Figure 1. Flowchart
Figure 2. Neural Network with 16 Input Nodes, 20 Hidden Nodes and 1 Output Node
Figure 1. (continued) Flowchart
Table 1. Output of 10 Number of Experimental Characters Obtained by Execution of Character Classification Algorithm
Table 2. Output of 100 Number of Learning Characters Obtained by Execution of Neural Network After 2,000,000 or More Number of Repetition of Learning
Table 3. Output of 10 Number of Experimental Characters Obtained by Execution of Neural Network After 2,000,000 or More Number of Repetition of Learning
참고문헌
- L. Jaulin, Automation for Robotics, Wiley, pp.47-56, 2015.
- S. Annadurai, R. Shanmugalakshmi, Fundamentals of Digital Image Processing, Pearson, pp. 103-126, 2007.
- M. Kang, "Object Recognition Using the Edge Orientation Histogram and Improved Multi-Layer Neural Network", International Journal of Advanced Culture Technology(IJACT), Vol.6, No.3, pp.142-150, 2018. https://doi.org/10.17703//IJACT2018.6.3.142
- D. Sule, Manufacturing Facilities, CRC Press, pp.49-95, 2008.
- W. Pratt, Introduction to Digital Image Processing, CRC Press, pp.139-154, 2013.
- F. Shih, Image Processing and Mathematical Morphology, CRC Press, pp.25-35, 2009.
- Y. Yang, S. Lee, "An Object Tracking Method for Studio Cameras by OpenCV-based Python Program", The Journal of Convergence on Culture Technology(JCCT), Vol.4, No.1, pp.291-297, Feb 2018. https://doi.org/10.17703/JCCT.2018.4.1.291
- B. Jeong, M. Kang, Y. Jung, "A study on the Facial Expression Recognition using Deep Learning Technique", International Journal of Advanced Culture Technology(IJACT), Vol.6, No.1, pp.60-67, 2018. https://doi.org/10.17703/IJACT.2018.6.1.60
- D. Rumelhart, J. McClelland, Parallel Distributed Processing, MIT Press, pp. 121-127, 1987.
- S. Lee, "Deep Structured Learning: Architectures and Applications", International Journal of Advanced Culture Technology(IJACT), Vol.6, No.4, pp.262-265, 2018. https://doi.org/10.17703//IJACT2018.6.4.262
- R. Kautz, Chaos - The Science of Predictable Random Motion, Oxford University Press, pp. 19-42, 2011.
- G. Dougherty, Pattern Recognition and Classification, Springer, pp. 123-134, 2012.
- S. Yoo, "Character Recognition Algorithm using Accumulation Mask", International Journal of Advanced Culture Technology(IJACT), Vol.6, No.2, pp.123-128, 2018. https://doi.org/10.17703/IJACT.2018.6.2.123