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 …
Siamese object tracking for unmanned aerial vehicle: A review and comprehensive analysis
Unmanned aerial vehicle (UAV)-based visual object tracking has enabled a wide range of
applications and attracted increasing attention in the field of artificial intelligence (AI) …
applications and attracted increasing attention in the field of artificial intelligence (AI) …
Generalized relation modeling for transformer tracking
Compared with previous two-stream trackers, the recent one-stream tracking pipeline, which
allows earlier interaction between the template and search region, has achieved a …
allows earlier interaction between the template and search region, has achieved a …
Learning spatio-temporal transformer for visual tracking
In this paper, we present a new tracking architecture with an encoder-decoder transformer
as the key component. The encoder models the global spatio-temporal feature …
as the key component. The encoder models the global spatio-temporal feature …
Visible-thermal UAV tracking: A large-scale benchmark and new baseline
With the popularity of multi-modal sensors, visible-thermal (RGB-T) object tracking is to
achieve robust performance and wider application scenarios with the guidance of objects' …
achieve robust performance and wider application scenarios with the guidance of objects' …
Exploring lightweight hierarchical vision transformers for efficient visual tracking
Transformer-based visual trackers have demonstrated significant progress owing to their
superior modeling capabilities. However, existing trackers are hampered by low speed …
superior modeling capabilities. However, existing trackers are hampered by low speed …
[HTML][HTML] Improved anti-occlusion object tracking algorithm using Unscented Rauch-Tung-Striebel smoother and kernel correlation filter
R Xia, Y Chen, B Ren - Journal of King Saud University-Computer and …, 2022 - Elsevier
Aiming at the existing problems that object tracking algorithm fails to track under the
influence of occlusion conditions, the paper has improved the Kernel Correlation Filter …
influence of occlusion conditions, the paper has improved the Kernel Correlation Filter …
Visual object tracking with discriminative filters and siamese networks: a survey and outlook
Accurate and robust visual object tracking is one of the most challenging and fundamental
computer vision problems. It entails estimating the trajectory of the target in an image …
computer vision problems. It entails estimating the trajectory of the target in an image …
Siammask: A framework for fast online object tracking and segmentation
In this article, we introduce SiamMask, a framework to perform both visual object tracking
and video object segmentation, in real-time, with the same simple method. We improve the …
and video object segmentation, in real-time, with the same simple method. We improve the …
Mixformerv2: Efficient fully transformer tracking
Transformer-based trackers have achieved strong accuracy on the standard benchmarks.
However, their efficiency remains an obstacle to practical deployment on both GPU and …
However, their efficiency remains an obstacle to practical deployment on both GPU and …