Multi-focus image fusion in high precision close-range phaotogrammetry

作者: Erdem Emin Maraş , Bülent Bayram , Hakan Hadi Maraş , Süleyman Sırrı Maraş , Bahadır Aktuğ

DOI: 10.5897/IJPS.9000387

关键词:

摘要: The close-range photogrammetry is a discipline of precise metric measurement features with applications ranging from the deformation architectural structures to medical diagnosis. One limitations on precision obtained images large differences in depth. On other hand, obtaining pictures that focus every direction lenses used close range mechanically impossible. Multiple focused different distances are necessary order solve such depth problem. clear parts brought together, so image obtained. This joint becomes more suitable for feature extraction as well dividing and classifying processes. In this study, joining has been conducted spatial frequency method. unclear have be determined able bring these together. average filtering method employed accurately determine prescribed clarity level gray value levels image. For procedure, software developed C++ programming language conducts filtering. experiments show proves very efficient construct multi-focus Due arising depth, many ultra-high measurements industrial still heavily rely classical surveying methods. results proposed image-fusion dramatically reduces error budget down half enables much higher applications.   Key words: Image processing, method, fusion.

参考文章(7)
Shutao Li, James T. Kwok, Yaonan Wang, Combination of images with diverse focuses using the spatial frequency Information Fusion. ,vol. 2, pp. 169- 176 ,(2001) , 10.1016/S1566-2535(01)00038-0
P. Burt, E. Adelson, The Laplacian Pyramid as a Compact Image Code IEEE Transactions on Communications. ,vol. 31, pp. 671- 679 ,(1983) , 10.1109/TCOM.1983.1095851
GK Matsopoulos, S Marshall, JNH Brunt, Multiresolution morphological fusion of MR and CT images of the human brain IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 141, pp. 137- 142 ,(1994) , 10.1049/IP-VIS:19941184
P.J. Burt, R.J. Kolczynski, Enhanced image capture through fusion international conference on computer vision. pp. 173- 182 ,(1993) , 10.1109/ICCV.1993.378222
David A. Yocky, Image merging and data fusion by means of the discrete two-dimensional wavelet transform Journal of The Optical Society of America A-optics Image Science and Vision. ,vol. 12, pp. 1834- 1841 ,(1995) , 10.1364/JOSAA.12.001834
Shutao Li, James T. Kwok, Yaonan Wang, Multifocus image fusion using artificial neural networks Pattern Recognition Letters. ,vol. 23, pp. 985- 997 ,(2002) , 10.1016/S0167-8655(02)00029-6
W. Brent Seales, Sandeep Dutta, Everywhere-in-focus image fusion using controlablle cameras Proceedings of SPIE. ,vol. 2905, pp. 227- 234 ,(1996) , 10.1117/12.256333