Multi-feature target tracking algorithm of bionic 3D image in virtual reality

被引:1
作者
Yang, Ming [1 ]
机构
[1] Anhui Vocat Coll Elect & Informat Technol, Bengbu 233000, Peoples R China
关键词
Virtual reality; Bionic 3D image; Multi feature; Target tracking algorithm;
D O I
10.1080/09720529.2018.1445816
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The traditional target tracking algorithm is relatively simple, and the tracking effect is not ideal for the interference target. Therefore, in this paper, an target tracking algorithm based on extended Kalman filtering is proposed. First of all, bionic three-dimensional (3D) image feature in virtual reality is extracted; then, the target tracking algorithm based on extended Kalman filtering is used for weight selection and modification of 3D image, to zoom in and out of the window, so as to determine the position of the 3D image features. Experimental results prove that the algorithm has good robustness in the light changes and color interference, and it can meet the real-time requirements of tracking system.
引用
收藏
页码:763 / 769
页数:7
相关论文
共 9 条
[1]   Assessing the precision of gaze following using a stereoscopic 3D virtual reality setting [J].
Atabaki, Artin ;
Marciniak, Karolina ;
Dicke, Peter W. ;
Thier, Peter .
VISION RESEARCH, 2015, 112 :68-82
[2]   Reassessing the long-term performance of Indian IPOs [J].
Dutta, Anupam .
JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2016, 19 (01) :141-150
[3]   Fusing Inertial Sensor Data in an Extended Kalman Filter for 3D Camera Tracking [J].
Erdem, Arif Tanju ;
Ercan, Ali Ozer .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (02) :538-548
[4]   Texture-Independent Long-Term Tracking Using Virtual Corners [J].
Lebeda, Karel ;
Hadfield, Simon ;
Matas, Jiri ;
Bowden, Richard .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (01) :359-371
[5]   Multi-Modal Clique-Graph Matching for View-Based 3D Model Retrieval [J].
Liu, An-An ;
Nie, Wei-Zhi ;
Gao, Yue ;
Su, Yu-Ting .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 25 (05) :2103-2116
[6]  
[潘邈 Pan Miao], 2016, [计算机仿真, Computer Simulation], V33, P357
[7]   A review of virtual reality based training simulators for orthopaedic surgery [J].
Vaughan, Neil ;
Dubey, Venketesh N. ;
Wainwright, Thomas W. ;
Middleton, Robert G. .
MEDICAL ENGINEERING & PHYSICS, 2016, 38 (02) :59-71
[8]   Multi-object tracking via MHT with multiple information fusion in surveillance video [J].
Ying, Long ;
Zhang, Tianzhu ;
Xu, Changsheng .
MULTIMEDIA SYSTEMS, 2015, 21 (03) :313-326
[9]  
Zhang X, 2016, DIGIT SIGNAL PROCESS, V60, P186