Real-time visual tracking based on improved perceptual hashing

M Fei, Z Ju, X Zhen, J Li - Multimedia Tools and Applications, 2017 - Springer
Video object tracking represents a very important computer vision domain. In this paper, a
perceptual hashing based template-matching method for object tracking is proposed to …

Compressive perceptual hashing tracking

L Chen, Z Li, JF Yang - Neurocomputing, 2017 - Elsevier
This paper proposes a novel compressive sensing based perceptual hashing algorithm for
visual tracking. A tracking object is represented by dimensionality reduced feature projected …

Sparse hashing tracking

L Zhang, H Lu, D Du, L Liu - IEEE transactions on image …, 2015 - ieeexplore.ieee.org
In this paper, we propose a novel tracking framework based on a sparse and discriminative
hashing method. Different from the previous work, we treat object tracking as an …

A novel simple visual tracking algorithm based on hashing and deep learning

S Zhu, J Du, N Ren - Chinese Journal of Electronics, 2017 - Wiley Online Library
Deep network has been proven efficient and robust to capture object features in some
conditions. It still remains in the stage of classifying or detecting objects. In the field of visual …

Robust visual tracking based on improved perceptual hashing for robot vision

M Fei, J Li, L Shao, Z Ju, G Ouyang - … 2015, Portsmouth, UK, August 24–27 …, 2015 - Springer
In this paper, perceptual hash codes are adopted as appearance models of objects for
visual tracking. Based on three existing basic perceptual hashing techniques, we propose …

Multi-feature hashing tracking

C Ma, C Liu, F Peng, J Liu - Pattern Recognition Letters, 2016 - Elsevier
Visual tracking is a popular topic in computer vision due to its importance in surveillance,
action recognition and event detection. The feature to describe the visual object is an …

Discriminative hash tracking with group sparsity

D Du, L Zhang, H Lu, X Mei, X Li - IEEE transactions on …, 2015 - ieeexplore.ieee.org
In this paper, we propose a novel tracking framework based on discriminative supervised
hashing algorithm. Different from previous methods, we treat tracking as a problem of object …

Online hash tracking with spatio-temporal saliency auxiliary

J Fang, H Xu, Q Wang, T Wu - Computer Vision and Image Understanding, 2017 - Elsevier
In this paper, we propose an online hashing tracking method with a further exploitation of
spatio-temporal saliency for template sampling. Specifically, spatio-temporal saliency is …

Two dimensional hashing for visual tracking

C Ma, C Liu - Computer Vision and Image Understanding, 2015 - Elsevier
Appearance model is a key part of tracking algorithms. To attain robustness, many complex
appearance models are proposed to capture discriminative information of object. However …

Visual tracking based on improved foreground detection and perceptual hashing

M Fei, J Li, H Liu - Neurocomputing, 2015 - Elsevier
The two well-known problems of the existing inter-frame differencing are foreground
aperture and ghosting for low-speed moving targets or homogeneous color targets. To …