Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System
作者： Mehrad Eslami , Karim Faez
DOI: 10.1007/978-3-642-14980-1_16
关键词: Satellite 、 Computer vision 、 Thresholding 、 Geography 、 Satellite imagery 、 Artificial immune system 、 Artificial intelligence 、 Feature extraction 、 Panchromatic film 、 Hough transform 、 Image processing
摘要: Automatic and intelligence Road traffic monitoring is a new research issue for high resolution satellite imagery application in transportation. One of the results this was to control jam roads recognize density quickly accurately. This article presents approach recognizing vehicle road high-resolution images non-urban areas. For recognition, they used feature extraction image processing techniques like Hough transform, Gradient, thresholding operation presented an artificial immune extract targets from panchromatic imagery. The average about 94 percent it shows that procedure has suitable efficiency.
springer.com
springerlink.com参考文章(14)
Erhan Bas, Road and Traffic Analysis from Video ,(2007)
Baptiste Charmette, Peter Reinartz, Sahil Suri, Franz Kurz, Dominik Rosenbaum, Ulrike Thomas, Automatic Traffic Monitoring from an Airborne Wide Angle Camera System ,(2008)
T Hinenoya, K Takeuchi, M Higashikubo, TRAFFIC QUEUE LENGTH MEASUREMENT USING AN IMAGE PROCESSING SENSOR Intelligent Transportation: Realizing the Future. Abstracts of the Third World Congress on Intelligent Transport SystemsITS America. ,(1996)
Steven L. Eddins, Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing Using Matlab ,(2006)
Zu Whan Kim, J. Malik, High-quality vehicle trajectory generation from video data based on vehicle detection and description international conference on intelligent transportation systems. ,vol. 1, pp. 176- 182 ,(2003) , 10.1109/ITSC.2003.1251944
Hong Zheng, Li Pan, Li Li, A Morphological Neural Network Approach for Vehicle Detection from High Resolution Satellite Imagery Neural Information Processing. pp. 99- 106 ,(2006) , 10.1007/11893257_11
Hanqing Lu, J. Hu, Zhenfeng Zhu, K. Uchimura, Car detection based on multi-cues integration international conference on pattern recognition. ,vol. 2, pp. 699- 702 ,(2004) , 10.1109/ICPR.2004.229
Hong Zheng, Li Li, An Artificial Immune Approach for Vehicle Detection from High Resolution Space Imagery ,(2007)
Jiuxiang Hu, Anshuman Razdan, John C. Femiani, Ming Cui, Peter Wonka, Road Network Extraction and Intersection Detection From Aerial Images by Tracking Road Footprints IEEE Transactions on Geoscience and Remote Sensing. ,vol. 45, pp. 4144- 4157 ,(2007) , 10.1109/TGRS.2007.906107
Fumio Yamazaki, Wen Liu, T. Thuy Vu, Vehicle Extraction and Speed Detection from Digital Aerial Images international geoscience and remote sensing symposium. ,vol. 3, pp. 1334- 1337 ,(2008) , 10.1109/IGARSS.2008.4779606