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Satellite video single object tracking: A systematic review and an oriented object tracking benchmark
Single object tracking (SOT) in satellite video (SV) enables the continuous acquisition of
position and range information of an arbitrary object, showing promising value in remote …
position and range information of an arbitrary object, showing promising value in remote …
[HTML][HTML] GeoAI for large-scale image analysis and machine vision: Recent progress of artificial intelligence in geography
GeoAI, or geospatial artificial intelligence, has become a trending topic and the frontier for
spatial analytics in Geography. Although much progress has been made in exploring the …
spatial analytics in Geography. Although much progress has been made in exploring the …
Detecting and tracking small and dense moving objects in satellite videos: A benchmark
Satellite video cameras can provide continuous observation for a large-scale area, which is
important for many remote sensing applications. However, achieving moving object …
important for many remote sensing applications. However, achieving moving object …
SENSE: Hyperspectral video object tracker via fusing material and motion cues
Hyperspectral video offers a wealth of material and motion cues about objects. This
advantage proves invaluable in addressing the inherent limitations of generic RGB video …
advantage proves invaluable in addressing the inherent limitations of generic RGB video …
SatSOT: A benchmark dataset for satellite video single object tracking
By imaging a specific area continuously, satellite video shows excellent capability in various
applications such as surveillance and traffic management. Although object tracking has …
applications such as surveillance and traffic management. Although object tracking has …
Object tracking in satellite videos by improved correlation filters with motion estimations
As a new method of Earth observation, video satellite is capable of monitoring specific
events on the Earth's surface continuously by providing high-temporal resolution remote …
events on the Earth's surface continuously by providing high-temporal resolution remote …
SiamMDM: An adaptive fusion network with dynamic template for real-time satellite video single object tracking
J Yang, Z Pan, Z Wang, B Lei… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Tracking moving targets in satellite videos has attracted wide attention recently. However,
the development of target tracking in satellite videos is much slower than that in general …
the development of target tracking in satellite videos is much slower than that in general …
Transformer meets remote sensing video detection and tracking: A comprehensive survey
Transformer has shown excellent performance in remote sensing field with long-range
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …
modeling capabilities. Remote sensing video (RSV) moving object detection and tracking …
Cross-layer attention network for small object detection in remote sensing imagery
Y Li, Q Huang, X Pei, Y Chen, L Jiao… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
In recent years, despite the tremendous progresses of object detection, small object
detection has always been a challenge in the field of remote sensing. The main reason is …
detection has always been a challenge in the field of remote sensing. The main reason is …
Neuromorphic optical flow and real-time implementation with event cameras
Y Schnider, S Woźniak, M Gehrig… - Proceedings of the …, 2023 - openaccess.thecvf.com
Optical flow provides information on relative motion that is an important component in many
computer vision pipelines. Neural networks provide high accuracy optical flow, yet their …
computer vision pipelines. Neural networks provide high accuracy optical flow, yet their …