Performance Evaluation of Support Vector Machine and Convolutional Neural Network Algorithms in Real-Time Vehicle Type Classification

Advances in Internet, Data & Web Technologies - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-319-75928-9_86 ◽

2018 ◽

pp. 934-943 ◽

Cited By ~ 2

Author(s):

Ali Şentaş ◽

İsabek Tashiev ◽

Fatmanur Küçükayvaz ◽

Seda Kul ◽

Süleyman Eken ◽

...

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Performance Evaluation ◽

Convolutional Neural Network ◽

Real Time ◽

Support Vector ◽

Network Algorithms ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Performance evaluation of support vector machine and convolutional neural network algorithms in real-time vehicle type and color classification

Evolutionary Intelligence ◽

10.1007/s12065-018-0167-z ◽

2018 ◽

Vol 13 (1) ◽

pp. 83-91 ◽

Cited By ~ 2

Author(s):

Ali Şentaş ◽

İsabek Tashiev ◽

Fatmanur Küçükayvaz ◽

Seda Kul ◽

Süleyman Eken ◽

...

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Performance Evaluation ◽

Convolutional Neural Network ◽

Real Time ◽

Support Vector ◽

Color Classification ◽

Network Algorithms ◽

Vehicle Type

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An Evaluation of Different Extraction Methods and Support Vector Machine Kernels for Vehicle Type Classification

2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC) ◽

10.1109/iccmc48092.2020.iccmc-000129 ◽

2020 ◽

Author(s):

R. Navaneeth ◽

Joel Stephen ◽

Navin Nandakumar ◽

Remya Nair T.

Keyword(s):

Support Vector Machine ◽

Extraction Methods ◽

Support Vector ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Vehicle Type Classification Using an Enhanced Sparse-Filtered Convolutional Neural Network With Layer-Skipping Strategy

IEEE Access ◽

10.1109/access.2019.2963486 ◽

2020 ◽

Vol 8 ◽

pp. 14265-14277

Author(s):

Suryanti Awang ◽

Nik Mohamad Aizuddin Nik Azmi ◽

Md. Arafatur Rahman

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Emergency Vehicle Type Classification using Convolutional Neural Network

2021 IEEE International Conference on Automatic Control & Intelligent Systems (I2CACIS) ◽

10.1109/i2cacis52118.2021.9495899 ◽

2021 ◽

Author(s):

Muhammad Akmal Hakim bin Che Mansor ◽

Nor Ashikin Mohamad Kamal ◽

Mohamad Hafiz bin Baharom ◽

Muhammad Adib bin Zainol

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Emergency Vehicle ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Fine-grained vehicle type classification using lightweight convolutional neural network with feature optimization and joint learning strategy

Multimedia Tools and Applications ◽

10.1007/s11042-020-09171-3 ◽

2020 ◽

Author(s):

Wei Sun ◽

Guoce Zhang ◽

Xiaorui Zhang ◽

Xu Zhang ◽

Nannan Ge

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Learning Strategy ◽

Joint Learning ◽

Fine Grained ◽

Vehicle Type ◽

Feature Optimization ◽

Vehicle Type Classification ◽

Type Classification

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Vehicle-Type Classification Using Customized Fuzzy Convolutional Neural Network

Advances in Intelligent Systems and Computing - Data Engineering and Intelligent Computing ◽

10.1007/978-981-16-0171-2_40 ◽

2021 ◽

pp. 419-429

Author(s):

D. T. Mane ◽

P. B. Kumbharkar ◽

P. S. Dhotre ◽

Santosh Borde

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Multimodal vehicle type classification using convolutional neural network and statistical representations of MFCC

2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) ◽

10.1109/avss.2017.8078514 ◽

2017 ◽

Cited By ~ 4

Author(s):

Berkay Selbes ◽

Mustafa Sert

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Vehicle Type Classification Using Convolutional Neural Network

2018 IEEE 5th International Congress on Information Science and Technology (CiSt) ◽

10.1109/cist.2018.8596500 ◽

2018 ◽

Cited By ~ 3

Author(s):

Bensedik Hicham ◽

Azough Ahmed ◽

Meknasssi Mohammed

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Vehicle Type Classification Using Unsupervised Convolutional Neural Network

2014 22nd International Conference on Pattern Recognition ◽

10.1109/icpr.2014.39 ◽

2014 ◽

Cited By ~ 31

Author(s):

Zhen Dong ◽

Mingtao Pei ◽

Yang He ◽

Ting Liu ◽

Yanmei Dong ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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Vehicle type classification based on convolutional neural network

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243078 ◽

2017 ◽

Cited By ~ 3

Author(s):

Yanjun Chen ◽

Wenxing Zhu ◽

Donghui Yao ◽

Lidong Zhang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Vehicle Type ◽

Vehicle Type Classification ◽

Type Classification

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