Abstract
Abstract This work looks at the automation of the reconstruction of buildings using a handheld consumer grade video camera. We discuss our progress to date which includes: deinterlacing the video footage, automated selection of non-blurred key frames, registration of key frames using a Fast Fourier Transformation technique and tracking of points and features to be used in the bundle adjustment.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Cannon M. (1976) Blind deconvolution of spatially invariant images blurs with phase. IEEE Transactions on Acoustics, Speech and Signal Processing. 24(1):58–63
Canny J. (1986) A computational approach to edge detection. IEEE Transactions on Pattern Analysis and Machine Intelligence 8(6): 679–698
Casasent D, Psaltis D (1976) Position, rotation, and scale invariant optical correlation. Applied Optics 15(7):1795–1799
Casasent D, Psaltis D (1977) New optical transforms for pattern recognition. Proceedings IEEE 65:77–84
Chen Q, Defrise M, Deconinck F (1994) Symmetric phase-only matched filtering of fourier-mellin transforms for image registration and recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence 16(12):1156–1168.
Cooke T, Whatmough R (2005) Detection and tracking of corner points for structure from motion. Technical Report DSTO-TR-1759, Defence Science and Technology Organisation.
Devčić Z, Lončarić S (2000) Blur identification using averaged spectra of degraded image singular vectors. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 2195–2198.
Elder JH, Zucker SW (1998) Local scale control for edge detection and blur estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence 20(7):699–716
Faugeras O, Robert L, Laveau S, Scurka G, Zeller C, Gauclin C, Zoghlami I(1998) 3-D Reconstruction of Urban Scenes from Image Sequences. Computer Vision and Image Understanding. 69(3):292–309.
Fogel S (1991) The estimation of velocity vector fields from time-varying image sequences. Computer Vision, Graphics and Image Processing: Image Understanding 53(3):253–287
Frigo M, Johnson SG (1999) FFTW User’s Manual. Massachusetts Institute of Technology.
Gallop RJ, Crits-Christoph P, Muenz LR, Tu X M (2003) Determination and interpretation of the optimal operating point for ROC curves derived through generalized linear models. Understanding Statistics 2(4):219–242
Gonzalez RC, Woods RE (1992) Digital Image Processing. Addison-Wesley, New York.
Harris C, Stephens M (1988) A combined corner and edge detector. In: 4th Alvey Vision Conference, pp. 147–151
Kang SK, Hong MJ, Paik JK (2001) Simultaneous digital focusing and motion blur removal using segmentation-based adaptive regularization. In: Visual Communications and Image Processing 2001, SPIE, pp. 776–786.
Kuglin CD, Hines DC (1975) The phase correlation image alignment method. In: IEEE 1975 International Conference Cybernetics and Society, pp. 163–175.
Marichal X, Ma W-Y, Zhang H (1999) Blur determination in the compressed domain using DCT information. In: 1999 International Conference on Image Processing 2, pp. 386–390.
Marziliano P, Dufaux F, Wionkler S, Ebrahimi T (2002) A no-referenced perceptual blur metric. In: 2002 International Conference on Image Processing, pp. 57–60.
Mayntz C, Aach T, Kunz D (1999) Blur identification using a spectral inertia tensor and spectral zeros. In: 1999 International Conference on Image Processing 2, pp. 885–889.
Pollefeys M., Koch R. Vergauwen M., Van Gool L. (2000) Automated reconstruction of 3D scenes from sequences of images. ISPRS Journal of Photogrammetry and Remote Sensing, 55(4):251–267
Reddy BS, Chatterji BN (1996) An fft-based technique for translation, rotation and scale-invariant image registration. IEEE Transactions on Image Processing 5(8):1266–1271
Reiter C (2000) With j: Fast Fourier transforms and removing motion blur. ACM SIGAPL APL Quote Quad 31(1):16–17
Rekleitis IM (1996) Steerable filters and cepstral analysis for optical flow calculation from a single blurred image. In: Vision Interface, Toronto, pp. 159–166.
Remondino F, El-Hakim S (2006) Image-based 3D Modelling: A Review. The Photogrammetric Record 21(115): 269–291.
Rooms F, Pizurica A, Philips W (2001) Estimating image blur in the wavelet domain. In: Proceedings ProRISC 2001 (12th annual Workshop on Circuits, Systems and Signal Processing), pp. 568–573.
Rosenfeld A (1969) Picture processing by computer. ACM Computing Surveys (CSUR) 1(3):147–176
Sobel I (1970) Camera models and machine perception. Stanford AI Memo 121
Stricker D (2001) Tracking with reference images: a real-time and markerless tracking solution for out-door augmented reality applications. Proceedings of the 2001 conference on virtual reality, archeology, and cultural heritage, ACM Press, New York, NY, USA: pp. 77–82.
Trajković M, Hedley M (1998) Fast corner detection. Image and Vision Computing 16:75–85
Trussell HJ, Fogel S, (1992) Identification and restoration of spatially variant motion blurs in sequential images. IEEE Transactions on Image Processing 1(1):123–126
Xie H, Hicks, N, Keller, GR, Huang H, Kreinovich V (2003) An IDL/ENVI implementation of the FFT based algorithm for automatic image registration. Computers and Geosciences 29:1045–1055
Yoshida Y, Horiike K, Fujita K (1993) Parameter estimation of uniform image blur using dct. IEICE Trans. Fundamentals E76-A(7):1154–1157.
Zisserman A, Fitzgibbon A, Cross G (1999) VHS to VRML: 3D Graphical Models from Video Sequences. Proceedings IEEE International Conference on Multimedia.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Fulton, J., Fraser, C. (2009). Automated Reconstruction of Buildings Using a Hand Held Video Camera. In: Jones, S., Reinke, K. (eds) Innovations in Remote Sensing and Photogrammetry. Lecture Notes in Geoinformation and Cartography. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-93962-7_30
Download citation
DOI: https://doi.org/10.1007/978-3-540-93962-7_30
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-88265-7
Online ISBN: 978-3-540-93962-7
eBook Packages: Earth and Environmental ScienceEarth and Environmental Science (R0)