Hierarchical attentive Siamese network for real-time visual tracking
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04238-1
Abstract: Visual tracking is a fundamental and highly useful component in various tasks of computer vision. Recently, end-to-end off-line training Siamese networks have demonstrated great success in visual tracking with high performance in terms of speed… read more here.
Keywords: network; real time; visual tracking; hierarchical attentive ... See more keywords
A novel foreground region analysis using NCP-DBP texture pattern for robust visual tracking
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-4409-3
Abstract: Robust visual tracking is the important stage in the computer vision applications such as robotics, man-free control systems, and the visual surveillance. Accurate motion states estimation and the target representation in visual tracking system are… read more here.
Keywords: pattern; analysis; visual tracking; tracking ... See more keywords
Visual tracking based on hierarchical framework and sparse representation
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-5198-4
Abstract: As the main challenge for object tracking is to account for drastic appearance change, a hierarchical framework that exploits the strength of both generative and discriminative models is devised in this paper. Our hierarchical framework… read more here.
Keywords: sparse representation; model; visual tracking; hierarchical framework ... See more keywords
Visual Tracking via Subspace Learning: A Discriminative Approach
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-017-1049-z
Abstract: Good tracking performance is in general attributed to accurate representation over previously obtained targets and/or reliable discrimination between the target and the surrounding background. In this work, a robust tracker is proposed by integrating the… read more here.
Keywords: visual tracking; target; via subspace; subspace ... See more keywords
Salient Superpixel Visual Tracking with Graph Model and Iterative Segmentation
Sign Up to like & getrecommendations! Published in 2019 at "Cognitive Computation"
DOI: 10.1007/s12559-019-09662-y
Abstract: Visual object tracking is to locate an object of interest in a sequence of consecutive video frames, which is widely applied in many high-level computer vision tasks such as intelligent video surveillance and robotics. It… read more here.
Keywords: superpixel; visual tracking; model; graph model ... See more keywords
Image segmentation and proto-objects detection based visual tracking
Sign Up to like & getrecommendations! Published in 2017 at "Optik"
DOI: 10.1016/j.ijleo.2016.11.197
Abstract: Abstract Considering the phenomenon that the traditional visual tracking methods are prone to drift in the process of tracking, we propose a visual tracking approach based by image segmentation and proto-objects detection in this paper.… read more here.
Keywords: proto; visual tracking; image segmentation; proto objects ... See more keywords
CFGVF: An improved correlation filters based visual tracking algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Optik"
DOI: 10.1016/j.ijleo.2019.162930
Abstract: Abstract Visual tracking is a challenging task in computer vision. Correlation filter (CF) based visual tracking algorithm has become an attractive tracking technique, while there are still some limitations. Existing CF-based tracking algorithms are vulnerable… read more here.
Keywords: visual tracking; cfgvf; tracking algorithm; scale template ... See more keywords
Visual tracking utilizing robust complementary learner and adaptive refiner
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.05.001
Abstract: Abstract In recent years, several methods have been developed to utilize complementary cues for robust visual tracking. However, the robustness of these trackers is still limited in challenging scenarios such as dramatic illumination variation and… read more here.
Keywords: refiner; visual tracking; learner adaptive; complementary learner ... See more keywords
Multi-layer convolutional network-based visual tracking via important region selection
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.07.010
Abstract: Abstract The convolutional network-based tracking (CNT) algorithm provides a training network with warped target regions in the first frame instead of large auxiliary datasets, which solves the problem of convolutional neural network (CNN)-based tracking requiring… read more here.
Keywords: network based; network; visual tracking; selection ... See more keywords
A modular toolkit for visual tracking performance evaluation
Sign Up to like & getrecommendations! Published in 2020 at "SoftwareX"
DOI: 10.1016/j.softx.2020.100623
Abstract: Abstract We present a modular software package for conducting single-target visual object tracking experiments and analyzing results. Our software supports many of the common usage patterns in visual tracking evaluation out of the box, but… read more here.
Keywords: tracking performance; modular toolkit; visual tracking; performance evaluation ... See more keywords
Vergence, accommodation, and visual tracking in children and adolescents evaluated in a multidisciplinary concussion clinic
Sign Up to like & getrecommendations! Published in 2021 at "Vision Research"
DOI: 10.1016/j.visres.2021.03.002
Abstract: Many patients with concussion experience visual symptoms following injury that lead to a diagnosis of convergence insufficiency, accommodative insufficiency, or saccadic dysfunction. However, these diagnostic categories are based on aggregates of clinical tests developed from… read more here.
Keywords: vergence accommodation; visual tracking; concussion; accommodation visual ... See more keywords