Multi-index multi-object content-based retrieval

IEEE Transactions on Geoscience and Remote Sensing

Volumn 50, Issue 10 PART2, 2012, Pages 4036-4049

  Klaric, Matthew N ^a   Scott, Grant J ^a   Shyu, Chi Ren ^a  

^a University of Missouri   (United States)

Author keywords

Content based retrieval (CBR); Geographic information systems; Image databases; Object indexing; Search methods

Indexed keywords

CBR; COMPLEX QUERIES; DEGREE OF PRECISION; FEATURE SPACE; IMAGE DATABASE; MINIMAL ERRORS; MULTI-INDEX; MULTIOBJECT; OBJECT BASED; OPTIMAL MATCH; PENALTY METHODS; QUERY ALGORITHMS; QUERY MECHANISMS; QUERY OBJECT; SEARCH APPLICATION; SEARCH METHOD; SEARCH PROCESS; SEARCH RESULTS; SEARCH TECHNIQUE; SHAPE FEATURES;

CONTENT BASED RETRIEVAL; GEOGRAPHIC INFORMATION SYSTEMS; IMAGE MATCHING; INFORMATION RETRIEVAL; SATELLITE IMAGERY;

QUERY PROCESSING;

ACCURACY ASSESSMENT; DATABASE; ERROR ANALYSIS; EXPERIMENTAL STUDY; GIS; HETEROGENEITY; IMAGE ANALYSIS; INDEX METHOD; SATELLITE IMAGERY;

EID: 84867068756     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2012.2187353     Document Type: Article

References (32)

