Automatic urban area extraction using a Gabor filter and high-resolution remote sensing imagery

Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University

Volumn 38, Issue 9, 2013, Pages 1063-1067

  Chen, Hong ^a   Tao, Chao ^a   Zou, Zhengrong ^a   Yu, Feifei ^a  

^a CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

Gabor filter; Gaussian function; High resolution remote sensing imagery; Ostu's method; Urban area extraction

Indexed keywords

CENTRAL FREQUENCY; EXTRACTION METHOD; GAUSSIAN FUNCTIONS; HIGH RESOLUTION; HIGH RESOLUTION REMOTE SENSING; OSTU'S METHOD; THRESHOLD SEGMENTATION; URBAN AREAS;

EXTRACTION; GABOR FILTERS; IMAGE SEGMENTATION; REMOTE SENSING;

INFORMATION FILTERING;

ALGORITHM; GAUSSIAN METHOD; REMOTE SENSING; SATELLITE IMAGERY; URBAN AREA;

EID: 84884489596     PISSN: 16718860     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (11)

1. Benediktsson J B, Pesaresi M, Arnason K. Classification and Feature Extraction for Remote Sensing Images from Urban Areas Based on Morphological Transformations [J]. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41(9): 1940-1949
2. Weigl K, Giraudon G, Berthod M. Application of Projection Learning to the Detection of Urban Areas in SPOT Satellite Images [R]. Rapports de recherche-INRIA, Sophia Antipolis, France, 1993
3. Fang W, Chao W, Hong Z. Residential Area Information Extraction by Combining China Airborne SAR and Optical Images [J]. IEEE International Geoscience and Remote Sensing Symposium, 2004: 2568-2570
4. Sirmacek B, Unsalan C. Urban Area Detection Using Local Feature Points and Spatial Voting [J]. IEEE Geoscience and Remote Sensing Letters, 2010, 7 (1): 146-150
5. Rosin P L. A Simple Method for Detecting Salient Regions [J]. Pattern Recognition, 2009, 42(11): 2363-2371
6. 2004, 29(9): 791-795
7. 2010, 35(1): 114-117
8. Schmid C, Mohr R, Bauckhage C. Evaluation of Interest Point Detectors [J]. Int J Comput Vis, 2000, 37(2): 151-172
9. Kyrki V, Kamarainen J K, Kalviainen H. Simple Gabor Feature Space for Invariant Object Recognition [J]. Pattern Recognition Letters, 2004, 25(3): 311-318
10. Vetterli M, Kovacevic J. Wavelets and Subband Coding (1st ed) [M]. Englewood Cliffs, NJ: Prentice-Hall, 1995
11. Otsu N. A Threshold Selection Method from Gray-level Histograms [J]. IEEE Trans Syst, Man, Cybern, 1979, SMC-9(1): 62-66