An occlusion-aware particle filter tracker to handle complex and persistent occlusions

K Meshgi, S Maeda, S Oba, H Skibbe, Y Li… - Computer Vision and …, 2016 - Elsevier
Although appearance-based trackers have been greatly improved in the last decade, they
still struggle with challenges that are not fully resolved. Of these challenges, occlusions …

Dense structure from a dense optical flow sequence

Y Xiong, SA Shafer - Computer Vision and Image Understanding, 1998 - Elsevier
This paper presents a structure-from-motion system which deliversdensestructure
information from a sequence of dense optical flows. Most traditional feature-based …

Descriptor-based tracking algorithm using a depth camera

D Miramontes-Jaramillo, VI Kober… - Journal of …, 2017 - Springer
The appearance of inexpensive high-quality video cameras and depth cameras resulted in
the development of a large number of object-tracking algorithms. In this paper, a new …

Real-time tracking based on rotation-invariant descriptors

D Miramontes-Jaramillo, V Kober - … International Conference on …, 2015 - ieeexplore.ieee.org
Common tracking algorithms based on descriptors usually use a bounding box containing a
target for extracting of its features. Disjoint background noise inside of the box strongly …

Multi-view task-driven recognition in visual sensor networks

A Taalimi, A Rahimpour, L Liu… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Nowadays, distributed smart cameras are deployed for a wide set of tasks in several
application scenarios, ranging from object recognition, image retrieval, and forensic …

Siamese Network Object Tracking Algorithm Based on Squeeze-and-Excitation

J Wang, A Li, T Liu - … on Systems, Man, and Cybernetics (SMC), 2020 - ieeexplore.ieee.org
Object tracking method based on Siamese Network has shown great performance, which
expressed the tracking problem as dependency relationship between target template x and …

Investigating the Use of Depth in Deep Visual Object Trackers

M Zimmer - 2020 - mediatum.ub.tum.de
Recent advances in visual object tracking mainly concentrate on RGB data. With the
availability of depth sensors that capture spatial information, trackers that consider RGBD …

Дескрипторный алгоритм слежения с использованием камеры глубины

Д Мирамонте-Харамилло, ВИ Кобер… - Информационные …, 2016 - elibrary.ru
Появление недорогих и качественных видеокамер и камер глубины привело к
созданию большого количества алгоритмов слежения за объектами. В данной статье …

[PDF][PDF] Particle filter-based tracking to handle persistent and complex occlusions and imitate arbitrary black-box trackers

M Kourosh - 2015 - repository.kulib.kyoto-u.ac.jp
Occlusions, one of the most challenging problems in visual tracking, degrade the
performance of many trackers significantly. Taking various spatial and temporal forms …

[PDF][PDF] Occlusion aware particle filter tracker to handle complex and persistent occlusions using multiple feature fusion

K Meshgia, S Maedaa, S Obaa, H Skibbea, S Ishiia - ishiilab.jp
Although appearance-based trackers have been greatly improved in the last decade, they
are still struggling with some challenges that are not fully resolved. Of these challenges …