Results 41 to 50 of about 12,855 (164)
Remote SensingEfficient multi-object tracking (MOT) in satellite videos is crucial for numerous applications, ranging from surveillance to environmental monitoring. Existing methods often struggle with effectively exploring the correlation and contextual cues inherent
Hu Zhao +3 more
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Multiobject Tracking in Satellite Videos With Multiperception Fusion and Gaussian Process Regression
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingAs an emerging topic in remote sensing, multiobject tracking in satellite video can provide important support for dynamic Earth observation. The major challenges stem from the diverse sizes of objects and sparse pixel occupancy in wide satellite ...
Yuqi Wu +5 more
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Satellite Video Remote Sensing for Estimation of River Discharge
Geophysical Research Letters, 2023 We demonstrate that river discharge can be estimated by deriving water surface velocity estimates from satellite‐derived video imagery when combined with high‐resolution topography of channel geometry.
Christopher Masafu +2 more
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Frequency-Aware Enhancement Network for Satellite Video Super-Resolution
Remote SensingThe lower quality of frames in satellite videos compared to natural videos poses significant challenges in capturing detailed information for alignment and fusion in the image space. In this paper, we introduce a novel frequency-aware enhancement network
Xiujuan Lang +5 more
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IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingThe accurate detection of moving objects remains a challenging task due to complex scenes and interference from light variation and background movement.
Yuwei Zhang +4 more
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Enhancing Spatial Perception for Satellite Video Target Tracking
Remote SensingIn recent years, Transformer-based target tracking algorithms have performed well in ordinary scenarios. However, when applied to satellite video scenarios, the tracking effect of the algorithms is not satisfactory due to the small size of satellite ...
Meiyu Chen, Peng Wang, Wu Xue
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Detecting Tiny Moving Vehicles in Satellite Videos
, 2018 In recent years, the satellite videos have been captured by a moving satellite platform. In contrast to consumer, movie, and common surveillance videos, satellite video can record the snapshot of the city-scale scene. In a broad field-of-view of satellite videos, each moving target would be very tiny and usually composed of several pixels in frames ...
Ao, Wei, Fu, Yanwei, Xu, Feng
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PhaseVSRnet: Deep complex network for phase-based satellite video super-resolution
International Journal of Applied Earth Observations and GeoinformationSatellite video super-resolution (SR) aims to generate high-resolution (HR) frames from multiple low-resolution (LR) frames. To exploit motion cues under complicated motion patterns, most CNN-based methods first perform motion compensation and then ...
Hanyun Wang +8 more
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A Lightweight Recurrent Aggregation Network for Satellite Video Super-Resolution
IEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingIntelligent processing and analysis of satellite video has become one of the research hotspots in the representation of remote sensing, and satellite video super-resolution (SVSR) is an important research direction, which can improve the image quality of
Han Wang, Shengyang Li, Manqi Zhao
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Adaptive and Anti-Drift Motion Constraints for Object Tracking in Satellite Videos
Remote SensingObject tracking in satellite videos has garnered significant attention due to its increasing importance. However, several challenging attributes, such as the presence of tiny objects, occlusions, similar objects, and background clutter interference, make
Junyu Fan, Shunping Ji
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