Performance comparison between SVM and K-Means for vehicle counting

• Main Authors: El-Khoreby, Mohamed A., Abu Bakar, Syed Abd. Rahman, Mohd. Mokji, Musa, Omar, Syaril Nizam
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/91237/1/SyedAbdRahman2020_PerformanceComparisonBetweenSVMandK-Means.pdf; http://eprints.utm.my/id/eprint/91237/; http://dx.doi.org/10.1088/1757-899X/884/1/012077

Support vector machine (SVM) and K-means have been two well known methods used in classification. Choosing an accurate classifier for good features to differentiate between the foreground and background has a significant effect in increasing the accuracy of the detection. This paper presents and ana...