Volume 33 Issue 04
Apr.  2007
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Li Shuxiao, Chang Hongxing. Novel road detection and tracking algorithm for aerial images[J]. Journal of Beijing University of Aeronautics and Astronautics, 2007, 33(04): 445-449. (in Chinese)
Citation: Li Shuxiao, Chang Hongxing. Novel road detection and tracking algorithm for aerial images[J]. Journal of Beijing University of Aeronautics and Astronautics, 2007, 33(04): 445-449. (in Chinese)

Novel road detection and tracking algorithm for aerial images

  • Received Date: 25 May 2006
  • Publish Date: 30 Apr 2007
  • A novel road detection and tracking algorithm for intelligent pilotless aircraft applications was illustrated. Initially, synthetic image was extracted from electron road maps to initialize the road areas. Then, road detection was expressed as a minimizing problem by means of using distance transformation of input image and edges of synthetic image. Finally an iterative algorithm took shape and was applied to solve the minimizing problem mentioned above to abtain road regions. Road tracking method initialized its corresponding minimizing problem utilizing the prediction image out of the detection results of previous video frames. Concerning the function of this method, strict experimental results are presented to demonstrate the satisfactory performances of our approach with its highly stability and adaptability.

     

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  • [1] Fortier A, Ziou D, Armenakis C,et al. Survey of work on road extraction in aerial and satellite images .Technical Report N. 247, Université de Sherbrooke, 2000 [2] Lai S, Yung C. Lane detection by orientation and length discrimination[J].IEEE Transactions on Systems, Man and Cybernetics, 2000, 30(4):539-548 [3] Zhang C, Murai S, Baltsavias E.Road network detection by mathematical morphology Proc of ISPRS Workshop on "3D Geospatial Data Production:Meeting Application Requirements".Paris:, 1999:185-200 [4] Leitao P, Tilie S, Mangeas M,et al. Road singularities detection and classification European Symposium on Artificial Neural Networks. Bruges:d-side publi, 2003:301-306 [5] Foedisch M,Takeuchi A.Adaptive real-time road detection using neural networks Proc 7th Int Conf on Intelligent Transportation Systems. Washington D C:IEEE, 2004:3-6 [6] Porikli F. Road extraction by point-wise Gaussian models[J]. The International Society for Optical Engineering, 2003, 5093:758-764 [7] Thorpe C, Hebert M H. Vision and navigation for the Carnegie Mellon Navlab[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1988,10(3):362-373 [8] Bicego M, Dalfini S, Vernazza G, et al. Automatic road extraction from aerial images by probabilistic contour tracking ICIP(3). Barcelona:IEEE,2003:585-588 [9] Lacoste C, Descombes X, Zerubia J. Road network extraction in remote sensing by a Markov object process ICIP(3).Barcelona:IEEE, 2003:1017-1020 [10] Rambabu C, Rathore T,Chakrabarti I. A new watershed algorithm based on hill-climbing technique for image segmentation IEEE TENCON.Bangalore:IEEE, 2003 [11] Snyder E, Qi H. Machine Vision[M]. Cambridge University Press, 2004:197-201 [12] Broggi A, Berte S.Vision-based road detection in automotive systems:a real-time expectation-driven approach[J]. Journal of Artificial Intelligence Research, 1995, 3:325-348
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