期刊文献+

基于改进特征点的电子稳像算法研究

Study on Improved Features Tracking Algorithm in Electronic Image Stabilization
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摘要 提出了一种改进特征点匹配算法的电子稳像技术.通过合理的区域划分,进行图像的特征点提取,并采用距离不变准则,对特征点的有效性进行验证,利用卡尔曼滤波的方法来进行运动补偿.实验结果表明:此算法具有良好的稳像效果. Presents an improved features tracking algorithm in electronic image stabilization. Through dividing image into many blocks in reason, the suitable feature points can be selected, propose the distance invariant criterion to check the feature matching, Kalman filter is applied to motion compensation to achieve the stability of the image sequence. The results of experiment show that this method has good performances in image stabilization.
出处 《微电子学与计算机》 CSCD 北大核心 2010年第3期126-129,共4页 Microelectronics & Computer
基金 江苏省高校自然科学基础研究项目(06KJA14003)
关键词 电子稳像 特征提取 区域分割 特征匹配 运动估计 electronic image stabilization feature extraction region segmentation feature matching motion estimation
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参考文献10

  • 1Vanne J, Hamalainen T D, Kuusilinna K. Aparallel memory system for variable block - size motionestimation algorithms [ J ]. Circuits and Systems for Video Technology,2008,18(4):538 - 543.
  • 2孙辉.快速灰度投影算法及其在电子稳像中的应用[J].光学精密工程,2007,15(3):412-416. 被引量:26
  • 3赵天云,郭雷,余博.基于灰度投影的快速电子稳像算法[J].微电子学与计算机,2008,25(11):233-236. 被引量:9
  • 4张永祥,赵晓旭,张伟功,袁慧梅,程岩.一种基于灰度投影的电子稳像改进算法[J].微电子学与计算机,2008,25(11):212-215. 被引量:3
  • 5Marius Tico, Markku Vehvilainen. Constraint motion illtering for video stabilization[ C]//IEEE International Conference on Image Processing. Finland, 2005:569 - 572.
  • 6Yong Shah, Wang Runsheng. Improved algorithms for motion detection and tracking [ J ]. Optical Engineering, 2006,45(6) :1 - 7.
  • 7JungYoup Suk, Gun- Woo Lee. New electronic digital image stabilization algorithm in wavelet transform domain [ M]. LNCS, Heidelberg: Springer, 2005, PART Ⅱ: 911 - 916.
  • 8Erturk S. Digital image stabilization with sub image phase correlation based global motion estimation[J ]. IEEE Trans. Consumer Electronics, 2003,49 (4): 1320 - 1325.
  • 9Marius Tico, Markku Vehvilainen. Constraint motion filtering for video stabilization[C]//IEEE International Conference on Image Processing. Finland: Tampere, 2005 : 569 - 572.
  • 10Erturk S. Image sequence stabilization:motion vector integration (MVI) versus frame position smoothing(FPS) [C]//Proc of the 2nd International Symposium on Image and Signal Processing and Analysis. Croatia: Pula, 2001 : 266 - 271.

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