1. M. Lew, N. Sebe, C. Lifi, and R. Jain, "Content-based multimedia information retrieval: State of the art and challenges," ACM Trans. Multimedia Comput., Commun., Appl., vol. 2, no. 1, pp. 1-19, 2006.
2. P. Agouris, J. Carswell, and A. Stefanidis, "An environment for content-based image retrieval from large spatial databases," ISPRS J. Photogramm. Remote Sens., vol. 54, no. 4, pp. 263-272, Sep. 1999.
3. M. Datcu, H. Daschiel, A. Pelizzari, M. Quartulli, A. Galoppo, A. Colapicchioni, M. Pastori, K. Seidel, P. G. Marchetti, and S. D'Elia, "Information mining in remote sensing image archives: System concepts," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 12, pp. 2923-2936, Dec. 2003.
4. I. Munoz and M. Datcu, "System design considerations for image information mining in large archives," IEEE Geosci. Remote Sens. Lett., vol. 7, no. 1, pp. 13-17, Jan. 2010.
5. C.-R. Shyu, M. Klaric, G. Scott, A. Barb, C. Davis, and K. Palaniappan, "GeoIRIS: Geospatial information retrieval and indexing system - Content mining, semantics modeling, and complex queries," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 4, pp. 839-852, Apr. 2007.
6. L. Samaniego, A. Bardossy, and K. Schulz, "Supervised classification of remotely sensed imagery using a modified k-NN technique," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 7, pp. 2112-2125, Jul. 2008.
7. E. Blanzieri and F. Melgani, "Nearest neighbor classification of remote sensing images with the maximal margin principle," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 6, pp. 1804-1811, Jun. 2008.
8. J.-M. Yang, P.-T. Yu, and B.-C. Kuo, "A nonparametric feature extraction and its application to nearest neighbor classification for hyperspectral image data," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 3, pp. 1279- 1293, Mar. 2010.
9. X. Chen, T. Fang, H. Huo, and D. Li, "Graph-based feature selection for object-oriented classification in VHR airborne imagery," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 353-365, Jan. 2011.
10. L. Ma, M. Crawford, and J. Tian, "Local manifold learning-based k-nearest-neighbor for hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 11, pp. 4099-4109, Nov. 2010.
11. G.-J. Wen, J. Lv, and W. Yu, "A high-performance feature-matching method for image registration by combining spatial and similarity information," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 4, pp. 1266- 1277, Apr. 2008.
12. M. Klaric, G. Scott, and C. Shyu, "Progressive spatial clustering of content-based satellite imagery retrieval results," in Proc. IEEE IGARSS, Jul. 2010, pp. 36-39.
13. R. Fagin, "Combining fuzzy information from multiple systems," in Proc. 15th ACM Symp. Principles Database Syst., 1996, pp. 216-226.
14. R. Fagin and E. L. Wimmers, "A formula for incorporating weights into scoring rules," Theor. Comput. Sci., vol. 239, no. 2, pp. 309-338,May 2000.
15. R. Fagin, A. Lotem, and M. Naor, "Optimal aggregation algorithms for middleware," J. Comput. Syst. Sci., vol. 66, no. 4, pp. 614-656, 2003.
16. U. Güntzer, W.-T. Balke, and W. Kießling, "Optimizing multi-feature queries for image databases," VLDB J., pp. 419-428, 2000.
17. E. L. Wimmers, L. M. Haas, M. T. Roth, and C. Braendli, "Using Fagin's algorithm for merging ranked results in multimedia middleware," in Proc. 4th IECIS Int. Conf. COOPIS, Washington, DC, 1999, pp. 267-278.
18. S. Nepal and M. V. Ramakrishna, "Query processing issues in image (multimedia) databases," in Proc. ICDE, 1999, pp. 22-29.
19. C.-C. Liu, J.-L. Hsu, and A. L. P. Chen, "Efficient near neighbor searching using multi-indexes for content-based multimedia data retrieval," Multimedia Tools Appl., vol. 13, no. 3, pp. 235-254, Mar. 2001.
20. H. Liu, H. Lu, and J. Yao, "Toward multidatabase mining: Identifying relevant databases," IEEE Trans. Knowl. Data Eng., vol. 13, no. 4, pp. 541- 553, Jul./Aug. 2001.
21. S. Chaudhuri, L. Gravano, and A. Marian, "Optimizing top-k selection queries over multimedia repositories," IEEE Trans. Knowl. Data Eng., vol. 16, no. 8, pp. 992-1009, Aug. 2004.
22. E. W. Dijkstra, "A note on two problems in connexion with graphs," Numer. Math., vol. 1, no. 1, pp. 269-271, 1959.
23. V. T. Paschos, "A survey of approximately optimal solutions to some covering and packing problems," ACM Comput. Surv., vol. 29, no. 2, pp. 171-209, Jun. 1997.
24. D. E. D. Vinkemeier and S. Hougardy, "A linear-time approximation algorithm for weighted matchings in graphs," ACM Trans. Alg., vol. 1, no. 1, pp. 107-122, Jul. 2005.
25. D. Peleg, G. Schechtman, and A. Wool, "Approximating bounded 0-1 integer linear programs," in Proc. ISTCS, 1993, pp. 69-77.
26. H.W. Kuhn, "The Hungarian method for the assignment problem," Naval Res. Logistics Q., vol. 2, no. 1/2, pp. 83-97, Mar. 1955.
27. C.-R. Shyu, J. Harnsomburana, J. Green, A. Barb, T. Kazic, M. Schaeffer, and E. Coe, "Searching and mining visually-observed phenotypes of maize mutants," J. Bioinf. Comput. Biol., vol. 5, no. 6, pp. 1193-1213, Dec. 2007.
28. C.-R. Shyu, J. Green, J. Harnsomburana, T. DeSouza, and M. Schaeffer, "Advanced search engine for plant phenotype images," BioResource Now! Newslett., vol. 6, no. 2, pp. 1-2, 2010.
29. G. Scott and C.-R. Shyu, "Knowledge-driven multidimensional indexing structure for biomedical media database retrieval," IEEE Trans. Inf. Technol. Biomed., vol. 11, no. 3, pp. 320-331, May 2007.
30. G. Scott, M. Klaric, and C.-R. Shyu, "Entropy balanced bitmap tree for shape-based object retrieval from large-scale satellite imagery databases," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 5, pp. 1603-1616, May 2011.
31. M. Klaric, G. Scott, and C.-R. Shyu, "Mining visual associations from user feedback for weighting multiple indexes in geospatial image retrieval," in Proc. Int. Geosci. Remote Sens. Symp., 2006, pp. 21-24.
32. G. Scott, M. Klaric, and C.-R. Shyu, "Modeling multi-object spatial relationships for satellite image database indexing and retrieval," in Lecture Notes Computer Science. Berlin, Germany: Springer-Verlag, 2005, vol. 3568, pp. 247-256.