期刊文献+

基于OpenCV的图像预处理技术在无人机视频的应用 被引量:1

Application of OpenCV Image Preprocessing Technology in Unmanned Aircraft Based on Video
下载PDF
导出
摘要 Open CV(Open Source Computer Vision)是一种用于数字图像处理和计算机视觉的开放源代码函数库。从图像处理在无人机视频的应用的角度出发,提出一种预处理方法,将图像处理的高斯滤波算法、双边平滑算法、图像增益数以及图像融合操作应用于无人机拍摄视频中。通过对视频帧图像的操作,解决无人机视频图像出现的抖动、清晰度低等问题,同时有效降低环境光线及噪声干扰的影响。 OpenCV is used for digital image processing and computer vision of the open source code libraries. Starts from image processing in the application of unmanned aircraft video angle, proposes a preprocessing method. Applies Gauss filtering algorithm for image processing, bi- lateral smoothing algorithm, image gain function, and image fusion operation to UAV video, through the video frame image operation, solves the problem of realization of generating video image captured the jitter, low resolution of issues and the environment to produce light, noise etc..
出处 《现代计算机(中旬刊)》 2015年第5期70-73,共4页 Modern Computer
关键词 无人机 数字图像预处理 OPENCV Unmanned Aircraft Digital Image Preprocessing OpenCV
  • 相关文献

参考文献6

  • 1C. Tomasi, R. Manduchi, "Bilateral Filtering for Gray and Color Images", Proceedings of the 1998 IEEE International Conference on Computer Vision, Bombay, India.
  • 2T. Bouh, R.A. Melter, F. Skorina, I. Stojmenovic. "G-neighbors", Proceedings of the SPIE Conference on Vision Geometry II, pages 96-109, 1993.
  • 3R.T. Chin, C.L. Yeh. Quantitative Evaluation of Some Edge-Preserving Noise-Smoothing Techniques. Computer Vision, Graphics, and Image Processing, 67-91,1983.
  • 4图像平滑处理(归一化块滤波、高斯滤波、中值滤波、双边滤波).http://blog.csdn.net/xw20084898/article/details/21822565.
  • 5才溪.多尺度图像融合理论与方法.电子工业出版社.
  • 6Zheng S,Shi W Z,Liu J,et al. Muhisource Image Fusion Method Using Support Value Transform[J]. IEEE Transactions on Image Pro-cessing,2007,16(7):1831-1839.

同被引文献3

引证文献1

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部