Estimating the spatial extents of geospatial objects using hierarchical models

Proceedings of IEEE Workshop on Applications of Computer Vision

Volumn , Issue , 2012, Pages 305-312

  Yang, Yi ^a   Newsam, Shawn ^a  

^a University of California   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; GEO-SPATIAL OBJECTS; GOLF COURSE; GROUND TRUTH; HIERARCHICAL MODEL; HIGH RESOLUTION; HIGH SCHOOL; LEVEL MODEL; LOCAL INVARIANT FEATURES; MOBILE HOME PARKS; OBJECT MODEL; SPATIAL EXTENT;

COMPUTER VISION; DATA PROCESSING; HIERARCHICAL SYSTEMS; MOBILE HOMES; PARKS; RECREATIONAL FACILITIES; SHOPPING CENTERS;

ESTIMATION;

EID: 84860691271     PISSN: 21583978     EISSN: 21583986     Source Type: Conference Proceeding    
DOI: 10.1109/WACV.2012.6163040     Document Type: Conference Paper

References (32)

1. P. Agouris, K. Beard, G. Mountrakis, and A. Stefanidis. Capturing and modeling geographic object change: A spatiotemporal gazetteer framework. Photogrammetric Engineering & Remote Sensing, 66(10):1241-1250, 2000.
2. P. Agouris, S. Gyftakis, and A. Stefanidis. Using a fuzzy supervisor for object extraction within an integrated geospatial environment. International Archives of Photogrammetry and Remote Sensing, 32(III/1):191-195, 1998.
3. K. Barnard, P. Duygulu, and D. Forsyth. Clustering art. In CVPR, 2001.
4. A. Baumgartner, W. Eckstein, H. Mayer, C. Heipke, and H. Ebner. Context-supported road extraction. Automatic Extraction of Man-Made Objects from Aerial and Space Images, II:299-308, 1997.
5. T. Berg, A. Berg, J. Edwards, M. Maire, R. White, Y.-W. Teh, E. Learned-Miller, and D. Forsyth. Names and faces in the news. In CVPR, 2004.
6. J. Bordes and V. Prinet. Mixture distributions for weakly supervised classification in remote sensing images. In BMVC, 2008.
7. C.-C. Chang and C.-J. Lin. LIBSVM: A library for support vector machines, 2001.
8. L. Chen, W. Yang, K. Xu, and T. Xu. Evaluation of local features for scene classification using VHR satellite images. In Urban Remote Sensing Joint Event, 2011.
9. J. Dai, W. Song, L. Pei, and J. Zhang. Remote sensing image matching via Harris detector and SIFT discriptor. In International Congress on Image and Signal Processing, volume 5, pages 2221-2224, 2010.
10. L. Dorado-Munoz, M. Velez-Reyes, A. Mukherjee, and B. Roysam. A vector SIFT operator for interest point detection in hyperspectral imagery. In Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010.
11. P. Doucette, P. Agouris, M. Musavi, and A. Stefanidis. Automated extraction of linear features from aerial imagery using Kohonen learning and GIS data. In ISD '99: Selected Papers from the International Workshop on Integrated Spatial Databases, Digital Inages and GIS, 1999.
12. S. Gleason, R. Ferrell, A. Cheriyadat, R. Vatsavai, and S. De. Semantic information extraction from multispectral geospatial imagery via a flexible framework. In IEEE International Geoscience and Remote Sensing Symposium, 2010.
13. L. L. Hill, J. Frew, and Q. Zheng. Geographic names: The implementation of a gazetteer in a georeferenced digital library. D-Lib, 5(1), 1999.
14. C. Huo, Z. Zhou, Q. Liu, J. Cheng, H. Lu, and K. Chen. Urban change detection based on local features and multiscale fusion. In IEEE International Geoscience and Remote Sensing Symposium, 2008.
15. X. Jianbin, H. Wen, and W. Yirong. An efficient rotation-invariance remote image matching algorithm based on feature points matching. In IEEE International Geoscience and Remote Sensing Symposium, 2005.
16. L.-J. Li, G. Wang, and L. Fei-Fei. Optimol: Automatic Online Picture collecTion via Incremental MOdel Learning. In CVPR, 2007.
17. D. G. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004.
18. A. Mukherjee, M. Velez-Reyes, and B. Roysam. Interest points for hyperspectral image data. IEEE Trans. on Geoscience and Remote Sensing, 47(3):748-760, 2009.
19. S. Newsam and Y. Yang. Geographic image retrieval using interest point descriptors. In Advances in Visual Computing 2007, Lecture Notes in Computer Science (LNCS), volume 4842, pages 275-286, 2007.
20. B. Ozdemir and S. Aksoy. Image classification using subgraph histogram representation. In ICPR, 2010.
21. J. Ponce, M. Hebert, C. Schmid, and A. Zisserman, editors. Toward Category-Level Object Recognition, volume 4170 of LNCS. Springer, 2006.
22. B. Sirmacek and C. Unsalan. Urban-area and building detection using SIFT keypoints and graph theory. IEEE Trans. on Geoscience and Remote Sensing, 47(4):1156-1167, April 2009.
23. B. Sirmacek and C. Unsalan. Urban area detection using local feature points and spatial voting. IEEE Geoscience and Remote Sensing Letters, 7(1):146-150, 2010.
24. B. Sirmacek and C. Unsalan. A probabilistic framework to detect buildings in aerial and satellite images. IEEE Trans. on Geoscience and Remote Sensing, 49(1):211-221, 2011.
25. J. Sivic and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. In ICCV, 2003.
26. A. Skurikhin. Visual attention based detection of signs of anthropogenic activities in satellite imagery. In IEEE Applied Imagery Pattern Recognition Workshop, 2010.
27. F. Tang and V. Prinet. Computing invariants for structural change detection in urban areas. In Urban Remote Sensing Joint Event, 2007.
28. R. R. Vatsavai, A. Cheriyadat, and S. Gleason. Unsupervised semantic labeling framework for identification of complex facilities in high-resolution remote sensing images. In Proceedings of the International Conference on Data Mining-Workshops, 2010.
29. Z. Xiong and Y. Zhang. A novel interest-point-matching algorithm for high-resolution satellite images. IEEE Trans. on Geoscience and Remote Sensing, 47(12):4189-4200, 2009.
30. S. Xu, T. Fang, D. Li, and S.Wang. Object classification of aerial images with bag-of-visual words. IEEE Geoscience and Remote Sensing Letters, 7(2):366-370, April 2010.
31. Y. Yang and S. Newsam. Bag-of-visual-words and spatial extensions for land-use classification. In ACM SIGSPATIAL GIS, 2010.
32. C. Zhang. Towards an operational system for automated updating of road databases by integration of imagery and geodata. ISPRS Journal of Photogrammetry and Remote Sensing, 58(3-4):166-186, 2004.