摄像机运动下的动态目标检测与跟踪
Keywords: 哈尔滨工程大学自动化学院, 黑龙江哈尔滨, 150001
Abstract:
研究摄像机运动情况下的运动目标检测和跟踪问题.给出了一种基于块匹配的背景运动补偿差分方法.将此算法和对称差分法结合,给出了一种动摄像机的运动目标跟踪方法,以复杂场景下的人为跟踪目标进行了实验.取得了不错的跟踪效果.实验结果表明,该方法不仅消除了摄像机运动给目标检测造成的影响,而且检测提取的目标比较完整.该方法实现了对运动目标的大角度跟踪,在单摄像机的视频监控系统中有一定的实用价值.
References
[1] | ?6. 丁贵广.计文平.郭宝龙 Visual C++6.0数字图像编码 2003
|
[2] | ?7. ZHOU S K.CHELLAPPA R.MOGHADDAN B Visual tracking and recognition using appearance-adaptive models in particle filte 2004(11)
|
[3] | 8. MITRA P.MURTHY C.Pal S Unsupervised featureselection using feature similarity 2002(3)
|
[4] | 1. BETKE M.HARITAOGLU E.DAVIS L S Real-time multiple vehicle detection and tracking from a moving vehicle 2000(2)
|
[5] | ?2. TAO H.SAWHNEY H.KUMAR R Object tracking with Bayesian estimation of dynamic layer representations 2002(1)
|
[6] | 3. HSIEH J Fast stitching algorithm for moving object detection and mosaic construction 2004(4)
|
[7] | ?4. TISSAINAYAGAM P.SUTER D Object tracking in image sequences using point feature 2005(1)
|
[8] | ?5. MATTHEWS I.ISHIKAWA T.BAKER S The template update problem 2004(6)
|
Full-Text