Structural correlation filters combined with a Gaussian particle filter for hierarchical visual tracking

2020 ◽  
Vol 398 ◽  
pp. 235-246 ◽  
Author(s):  
Manna Dai ◽  
Gao Xiao ◽  
Shuying Cheng ◽  
Dadong Wang ◽  
Xiangjian He
Keyword(s):  
Particle Filter ◽  
Visual Tracking ◽  
Correlation Filters ◽  
Structural Correlation

scholarly journals Particle filter re-detection for visual tracking via correlation filters

2018 ◽  
Vol 78 (11) ◽  
pp. 14277-14301 ◽  
Author(s):  
Di Yuan ◽  
Xiaohuan Lu ◽  
Donghao Li ◽  
Yingyi Liang ◽  
Xinming Zhang
Keyword(s):  
Particle Filter ◽  
Visual Tracking ◽  
Correlation Filters

Combining JPDA and particle filter for visual tracking

2010 ◽  
Author(s):  
Nam Trung Pham ◽  
Karianto Leman ◽  
Melvin Wong ◽  
Feng Gao
Keyword(s):  
Particle Filter ◽  
Visual Tracking

scholarly journals Robust Visual Tracking via Constrained Multi-Kernel Correlation Filters

2020 ◽  
Vol 22 (11) ◽  
pp. 2820-2832 ◽  
Author(s):  
Bo Huang ◽  
Tingfa Xu ◽  
Shenwang Jiang ◽  
Yiwen Chen ◽  
Yu Bai
Keyword(s):  
Visual Tracking ◽  
Correlation Filters ◽  
Kernel Correlation

scholarly journals Deep Convolutional Particle Filter with Adaptive Correlation Maps for Visual Tracking

2018 ◽  
Author(s):  
Reza Jalil Mozhdehi ◽  
Yevgeniy Reznichenko ◽  
Abubakar Siddique ◽  
Henry Medeiros
Keyword(s):  
Particle Filter ◽  
Visual Tracking

An improved particle filter based on cuckoo search for visual tracking

2018 ◽  
Author(s):  
Fu Gui-Xia ◽  
Gao Ming-Liang ◽  
Zou Guo-Feng ◽  
Liu Wen-Can ◽  
Liu Li-Na
Keyword(s):  
Particle Filter ◽  
Visual Tracking ◽  
Cuckoo Search

scholarly journals Real Time Color Object Tracking on Cell Broadband Engine Using Particle Filters

2010 ◽  
Vol 14 (3) ◽  
pp. 272-280 ◽  
Author(s):  
Norikazu Ikoma ◽  
◽  
Akihiro Asahara ◽  
Keyword(s):  
Particle Filter ◽  
Object Tracking ◽  
Real Time ◽  
Visual Tracking ◽  
Single Object ◽  
Cell Broadband Engine ◽  
Time Performance ◽  
Large Size ◽  
Particle Filter Algorithm ◽  
Local Store

Real time visual tracking by particle filter has been implemented on Cell Broadband Engine in parallel. Major problem for the implementation is small size of Local Store (LS) in SPEs (Synergistic PEs), which are computational cores, to deal with image of large size. As a first step for the implementation, we focus on color single object tracking, which is one of the most simple case of visual tracking. By elaborating to compress the color extracted image into bit-wise representation of binary image, all information of the color extracted image can be stored in LS for 640×480 size of original image. By applying our previous implementation of general particle filter algorithm on Cell/B.E. to this specific case, we have achieved real time performance of visual tracking on PlayStation®3 about 7 fps with a camera of maximum 15 fps.

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