@思考中的芦苇：请问，有没有视频图像配准相关的资料呢？

[haoawesome]

@思考中的芦苇：请问，有没有视频图像配准相关的资料呢？比如说卫星拍了一段地面上的遥感视频，如何从这段视频中提取出许多帧图像，然后进行图像配准，组成一幅地图呢？非常感谢！

[haoawesome]

keywords image registration Image Alignment and Stitching remote sensing panoramas

讨论

@图像视觉研究:Lowe的Automatic Panoramic Image Stitching using Invariant Features绝对经典，OpenCV的拼接就是基于这个框架。另外沈向洋的Construction of Panoramic Image Mosaics with Global and Local Alignment也很经典。遥感图像拼接听起来是一个很有挑战也很有意思的方向 http://www.weibo.com/3181433585/BiSxW8vcD?mod=weibotime

readings

http://en.wikipedia.org/wiki/Image_registration

http://research.microsoft.com/apps/pubs/default.aspx?id=75695 Image Alignment and Stitching: A Tutorial a popular tutorial with lots of insights

image registration in remote sensing

http://books.google.com/books?id=v66SjxzcwIgC&http://books.google.com/books?id=v66SjxzcwIgC Image Registration for Remote Sensing, 2011

http://journal.info.unlp.edu.ar/journal/journal28/papers/JCST-Jun10-9.pdf Aerial Image Acquisition and Processing for Remote Sensing (2010)

image stitching

http://web.cecs.pdx.edu/~fliu/papers/cvpr2014-stitching.pdf Parallax-tolerant Image Stitching (2014, cvpr)

http://www.ee.ucl.ac.uk/lcs/previous/LCS2011/LCS1115.pdf Comparison of Image Alignment Algorithms (2011)

https://www.cs.bath.ac.uk/brown/papers/ijcv2007.pdf Automatic Panoramic Image Stitching using Invariant Features, (2007) Matthew Brown and David G. Lowe, IJCV

• @图像视觉研究 推荐: OpenCV的拼接就是基于这个框架

http://research.microsoft.com/pubs/75614/ShumSzeliski-IJCV00.pdf Construction of Panoramic Image Mosaics with Global and Local Alignment (2000) Heung-Yeung Shum and Richard Szeliski, IJCV

• @图像视觉研究 推荐: 沈向洋工作也很经典

tools

http://docs.opencv.org/trunk/modules/stitching/doc/introduction.html

more readings

http://stackoverflow.com/questions/450307/how-do-google-maps-do-their-panoramas How do Google Maps do their panoramas

[haoawesome]

看到微软的那个 短教程了吗, 在wikipedia链接里有 @思考中的芦苇 看到啦，是我所需要的，wikipedia里还真有好东西，非常感谢

[haoawesome]

找了一些论文和书籍, 或者你需要工具? @思考中的芦苇 肯定需要啦，导师刚刚让我做这个方向，了解的比较少，想先看一些基础教程入门

[haoawesome]

@图像视觉研究:Lowe的Automatic Panoramic Image Stitching using Invariant Features绝对经典，OpenCV的拼接就是基于这个框架。另外沈向洋的Construction of Panoramic Image Mosaics with Global and Local Alignment也很经典。遥感图像拼接听起来是一个很有挑战也很有意思的方向 http://www.weibo.com/3181433585/BiSxW8vcD?mod=weibotime

https://www.cs.bath.ac.uk/brown/papers/ijcv2007.pdf Automatic Panoramic Image Stitching using Invariant Features, (2007) Matthew Brown and David G. Lowe, IJCV

http://research.microsoft.com/pubs/75614/ShumSzeliski-IJCV00.pdf Construction of Panoramic Image Mosaics with Global and Local Alignment (2000) Heung-Yeung Shum and Richard Szeliski, IJCV

[haoawesome]

问: @思考中的芦苇 有没有视频图像配准相关的资料呢？比如说卫星拍了一段地面上的遥感视频，如何从这段视频中提取出许多帧图像，然后进行图像配准，组成一幅地图呢？ 答: 关键词Image Alignment and Stitching, remote sensing, 问答进展见http://t.cn/RPQ63GQ 求交流指点

http://www.weibo.com/5220650532/BiRyc2QGH#_rnd1408563717982