Using SIFT + BOF + SVM for license plate classification system
Built wit OPENCV 3.2.0 + Visual Studio 2015 (C++)
Load the "PropertySheet.props" to Visual studio
Make sure the $(OPENCV_DIR) in the solution properties is pointing to the right opencv 3.2.0 library
You will find answers to most of your questions in one of the following links:*Marius Muja and David G. Lowe: "Scalable Nearest * - Neighbor Algorithms for High Dimensional Data". Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, 2014.G. Csurka, C. R. - Dance, L. Fan, J. Willamowski and C. Bray, "Visual Categorization with Bags of Keypoints," Xerox Research Centre Europe Computer Vision Deep Learning, "compile OpenCV 3.2 windows 10 (64 bit) visual studio 2015," Computer Vision Deep Learning, 26 12 2016. [Online]. Available: https://www.youtube.com/watch?v=h-k7aUp8nGY. [Accessed 1 8 2017]. - R. Bandara, "Bag-of-Features Descriptor on SIFT Features with OpenCV (BoF-SIFT)," 22 4 2014. [Online]. Available: https://www.codeproject.com/Articles/619039/Bag-of-Features-Descriptor-on-SIFT-Features-with-O . [Accessed 12 8 2017]. opencv dev team, "Object Categorization," 11 8 2017. [Online]. Available: http://docs.opencv.org/2.4/modules/features2d/doc/object_categorization.html#bowimgdescriptorextractor-descriptortype . [Accessed 12 8 2017]. - B. Tomasik, P. Thiha and a. D. Turnbull, "Tagging Products using Image Classification," Dept. of Computer Science, Swarthmore College, Swarthmore, PA, 2009 - "Introduction to Support Vector Machines," opencv dev team, [Online]. Available: http://docs.opencv.org/2.4/doc/tutorials/ml/introduction_to_svm/introduction_to_svm.html. [Accessed 13 8 2017].
Marius Muja and David G. Lowe: "Scalable Nearest Neighbor Algorithms for High Dimensional Data". Pattern Analysis and Machine Intelligence (PAMI), Vol. 36, 2014.
G. Csurka, C. R. Dance, L. Fan, J. Willamowski and C. Bray, "Visual Categorization with Bags of Keypoints," Xerox Research Centre Europe .
Computer Vision Deep Learning, "compile OpenCV 3.2 windows 10 (64 bit) visual studio 2015," Computer Vision Deep Learning, 26 12 2016. [Online]. Available: https://www.youtube.com/watch?v=h-k7aUp8nGY. [Accessed 1 8 2017].
R. Bandara, "Bag-of-Features Descriptor on SIFT Features with OpenCV (BoF-SIFT)," 22 4 2014. [Online]. Available: https://www.codeproject.com/Articles/619039/Bag-of-Features-Descriptor-on-SIFT-Features-with-O . [Accessed 12 8 2017].
opencv dev team, "Object Categorization," 11 8 2017. [Online]. Available: http://docs.opencv.org/2.4/modules/features2d/doc/object_categorization.html#bowimgdescriptorextractor-descriptortype . [Accessed 12 8 2017].
B. Tomasik, P. Thiha and a. D. Turnbull, "Tagging Products using Image Classification," Dept. of Computer Science, Swarthmore College, Swarthmore, PA, 2009
"Introduction to Support Vector Machines," opencv dev team, [Online]. Available: http://docs.opencv.org/2.4/doc/tutorials/ml/introduction_to_svm/introduction_to_svm.html. [Accessed 13 8 2017].
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