Satellite video single object tracking: A systematic review and an oriented object tracking benchmark

Y Chen, Y Tang, Y **ao, Q Yuan, Y Zhang, F Liu… - ISPRS Journal of …, 2024 - Elsevier
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 …

[HTML][HTML] GeoAI for large-scale image analysis and machine vision: Recent progress of artificial intelligence in geography

W Li, CY Hsu - ISPRS International Journal of Geo-Information, 2022 - mdpi.com
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 …

Detecting and tracking small and dense moving objects in satellite videos: A benchmark

Q Yin, Q Hu, H Liu, F Zhang, Y Wang… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
Satellite video cameras can provide continuous observation for a large-scale area, which is
important for many remote sensing applications. However, achieving moving object …

SENSE: Hyperspectral video object tracker via fusing material and motion cues

Y Chen, Q Yuan, Y Tang, Y **ao, J He, Z Liu - Information Fusion, 2024 - Elsevier
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 …

SatSOT: A benchmark dataset for satellite video single object tracking

M Zhao, S Li, S Xuan, L Kou, S Gong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
By imaging a specific area continuously, satellite video shows excellent capability in various
applications such as surveillance and traffic management. Although object tracking has …

Object tracking in satellite videos by improved correlation filters with motion estimations

S Xuan, S Li, M Han, X Wan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
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 …

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 …

Transformer meets remote sensing video detection and tracking: A comprehensive survey

L Jiao, X Zhang, X Liu, F Liu, S Yang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Transformer has shown excellent performance in remote sensing field with long-range
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 …

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 …