RURAL ROAD FEATURE EXTRACTION FROM AERIAL IMAGES USING ANISOTROPIC DIFFUSION AND DYNAMIC SNAKES

iii ACKNOWLEDGMENTS I sincerely thank Dr. Bon A. Dewitt for his continuous support and encouragement throughout the course of this research. He provided much needed technical help and constructive criticism by taking time out of his busy schedule. Dr Michael C. Nechyba for getting me started with the right background to do research in the field of image processing. I would like to thank Dr Grenville Barnes and Dr Dave Gibson for their patience and support, and their invaluable contribution in supervising my research. Finally, I wish to express love and respect for my parents, family and friends. They are always with me.

[1]  Jitendra Malik,et al.  Scale-Space and Edge Detection Using Anisotropic Diffusion , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Ramesh C. Jain,et al.  Using Dynamic Programming for Solving Variational Problems in Vision , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  C. Heipke,et al.  T-REX: TUM RESEARCH ON ROAD EXTRACTION , 1999 .

[4]  Azriel Rosenfeld,et al.  Computer Vision , 1988, Adv. Comput..

[5]  I. Turton Application of Pattern Recognition to Concept Discovery in Geography , 1999 .

[6]  P. Wolf,et al.  Elements of Photogrammetry(with Applications in GIS) , 2000 .

[7]  Chandrika Kamath,et al.  PDE-based nonlinear diffusion techniques for denoising scientific and industrial images: an empirical study , 2001, IS&T/SPIE Electronic Imaging.

[8]  Vandana Shukla,et al.  Semi-Automatic Road Extraction Algorithm for High Resolution Images Using Path Following Approach , 2002, ICVGIP.

[9]  Ivan Laptev,et al.  Multi-scale and Snakes for Automatic Road Extraction , 1998, ECCV.

[10]  Demetri Terzopoulos,et al.  Snakes: Active contour models , 2004, International Journal of Computer Vision.

[11]  David M. McKeown,et al.  Cooperative methods for road tracking in aerial imagery , 1988, Proceedings CVPR '88: The Computer Society Conference on Computer Vision and Pattern Recognition.

[12]  Shozo Kondo,et al.  Detection of Roads from Satellite Images Using Optimal Search , 2000, Int. J. Pattern Recognit. Artif. Intell..

[13]  Armin Gruen,et al.  Semiautomatic road extraction by dynamic programming , 1994, Other Conferences.