Aerial sequential frame decimation for scene reconstruction

作者: Zhen Xie , Fuhua Wan , Qing Bu , Xiaolong Zhou , Jianhua Zhang

DOI: 10.1109/ICINFA.2015.7279501

关键词:

摘要: Micro aerial vehicle (MAV) can be used as an efficient image acquiring tool. However, video sequence has a large amount of redundant information, which will delay the scene reconstruction process and decrease structure accuracy. Meanwhile conventional frame decimation approaches normally have time-consuming feature matching step. This paper proposes hierarchical approach for video-based from motion with sequential frames. For preliminary decimation, both MAV's parameters quality are incorporated, sharply number detailed degenerate situations width baseline considered. The proposed is tested several datasets. results show that our promotes efficiency accuracy three dimensional outdoor reconstructions

参考文章(11)
Matthew N. Dailey, Nicolas Herrero, Mirza Tahir Ahmed, Jose Luis Landabaso, ROBUST KEY FRAME EXTRACTION FOR 3D RECONSTRUCTION FROM VIDEO STREAMS international conference on computer vision theory and applications. pp. 231- 236 ,(2010)
Daniel Knoblauch, Mauricio Hess-Flores, Mark A. Duchaineau, Kenneth I. Joy, Falko Kuester, Non-parametric sequential frame decimation for scene reconstruction in low-memory streaming environments international symposium on visual computing. ,vol. 6938, pp. 359- 370 ,(2011) , 10.1007/978-3-642-24028-7_33
M.-G. Park, K.-J. Yoon, Optimal key-frame selection for video-based structure-from-motion Electronics Letters. ,vol. 47, pp. 1367- 1369 ,(2011) , 10.1049/EL.2011.2674
Màrius Vila, Anton Bardera, Qing Xu, Miquel Feixas, Mateu Sbert, Tsallis entropy-based information measures for shot boundary detection and keyframe selection Signal, Image and Video Processing. ,vol. 7, pp. 507- 520 ,(2013) , 10.1007/S11760-013-0452-3
Frederique Crete, Thierry Dolmiere, Patricia Ladret, Marina Nicolas, The Blur Effect: Perception and Estimation with a New No-Reference Perceptual Blur Metric electronic imaging. ,vol. 6492, ,(2007) , 10.1117/12.702790
Marc Pollefeys, Luc Van Gool, Maarten Vergauwen, Frank Verbiest, Kurt Cornelis, Jan Tops, Reinhard Koch, Visual Modeling with a Hand-Held Camera International Journal of Computer Vision. ,vol. 59, pp. 207- 232 ,(2004) , 10.1023/B:VISI.0000025798.50602.3A
Changchang Wu, Towards Linear-Time Incremental Structure from Motion 2013 International Conference on 3D Vision. pp. 127- 134 ,(2013) , 10.1109/3DV.2013.25
Noah Snavely, Steven M. Seitz, Richard Szeliski, Modeling the World from Internet Photo Collections International Journal of Computer Vision. ,vol. 80, pp. 189- 210 ,(2008) , 10.1007/S11263-007-0107-3
Drew Steedly, Frank Dellaert, Kai Ni, Out-of-Core Bundle Adjustment for Large-Scale 3D Reconstruction international conference on computer vision. pp. 1- 8 ,(2007) , 10.1109/ICCV.2007.4409085
Kin-Wai Sze, Kin-Man Lam, Guoping Qiu, None, A new key frame representation for video segment retrieval IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 15, pp. 1148- 1155 ,(2005) , 10.1109/TCSVT.2005.852623