Handcrafted and deep trackers: Recent visual object tracking approaches and trends

M Fiaz, A Mahmood, S Javed, SK Jung - ACM Computing Surveys …, 2019 - dl.acm.org
In recent years, visual object tracking has become a very active research area. An
increasing number of tracking algorithms are being proposed each year. It is because …

Hybridizing sine cosine algorithm with differential evolution for global optimization and object tracking

H Nenavath, RK Jatoth - Applied Soft Computing, 2018 - Elsevier
A new optimization algorithm called Hybrid Sine-Cosine Algorithm with Differential Evolution
algorithm (Hybrid SCA-DE) is proposed in this paper for solving optimization problems and …

A synergy of the sine-cosine algorithm and particle swarm optimizer for improved global optimization and object tracking

H Nenavath, RK Jatoth, S Das - Swarm and evolutionary computation, 2018 - Elsevier
Due to its simplicity and efficiency, a recently proposed optimization algorithm, Sine Cosine
Algorithm (SCA), has gained the interest of researchers from various fields for solving …

[PDF][PDF] 基于相关滤波的目标跟踪算法研究综述.

孟晓燕, 段建民 - Journal of Beijing University of Technology, 2020 - journal.bjut.edu.cn
摘摇要: 基于相关滤波理论的判别式跟踪方法由于其高效性和鲁棒性, 已经取得了一系列的进展,
成为了目标跟踪领域的研究热门. 为了使更多国内外学者对相关滤波目标跟踪理论及其发展进行 …

Hybrid SCA–TLBO: a novel optimization algorithm for global optimization and visual tracking

H Nenavath, RK Jatoth - Neural Computing and Applications, 2019 - Springer
A novel optimization algorithm called hybrid sine–cosine algorithm with teaching–learning-
based optimization algorithm (SCA–TLBO) is proposed in this paper, for solving optimization …

Visual tracking with weighted adaptive local sparse appearance model via spatio-temporal context learning

Z Li, J Zhang, K Zhang, Z Li - IEEE Transactions on Image …, 2018 - ieeexplore.ieee.org
Sparse representation has been widely exploited to develop an effective appearance model
for object tracking due to its well discriminative capability in distinguishing the target from its …

Spatially regularized structural support vector machine for robust visual tracking

Y Zheng, L Sun, S Wang, J Zhang… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Structural support vector machine (SSVM) is popular in the visual tracking field as it provides
a consistent target representation for both learning and detection. However, the spatial …

Robust facial landmark tracking via cascade regression

Q Liu, J Yang, J Deng, K Zhang - Pattern Recognition, 2017 - Elsevier
Recently, tremendous improvements have been achieved for facial landmark localization on
static images. However, detecting and tracking facial shapes in sequential images is still …

Visual object tracking with multi-scale superpixels and color-feature guided kernelized correlation filters

J Wang, W Liu, W Xing, S Zhang - Signal Processing: Image …, 2018 - Elsevier
While discriminative correlation filter based tracking algorithms have achieved competitive
results and demonstrated successfully, there still remain some challenges, such as handling …

Parallel attentive correlation tracking

K Zhang, J Fan, Q Liu, J Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Psychological and cognitive findings indicate that human visual perception is attentive and
selective, which may process spatial and appearance selective attentions in parallel. By …