Browse > Article
http://dx.doi.org/10.9708/jksci.2013.18.4.013

Panoramic Image Reconstruction using SURF Algorithm  

Kim, Kwang-Baek (Dept. of Computer Science, Silla University)
Abstract
Panorama picturing is an elongated photographing technique that connects images with rotating and moving multiple images horizontally that are partly overlapped. However, for hand-operated photographs, it is difficult to adjust overlapped parts because of tilted angles. There has been a study comparing adjacent pictures using labeling technique but it was time-consuming and had angle dissonant cases in nature. In this paper, we propose a less time-consuming paranoiac scene reconstruction method. Our method is also based on labeling-and-comparing technique but uses only 1/3 of it. Then, if there exists angle dissonance, it tries to find characteristic points by SURF algorithm and adjusts them with homography. The efficacy of this method is experimentally verified by experiments using various images
Keywords
Paranoiac scene; SURF algorithm; Labelling; Homography;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 H. Bay, T. Tuytelaars, and L. V. Gool, "Surf: Speeded up robust features," European Conference on Computer Vision, Vol.3951, pp. 404-417, 2006.
2 C. Harris and M. Stephns, "A Combined Corner and Edge Detector," Proc. Alvey Vision Conf., pp.147-151, 1988.
3 J. H. Cha, "Camera Extrinsic Parameter Estimation using 2D Homography and Nonlinear Minimizing Method based on Geometric Invariance Vector," Journal of Korean Society for Internet Information, Vol.6, No.6, pp.187-197, 2005.   과학기술학회마을
4 E. K. Kim, S. W. Seo, "Fast Stitching Algorithm and Cubic Panoramic Image Reducing Distortions," Proceedings of the Korea Contents Association Fall Conference, Vol.3, No.2, pp.580-584, 2005.
5 K. B. Kim, "Panoramic Image Improvement using Forward Warping and Bilinear Interpolation Method," Journal of The Korea Institute of Information and Communication Engineering, Vol.16, No.10, pp.2108-2112, 2012.   과학기술학회마을   DOI   ScienceOn
6 M. A. Penna, "Determining Camera Parameters from The Perspective Projection of a Quadrilateral," Pattern Recognition, Vol.24, No.6, pp.553-541, 1991.