投影相似变换的无人机影像拼接UAV image mosaic based on projection-similarity transformation
王忠美,杨晓梅,顾行发,周成虎
摘要(Abstract)：
针对当前无人机遥感影像存在的成像范围小、视差角度大的缺点,该文提出一种改进的投影-相似变换方法来进行无人机遥感图像的拼接:通过对初始获得的单应矩阵进行改进,平滑推导重叠区域的投影变换到非重叠区域形成相似变换;该变换同时考虑拼接过程中图像重叠区域的配准精度和非重叠区域的视场一致。实验结果表明,该方法的拼接性能优于传统拼接方法。
关键词(KeyWords)： 无人机遥感;图像拼接;投影变换;相似变换
基金项目(Foundation): 国家“863”计划项目(2012AA121201;2013AA122901);; 国家科技支撑计划项目(2014BAL01B01)
作者(Author): 王忠美,杨晓梅,顾行发,周成虎
DOI: 10.16251/j.cnki.1009-2307.2016.09.022
参考文献(References)：
- [1]EVEARETRS J.The use of Unmanned Aerial Vehicles(UAV)for remote sensing and mapping[C]//the International Archives of the Photogrammetry,Remote Sensing and Spatial Information Science.Beijing,2008:1187-1192.
- [2]ZHANG Yongjun.Photogrammetric processing of low altitude image sequences by unmanned airship[C]//The International Archives of the Photogrammetry,Remote Sensing and Spatial Information Science.Beijing,2008:751-757.
- [3]朱述龙,朱宝山,王红卫.遥感图像处理与应用[M].北京:科学出版社,2006:108.
- [4]HARTLEY R I,ZISSERMAR A.Multiple view geometry in computer vision[M].2nd ed.Cambridge University Press,2004.
- [5]MARZOTTO R,FUSIELLO A,Murino V.High resolution video mosaicing with global alignment[C]//Proceedings of the 2004IEEE Computer Society Conference on Computer Vision and Pattern Recognition,2004:692-698.
- [6]SZELISKI R.Image alignment and stitching:a tutorial[J].Foundations and Trends in Computer Graphics and Vision,2006,2(1):1-104.
- [7]BROWN M,LOWE D G.Automatic panoramic image stitching using invariant features[J].International Journal of Computer Vision,2007,74(1):59-73.
- [8]ZEINIK-MANOR L,PETERS G,PERONA P.Squaring the circle in panoramas[C]//Proceedings of ICCV.2005,1292-1299.
- [9]CARROLL R,AGRAWA M,AGRAWAL A.Optimizing content-preserving projections for wide-angle images[J].ACM Transactions on Graphics,2009,28(3):43.
- [10]JUN Wu,DONG Zhongkui,LIU Zhigang.Geo-registration and mosaic of UAV video for quick-response to forest fire disaster[J]//Proc.of SPIE,2007(6788):678810.
- [11]GAO J,KIM S J,BROWN M S.Constructing image panoramas using dual-homography warping[C]//Proceedings of IEEE CVPR,2011:49-56.
- [12]LIN W Y,LIU S,MATSUSHITA Y,et al.Smoothly varying affine stitching[C]//Proceedings of IEEE CVPR,2011:345-352.
- [13]WANG H,SUTER D.Robust adaptive-scale parametric model estimation for computer vision[J].IEEE Transactions on Pattern Analysis and Machine Intelligence 26,2004,11:1459-1474.
- [14]CHUM O,MATAS J.Planar affine rectification from change of scale[C]//Proceedings of ACCV 2010,2011:347-360.
- [15]DO CARMO M P.Differential geometry of curves and surfaces[M].Prentice-Hall,1976.
- [16]VEDALAI A,Fulkerson B.VLFeat:an open and portable library of computer vision algorithms[C]//Proceedings of ACM Multimedia,2010:1469-1472.