ridm@nrct.go.th   ระบบคลังข้อมูลงานวิจัยไทย   รายการโปรดที่คุณเลือกไว้

A neural network based approach for the vehicle classification

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A neural network based approach for the vehicle classification
นักวิจัย : Goyal, Anshul. , Verma, Brijesh.
คำค้น : Not a CQU Research Flagship , 700102 Application tools and system utilities , 280207 Pattern Recognition , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280208 Computer Vision , 280203 Image Processing , Neural networks (Computer science) , Vehicles. , Pattern perception. , Vehicle image classification -- Neural networks -- Pattern classification
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2550
อ้างอิง : http://hdl.cqu.edu.au/10018/12978 , http://acquire.cqu.edu.au:8080/vital/access/manager/Repository/cqu:2856 , http://dx.doi.org/10.1109/CIISP.2007.369173 , cqu:2856
ที่มา : Goyal, A, & Verma, B 2007, 'A neural network based approach for the vehicle classification', paper presented at the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, 1-5 April 2007. CIISP 2007. IEEE Symposium pp. 226-231.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Proceedings of the first IEEE Symposium on Computational Intelligence in Image and Signal Processing 2007 (CIISP 2007), Honolulu, HI, USA, April 2007 USA. : IEEE, 2007. p.226-231 6 pages Refereed 1424407079 , aCQUIRe [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper presents a neural network based approach for vehicle classification. The proposed vehicle classification approach extracts various features from a vehicle image, normalises and classifies them into one of the known classes. It is based on structural features and a direct solution training method. The preliminary experiments on training and testing of 4 types of vehicles patterns were conducted. The experimental results are very promising and demonstrate the effectiveness and usefulness of the proposed approach.

บรรณานุกรม :
Goyal, Anshul. , Verma, Brijesh. . (2550). A neural network based approach for the vehicle classification.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Goyal, Anshul. , Verma, Brijesh. . 2550. "A neural network based approach for the vehicle classification".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Goyal, Anshul. , Verma, Brijesh. . "A neural network based approach for the vehicle classification."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2550. Print.
Goyal, Anshul. , Verma, Brijesh. . A neural network based approach for the vehicle classification. กรุงเทพมหานคร : Central Queensland University, Australia; 2550.