| ชื่อเรื่อง | : | A Neural network based technique for automatic classification of road cracks |
| นักวิจัย | : | Bray, Justin. , Li, Xue. , He, Wade. , Verma, Brijesh. |
| คำค้น | : | Roads. , 700102 Application tools and system utilities. , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280207 Pattern Recognition , 280208 Computer Vision , Neural networks (Computer science) , Pattern perception. , 890202 Application Tools and System Utilities. , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , 080109 Pattern Recognition and Data Mining. , 080104 Computer Vision. , Classifiers -- Road cracks -- Neural networks -- Pattern recognition |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2549 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/8098 , cqu:538 |
| ที่มา | : | Verma, B, Bray, J, Li, X & He, W 2006, 'A Neural Network based Technique for Automatic Classification of Road Cracks', 2006 International Joint Conference on Neural Networks (Part of the 2006 IEEE World Congress on Computational Intelligence), Vancouver, Canada, 16th - 21st July, 2006, pp. 1886-1891. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings : International Joint Conference on Neural Networks (IJCNN 2006) (part of the 2006 IEEE World Congress on Computational Intelligence (WCCI 2006)), Vancouver, Canada, 16th - 21st July, 2006IEEE World Congress on Computational Intelligence. Piscatway, NJ : IEEE, 2006. p. 1886-1891 6pages Refereed 0780394895 (online) , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper presents a neural network based technique for the classification of segments of road images into cracks and normal images. The density and histogram features are extracted. The features are passed to a neural network for the classification of images into images with and without cracks. Once images are classified into cracks and non-cracks, they are passed to another neural network for the classification of a crack type after segmentation. Some experiments were conducted and promising results were obtained. The selected results and a comparative analysis are included in this paper. |
| บรรณานุกรม | : |
Bray, Justin. , Li, Xue. , He, Wade. , Verma, Brijesh. . (2549). A Neural network based technique for automatic classification of road cracks.
กรุงเทพมหานคร : Central Queensland University, Australia. Bray, Justin. , Li, Xue. , He, Wade. , Verma, Brijesh. . 2549. "A Neural network based technique for automatic classification of road cracks".
กรุงเทพมหานคร : Central Queensland University, Australia. Bray, Justin. , Li, Xue. , He, Wade. , Verma, Brijesh. . "A Neural network based technique for automatic classification of road cracks."
กรุงเทพมหานคร : Central Queensland University, Australia, 2549. Print. Bray, Justin. , Li, Xue. , He, Wade. , Verma, Brijesh. . A Neural network based technique for automatic classification of road cracks. กรุงเทพมหานคร : Central Queensland University, Australia; 2549.
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