Observing and precisely defining change, in this context, requires both time-series data and pixel-wise segmentations. To that end, we propose the DynamicEarthNet dataset that consists of daily, multi-spectral satellite observations of 75 selected areas of interest distributed over the globe with ...
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding MLRSNet provides different perspectives of the world captured from satellites. That is, it is composed of high spatial resolution optical satellite images. MLRSNet contains 109,161 remote sensing image...
Dubai-Satellite-Imagery-Multiclass-Segmentation Note: Use Jupyter NbViewer to load the code if GitHub doesn't render Please copy the links of the .ipynb files and paste it in NbViewer if GitHub fails to load it in the browser. Dataset Humans in the Loop has published an open access dataset...
Motion estimation is an important approach to acquiring motion information of all targets in satellite video while it provides the ability to real-time monitor the Earth observation region. Compared with the case in computer vision, motion estimation in
satellite image resolution. For this reason, increasing attention is being paid to alternative airborne remote sensing systems, such as UAVs. Photos taken by UAVs can be used to construct a 3D model of a particular point of interest (POI) using the structure-from-motion (SfM) and multiview ...
View article Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects Zhiwei Li, ... Liangpei Zhang, in ISPRS Journal of Photogrammetry and Remote Sensing, 2022 3.3 Spectral-temporal features The spectral-temporal-feature based methods are mainly ...
18 designed deep convolution features (DCF-BoVW) for satellite images to capture numerous semantic regions presented in the images, which might not work on biomedical images such as CXR because they contain only a few semantic regions. To overcome this, recent work carried out by Sitaula et al...
Mangroves are ecosystems that grow in the intertidal areas of coastal zones, playing crucial ecological roles and possessing unique economic and social values. They have garnered significant attention and research interest. Semantic segmentation of mangroves is a fundamental step for further investigations...
Toward seamless multi- view scene analysis from satellite to street level. Proceed- ings of the IEEE, 105(10):1884–1899, 2017. 3 [86] Misha Leong, Robert R Dunn, and Michelle D Trautwein. Biodiversity and socioeconomics in the city: a review of the l...
At present, position information outdoors is usually obtained by combining the global navigation satellite system (GNSS) with the inertial navigation system (INS) (Li et al., 2023b). It is relatively well-developed and has been successfully commercialized. Show abstract A robust data-model dual-...