Color texture-based object detection: An application to license plate localization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2388, Issue , 2002, Pages 293-309

  In Kim, Kwang ^a   Jung, Keechul ^b   Kim Hyung, Jin ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b MICHIGAN STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; FEATURE EXTRACTION; IMAGE TEXTURE; LICENSE PLATES (AUTOMOBILE); OBJECT DETECTION; OBJECT RECOGNITION; PATTERN RECOGNITION; PIXELS;

ADAPTIVE MEAN SHIFTS; COLOR TEXTURE ANALYSIS; COLOR TEXTURES; HIGH DIMENSIONAL SPACES; LICENSE PLATE LOCALIZATIONS; LOCALIZATION SYSTEM; TEXTURAL PROPERTIES; VEHICLE LICENSE PLATES;

SUPPORT VECTOR MACHINES;

EID: 84958780685     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45665-1_23     Document Type: Conference Paper

References (21)

1. Kim, H. J., Kim, D. W., Kim, S. K., Lee, J. K.: Automatic Recognition of A Car License Plate using Color Image Processing. Engineering Design and Automation Journal 3 (1997)
2. Lee, E. R., Kim, P. K., Kim, H. J.: Automatic Recognition of A License Plate Using Color. In Proc. International Conference on Image Processing (ICIP) (1994) 301-305
3. Draghici, S.: A Neural Network based Artificial Vision System for License Plate Recognition. International Journal of Neural Systems 8 (1997) 113-126
4. Gao, D.-S., Zhou, J.: Car License Plates Detection from Complex Scene. In Proc. International Conference on Signal Processing 2000 1409-1414
5. Park, S. H., Kim, K. I., Jung, K., Kim, H. J.: Locating Car License Plates using Neural Networks. IEE Electronics Letters 35 (1999) 1475-1477
6. Naito, T., Tsukada, T., Yamada, K., Kozuka, K., Yamamoto, S.: Robust License-Plate Recognition Method for Passing Vehicles under Outside Environment. IEEE Trans. Vehicular Technology 49 (2000) 2309-2319
7. Zhong, Y., Jain, A. K.: Object Localization Using Color, Texture and Shape. PR. 33 (2000) 671-684
8. Mirmehdi, M., Petrou, M.: Segmentation of Color Textures. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI) (2000) 142-159
9. Kim, K. I., Jung, K., Park, S. H., Kim, H. J.: Support Vector Machines for Texture Classification. IEEE Trans. PAMI to be appeared
10. Osuna, E., Freund, R., Girosi, F.: Training Support Vector Machines: an Application to Face Detection. In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (1997) 130-136
11. ter Brugge, M. H., Stevens, J. H., Nijhuis, J. A. G., Spaanenburg, L.: License Plate Recognition using DTCNNs. In Proc. IEEE International Workshop on Cellular Neural Networks and their Applications (1998) 212-217
12. Bradski, G. R.: Real Time Face and Object Tracking as a Component of a Perceptual User Interface. In Proc. IEEE Workshop on Applications of Computer Vision (1998) 214-219
13. Vapnik, V.: The Nature of Statistical Learning Theory. Springer-Verlag, NY (1995)
14. Schölkopf, B., Sung, K., Burges, C. J. C., Girosi, F., Niyogi, P., Poggio, T., Vapnik, V.: Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers. IEEE Trans. Signal Processing 45 (1997) 2758-2765
15. Sung, K. K., Poggio, T.: Example-based Learning for View-based Human Face Detection. IEEE Trans. PAMI 20 (1998) 39-51
16. Joachims, T.: Making Large-Scale SVM Learning Practical. In Schölkopf, B., Burges, C., Smola, A. (Eds.): Advances in Kernel Methods-Support Vector Learning, MIT-Press, Cambridge (1999) pp. 169-184
17. Haykin, S.: Neural Network-A Comprehensive Foundation, 2nd edn. Prentice Hall, NJ (1999)
18. Rowley, H. A., Baluja, S., Kanade, T.: Neural Network-based Face Detection. IEEE Trans. PAMI. 20 (1999) 23-37
19. Duda, R. O., Hart, P. E.: Pattern Classification and Scene Analysis, A Wileyinterscience publication, NY (1973)
20. Li, H., Doermann, D., Kia, O.: Automatic Text Detection and Tracking in Digital Video. IEEE Trans. Image Processing 9 (2000) 147-156
21. Cui, Y., Huang, Q.: Extracting Characters of License Plates from Video Sequences. Machine Vision and Applications 10 (1998) 308-320