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  • Distilled Siamese Networks ... Distilled Siamese Networks for Visual Tracking
    Shen, Jianbing; Liu, Yuanpei; Dong, Xingping ... IEEE transactions on pattern analysis and machine intelligence, 12/2022, Volume: 44, Issue: 12
    Journal Article
    Peer reviewed
    Open access

    In recent years, Siamese network based trackers have significantly advanced the state-of-the-art in real-time tracking. Despite their success, Siamese trackers tend to suffer from high memory costs, ...
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  • Learning Adaptive Discrimin... Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking
    Tianyang Xu; Zhen-Hua Feng; Xiao-Jun Wu ... IEEE transactions on image processing, 11/2019, Volume: 28, Issue: 11
    Journal Article
    Peer reviewed
    Open access

    With efficient appearance learning models, discriminative correlation filter (DCF) has been proven to be very successful in recent video object tracking benchmarks and competitions. However, the ...
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  • Visual Object Tracking with... Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook
    Javed, Sajid; Danelljan, Martin; Khan, Fahad Shahbaz ... IEEE transactions on pattern analysis and machine intelligence, 05/2023, Volume: 45, Issue: 5
    Journal Article
    Peer reviewed
    Open access

    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 sequence, given only ...
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  • TGFuse: An Infrared and Vis... TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network
    Rao, Dongyu; Xu, Tianyang; Wu, Xiao-Jun IEEE transactions on image processing, 2023-May-10, Volume: PP
    Journal Article
    Peer reviewed
    Open access

    The end-to-end image fusion framework has achieved promising performance, with dedicated convolutional networks aggregating the multi-modal local appearance. However, long-range dependencies are ...
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  • Siamese residual network fo... Siamese residual network for efficient visual tracking
    Fan, Nana; Liu, Qiao; Li, Xin ... Information sciences, 20/May , Volume: 624
    Journal Article
    Peer reviewed

    The Siamese tracking framework has attracted much attention due to its scalability and efficiency in recent years. However, it is less effective in recognizing arbitrary targets with various ...
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  • A survey of appearance mode... A survey of appearance models in visual object tracking
    Li, Xi; Hu, Weiming; Shen, Chunhua ... ACM transactions on intelligent systems and technology, 09/2013, Volume: 4, Issue: 4
    Journal Article
    Peer reviewed
    Open access

    Visual object tracking is a significant computer vision task which can be applied to many domains, such as visual surveillance, human computer interaction, and video compression. Despite extensive ...
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  • Tracking vision transformer... Tracking vision transformer with class and regression tokens
    Di Nardo, Emanuel; Ciaramella, Angelo Information sciences, January 2023, 2023-01-00, Volume: 619
    Journal Article
    Peer reviewed

    Aim of this work is to introduce a novel visual object tracking model based on siamese network and vision transformer. Tracking is performed by multiple tokens exploiting the learning and ...
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  • Transformer vision-language... Transformer vision-language tracking via proxy token guided cross-modal fusion
    Zhao, Haojie; Wang, Xiao; Wang, Dong ... Pattern recognition letters, April 2023, 2023-04-00, Volume: 168
    Journal Article
    Peer reviewed

    •Proxy token guided transformer-based baseline for vision-language tracking.•Dense annotated long-term vision-language tracking dataset.•Extensive experiments on a new long-term vision-language ...
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