
spatial distribution of the different land-cover classes in mixed pixels at a sub-pixel scale. In …
spatial distribution of the different land-cover classes in mixed pixels at a sub-pixel scale. In …
Integrating a scale-invariant feature of fractal geometry into the Hopfield neural network for super-resolution mapping
YF Su - International Journal of Remote Sensing, 2019 - Taylor & Francis
Super-resolution mapping (SRM) is a potential technique to improve image pattern
recognition by predicting the spatial distribution of class composition at a sub-pixel scale. A …
recognition by predicting the spatial distribution of class composition at a sub-pixel scale. A …
An exploration of the self-similarity of traditional settlements: the case of Xiaoliangjiang Village in Jingxing, Hebei, China
P Peng, X Zhou, S Wu, Y Zhang, J Zhao, L Zhao, J Wu… - Heritage Science, 2024 - Springer
In order to retain the characteristics and style of traditional settlements and respect their
layout and structure, it is necessary to carry out original planning and expansion of …
layout and structure, it is necessary to carry out original planning and expansion of …
Enhanced super-resolution mapping of urban floods based on the fusion of support vector machine and general regression neural network
Super-resolution mapping of urban flood (SMUF) is one of the hotspots in remote sensing
and urban environment research. In this letter, a new SMUF method based on the fusion of …
and urban environment research. In this letter, a new SMUF method based on the fusion of …
Improving super-resolution mapping by combining multiple realizations obtained using the indicator-geostatistics based method
Indicator-geostatistics based super-resolution mapping (IGSRM) is a popular super-
resolution mapping (SRM) method. Unlike most existing SRM methods that produce only …
resolution mapping (SRM) method. Unlike most existing SRM methods that produce only …
Integration of contextual knowledge in unsupervised subpixel classification: Semivariogram and pixel-affinity based approaches
PV Arun, KM Buddhiraju… - IEEE Geoscience and …, 2018 - ieeexplore.ieee.org
This letter investigates the use of coarse-image features for predicting class labels at a given
finer spatial scale. In this regard, two unsupervised subpixel mapping approaches, a …
finer spatial scale. In this regard, two unsupervised subpixel mapping approaches, a …
Integration of contextual knowledge in unsupervised sub-pixel classification
PV Arun, KM Buddhiraju… - 2016 8th Workshop on …, 2016 - ieeexplore.ieee.org
In this paper, we investigate the use of coarse image features for predicting class label
distributions at a finer scale. The major contributions of this work are 1) use of coarse image …
distributions at a finer scale. The major contributions of this work are 1) use of coarse image …
Subpixel Mapping Algorithms Based on Block Structural Self‐Similarity Learning
L Chen, T Wang, H Zhu - Mathematical Problems in …, 2017 - Wiley Online Library
Subpixel mapping (SPM) algorithms effectively estimate the spatial distribution of different
land cover classes within mixed pixels. This paper proposed a new subpixel mapping …
land cover classes within mixed pixels. This paper proposed a new subpixel mapping …