Bandwidth Choosing Strategy of Mean-Shift Target Tracking Algorithm

doi:10.3969/j.issn.1000-3428.2011.02.063

Computer Engineering ›› 2011, Vol. 37 ›› Issue (2): 183-184. doi: 10.3969/j.issn.1000-3428.2011.02.063

• Networks and Communications • Previous Articles Next Articles

Bandwidth Choosing Strategy of Mean-Shift Target Tracking Algorithm

HU Shu-fang ^1,2, YUAN Bao-feng ³, QU Yuan ⁴

(1. College of Computer, Chongqing University, Chongqing 400044, China;2. Equipment Department, Chongqing University of Technology, Chongqing 400050, China;3. Signal and Information Processing Lab, Chongqing Communication Institute, Chongqing 400035, China;4. Chongqing Garrison Command, Chongqing 400010, China)

Online:2011-01-20 Published:2011-01-25

Mean-Shift目标跟踪算法的带宽选取策略

胡淑芳^1,2，袁宝峰³，屈源⁴

(1. 重庆大学计算机学院，重庆 400044；2. 重庆理工大学设备处，重庆 400050； 3. 重庆通信学院信号与信息处理实验室，重庆 400035；4. 重庆警备区，重庆 400010)

作者简介:胡淑芳(1981－)，女，硕士研究生，主研方向：机器学习，模式识别，图像处理；袁宝峰、屈源，硕士研究生
基金资助:
国家“863”计划基金资助项目(2007AA01Z423)；重庆市自然科学基金资助项目(CSTC,2007BB2134)

Abstract

Abstract:

The influence of different band strategies are analyzed. A new bandwidth strategy is put forward. Through structuring an ellipse being similar with target window’s inscribes ellipse, it uses major axis and minor axis to identify bandwidth. This bandwidth strategy is integrated into Mean-Shift target tracking algorithm. Experimental results show this strategy has good effect on tracking target and reduces the time complexity.

Key words: bandwidth, Mean-Shift algorithm, target tracking

摘要：

分析不同带宽策略对Mean-Shift目标跟踪算法的影响，提出一种新的带宽策略。构造一个与目标窗口内接椭圆相似的椭圆，利用其长轴和短轴确定带宽，将此带宽策略纳入Mean-Shift算法中进行目标跟踪。实验结果表明，该策略具有良好的跟踪效果，能够有效降低时间复杂度。

关键词: 带宽, Mean-Shift算法, 目标跟踪

CLC Number:

TP311.52

HU Chu-Fang, YUAN Bao-Feng, JUE Yuan. Bandwidth Choosing Strategy of Mean-Shift Target Tracking Algorithm[J]. Computer Engineering, 2011, 37(2): 183-184.

胡淑芳, 袁宝峰, 屈源. Mean-Shift目标跟踪算法的带宽选取策略[J]. 计算机工程, 2011, 37(2): 183-184.

/ / Recommend / Download Citations

URL: http://www.ecice06.com/EN/10.3969/j.issn.1000-3428.2011.02.063

http://www.ecice06.com/EN/Y2011/V37/I2/183

[1]	FENG Yifei, DING Nan, YE Junchao, CHAI Zhilei. Design and Implementation of Domain-Specific Low-Latency and High-Bandwidth TCP/IP Offload Engine [J]. Computer Engineering, 2022, 48(9): 162-170.
[2]	LUO Cheng, CUI Yong, LIN Yusong. Container Migration Method Based on Bandwidth Prediction and Adaptive Compression [J]. Computer Engineering, 2022, 48(5): 200-207,214.
[3]	YANG Shuaidong, CHEN Haiyun, XU Fancheng, ZHAO Shuduo, YUAN Jiemin. Target Tracking Algorithm Based on Siamese Region Proposal Network for UAV [J]. Computer Engineering, 2022, 48(1): 288-295,304.
[4]	ZHANG Haitao, QIN Pengcheng. Video Target Tracking Method Based on GMS and FPME [J]. Computer Engineering, 2021, 47(7): 226-231.
[5]	REN Licheng, YANG Jiaqi, WEI Yuxing, ZHANG Jianlin. Tracking Algorithm Using Siamese Network Based on Feature Fusion and Dual-Template Nested Update [J]. Computer Engineering, 2021, 47(7): 239-248.
[6]	SU Chaoqun, ZHU Zhengwei, GUO Yuying. Anomaly Suppression Target Tracking Algorithm Based on Efficient Convolution Operator [J]. Computer Engineering, 2021, 47(7): 266-272,288.
[7]	LI Zhipeng, ZHANG Rui. Design of a Real-Time Tracking Model Based on Adversarial Learning [J]. Computer Engineering, 2021, 47(6): 262-270.
[8]	LUO Shuo, HOU Jin, TAN Guanghong, HAN Yanpeng. A Low Parameter Real-Time Target Tracking Algorithm Based on Siamese Convolutional Network [J]. Computer Engineering, 2021, 47(2): 84-89.
[9]	SHEN Zejun, DING Feifei, YANG Wenyuan. Video Tracking Method Using Multi-granularity Correlation Filters [J]. Computer Engineering, 2020, 46(5): 274-281.
[10]	Lü Guangqiu, LI Wei, CHEN Tao, NAN Longmei. A High Performance Full Duplex DMA Design for Cryptographic SoC [J]. Computer Engineering, 2020, 46(5): 167-173,180.
[11]	ZHU Guohui, LIU Lu, LEI Lanjie. Service Function Chain Design and Mapping Algorithm Based on VNF Combination [J]. Computer Engineering, 2020, 46(4): 183-188,197.
[12]	XI Runping, XUE Shaohui. Performance Evaluation for Moving Target Tracking Algorithm Based on Orthogonal Test [J]. Computer Engineering, 2020, 46(3): 254-260,266.
[13]	WANG Yufeng, FENG Xinxi. Target Tracking Algorithm for Mobile Sensors Network Based on Range-only Measurement [J]. Computer Engineering, 2020, 46(11): 77-83.
[14]	WANG Yiran, JING Xiaochuan, JIA Fukai, SUN Yujian, TONG Yi. Multi-Target Tracking Method Based on Multi-Agent Collaborative Reinforcement Learning [J]. Computer Engineering, 2020, 46(11): 90-96.
[15]	LI Mingjie, FENG Youqian, YIN Zhonghai, ZHOU Cheng, DONG Fanghao. An Anchor Mask Siamese RPN Model for Single Target Tracking [J]. Computer Engineering, 2019, 45(9): 216-221.

Please choose a citation manager

Content to export

Bandwidth Choosing Strategy of Mean-Shift Target Tracking Algorithm

Mean-Shift目标跟踪算法的带宽选取策略

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments

模态框（Modal）标题

Please choose a citation manager

Content to export

Bandwidth Choosing Strategy of Mean-Shift Target Tracking Algorithm

Mean-Shift目标跟踪算法的带宽选取策略

PDF

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Recommended Articles

Metrics

Comments