Recognition of identifiers from shipping container images using fuzzy binarization and neural network with enhanced learning algorithm

Applied Computational Intelligence - Proceedings of the 6th International FLINS Conference

Volumn , Issue , 2004, Pages 215-222

  Kim, Kwang Baek ^a  

^a Silla University   (South Korea)

Author keywords

Container Recognition; Contour Tracking; Enhanced ART1 based RBF Network; Fuzzy Binarization

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; FUZZY SETS; IMAGE ANALYSIS; LEARNING ALGORITHMS; PATTERN RECOGNITION;

CONTAINER RECOGNITION; CONTOUR TRACKING; ENHANCED ART1-BASED RBF NETWORK; FUZZY BINARIZATION;

NEURAL NETWORKS;

EID: 8844259419     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1142/9789812702661_0042     Document Type: Conference Paper

References (7)

1. ISO-6346, Freight Containers-Coding -Identification and Marking, 1995.
2. N. B. Kim, "Character Segmentation from Shipping Container Image using Morphological Operation," Journal of Korea Multimedia Society, Vol.2, No.4, pp.390-399, 1999.
3. M. Y. Nam, E. K. Lim, N. S. Heo and K. B. Kim, "A Study on Character Recognition of Container Image using Brightness Variation and Canny Edge," Proceedings of Korea Multimedia Society, Vol.4, No.l, pp.111-115, 2001.
4. Liane C. Ramac and Pramod K. Varshney, "Image Thresholding Based on Ali-Silvey distance Measures," Pattern Recognition, Vol.30, No.7, pp.1161-1173, 1997.
5. K. B. Kim, S. W. Jang and C. K. Kim,"Recognition of Car License Plate by Using Dynamical Thresholding Method and Enhanced Neural Networks," Lecture Notes in Computer Science, LNCS 2756, pp. 309-319, 2003.
6. Grossberg, S., "Adaptive pattern classification and universal recoding: parallel development and coding of neural feature detectors," Biol. Cybern., Vol.23, pp. 187-202, 1976.
7. H. J. Zimmermann, Fuzzy set Theory and it's Applications, Kluwer Academic Publishers, 1991.