A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Science China Information Sciences"
DOI: 10.1007/s11432-019-2805-y
Abstract: Owing to the tradeoff between scanning swath and pixel size, currently no satellite Earth observation sensors are able to collect images with high spatial and temporal resolution simultaneously. This limits the application of satellite images… read more here.
Keywords: spatio temporal; temporal fusion; model; sensor bias ... See more keywords
Extending the SMAP 9-km soil moisture product using a spatio-temporal fusion model
Sign Up to like & getrecommendations! Published in 2019 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2019.111224
Abstract: Abstract SMAP satellite has provided us the first 9-km global soil moisture (SM) product, which is retrieved from the combined L-band radiometer and radar observations with a balance between accuracy and resolution. However, SMAP's radar… read more here.
Keywords: spatio temporal; extending smap; moisture product; soil moisture ... See more keywords
Spectral–Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3234722
Abstract: Due to technical and budget constraints on current optical satellites, the acquisition of satellite images with the best resolutions is not practicable. In this article, aiming to produce products with high spectral (HS) and temporal… read more here.
Keywords: end end; temporal fusion; stream; two stream ... See more keywords
Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2023.3235940
Abstract: The thermal infrared band of the moderate resolution imaging spectroradiometer (MODIS) onboard the Terra/Aqua satellite can provide daily, 1 km land surface temperature (LST) observations. However, due to the influence of cloud contamination, spatial gaps… read more here.
Keywords: land; temporal fusion; modis lst; spatio temporal ... See more keywords
Probabilistic Spatio-Temporal Fusion of Affordances for Grasping and Manipulation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3144794
Abstract: Robust vision-based grasping and manipulation of unknown objects in unstructured scenes requires the extraction of action candidates based on visual information while taking into account noise and occlusions in such scenes. We address this problem… read more here.
Keywords: state; temporal fusion; grasping manipulation; manipulation ... See more keywords
Pansharpening-Based Spatio-Temporal Fusion for Predicting Intense Surface Changes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3169494
Abstract: Spatio-temporal fusion is a feasible way to provide synthetic satellite images with high spatial and high temporal resolution simultaneously. Due to its practicability, spatio-temporal fusion has gotten increasing attention, for which many spatio-temporal fusion approaches… read more here.
Keywords: fusion; temporal fusion; surface changes; intense surface ... See more keywords
Detail Injection-Based Spatio-Temporal Fusion for Remote Sensing Images With Land Cover Changes
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3252054
Abstract: Spatio-temporal fusion can generate time-series images with high spatial resolution, and it is highly desirable in various applications, especially in monitoring fine dynamic changes of surface features on remote sensing images. Currently, most spatio-temporal fusion… read more here.
Keywords: fusion; remote sensing; spatio temporal; temporal fusion ... See more keywords