Knowledge-based image retrieval with spatial and temporal constructs

IEEE Transactions on Knowledge and Data Engineering

Volumn 10, Issue 6, 1998, Pages 872-888

  Chu, Wesley W ^a,b   Hsu, Chih Cheng ^c   Cárdenas, Alfonso F ^b   Taira, Ricky K ^b  

^a IEEE   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c NONE   (United States)

Author keywords

Cooperative query answering content based image retrieval; Image database systems; Knowledge based query processing; Multimedia data modeling; Temporal and spatial data modeling medical images; Visual query language

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; IMAGE SEGMENTATION; INFORMATION RETRIEVAL; LINGUISTICS; MEDICAL IMAGING; MULTIMEDIA SYSTEMS; QUERY LANGUAGES;

KNOWLEDGE BASED MEDICAL DATABASE SYSTEMS; KNOWLEDGE BASED SPATIAL TEMPORAL QUERY LANGUAGE; TYPE ABSTRACTION HIERARCHY;

KNOWLEDGE BASED SYSTEMS;

EID: 0032206856     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/69.738355     Document Type: Article

References (39)

1. M. Arya, W. Cody, C. Faloutsos, J. Richardson, and A. Toga, "QBISM: A Prototype 3D Medical Image Database System," Bull. Technical Committee Data Eng., vol. 16, no. 1, pp. 38-42, Mar. 1993.
2. J.F. Allen, "Maintaining Knowledge About Temporal Intervals," Comm. ACM, vol. 26, no. 11, Nov. 1983.
3. J.R. Bach, S. Paul, and R. Jain, "A Visual Information Management System for the Interactive Retrieval of Faces," IEEE Trans. Knowledge and Data Eng., Oct. 1993.
4. A.D. Bimbo, E. Vicario, and D. Zingoni, "Symbolic Description and Visual Querying of Image Sequences Using Spatial-Temporal Logic," IEEE Trans. Knowledge and Data Eng., Aug. 1995.
5. "The Object Database Standard: ODMG-93 (Release 1.2)," R.G.G. Cattell, ed., Morgan Kaufmann, 1996.
6. W.W. Chu and Q. Chen, "A Structured Approach for Cooperative Query Answering," IEEE Trans. Knowledge and Data Eng., vol. 6, no. 5, Oct. 1994.
7. W.W. Chu, K. Chiang, C.C. Hsu, and H. Yau, "An Error-Based Conceptual Clustering Method for Providing Approximate Query Answers," Comm. ACM, Virtual Extension Ed., Dec. 1996, url: http://www.acm.org/cacm/extension
8. W.W. Chu, A.F. Cárdenas, and R.K. Taira, "KMeD: A Knowledge-Based Multimedia Medical Distributed Database System," Information Systems, vol. 20, no. 2, pp. 75-96, 1995.
9. F. Cuppens and R. Demolombe, "How to Recognize Interesting Topics to Provide Cooperative Answering," Information Systems, vol. 14, no. 2, pp. 163-173, 1989.
10. A.F. Cárdenas, I.T. Ieong, R.K. Taira et al., "The Knowledge-Based Object-Oriented PICQUERY+ Language," IEEE Trans. Knowledge and Data Eng., vol. 5, no. 4, pp. 644-657, Aug. 1993.
11. W.W. Chu, T. Ieong, and R. Taira, "A Semantic Modeling Approach for Image Retrieval by Content," VLDB J., vol. 3, no. 4, 445-478, Oct. 1994.
12. I.F. Cruz, "Doodle," Proc. SIGMOD, 1992.
13. S.K. Chang, C.W. Yan, and D.C. Dimitroff, "An Intelligent Image Database System," IEEE Trans. Software Eng., May 1988.
14. J.D.N. Dionisio and A.F. Cárdenas, "MQuery: A Visual Query Language for Multimedia, Timeline, and Simulation Data," J. Visual Languages and Computing, special issue on image and video databases: visual browsing, querying, and retrieval, vol. 7, no. 4, pp. 377-401, 1996.
15. J.D.N. Dionisio and A.F. Cárdenas, "A Unified Data Model for Representing Multimedia, Timeline, and Simulation Data," IEEE Trans. Knowledge and Data Eng., vol. 10, no. 5, pp. 746-767, Sept. 1998.
16. Y.F. Day, S. Dagtas, and M. Iino, "Object-Oriented Conceptual Modeling of Video Data," Proc. IEEE Int'l Conf. Data Eng., 1995.
17. D. Daneels, D. Van Campenhout et al., "Interactive Outlining: An Improved Approach Using Active Contours," Image and Video Storage and Retrieval, SPIE, 1993.
18. E.A. Emerson, "Temporal and Modal Logic," Handbook of Theoretical Computer Science, vol. B, MIT Press/Elsevier, 1990.
19. N. Roussopoulos, C. Faloutsos, and T.K. Sellis, "An Efficient Pictorial Database System for PSQL," IEEE Trans. Software Eng., vol. 14, no. 5, pp. 639-650, May 1988.
20. D. Gabbay, "The Declarative Past and Imperative Future Temporal Logic in Specification: Altrincham Workshop," Lecture Notes in Computer Science 398, Springer-Verlag, 1989.
21. S. Gibbs, C. Breiteneder, and D. Tsichritzis, "Data Modeling of Time-Based Media," D. Tsichritzis, ed., Visual Objects, Centre Universitaire d'Informatique, Univ. of Geneva, pp. 1-22, 1993.
22. D. Gabbay and P. McBrien, "Temporal Logic and Historical Databases," Proc. Conf. Very Large Data Bases, 1991.
23. W. Grimson, Object Recognition by Computer: The Role of Geometric Constraints, MIT Press, 1990.
24. C.C. Hsu, W.W. Chu, and R.K. Taira, "A Knowledge-Based Approach for Retrieving Images by Content," IEEE Trans. Knowledge and Data Eng., Aug. 1996.
25. H.K. Huang and R.K. Taira, "Infrastructure Design of a Picture Archiving and Communication System," Am. J. Roentgenology, vol. 158, pp. 743-749, 1992.
26. M.D. Levine, Vision in Man and Machine, McGraw-Hill, 1985.
27. T. Little and A. Ghafoor, "Interval-Based Conceptual Models for Time-Dependent Multimedia Data," IEEE Trans. Knowledge and Data Eng., Aug. 1993.
28. B.J. Liu, R.K. Taira, J. Shim, and P. Keaton, "Automatic Segmentation of Bones from Digital Hand Radiographs," Proc. SPIE: Medical Imaging Image Processing, vol. 2,434, pp. 659-669, Feb. 1995.
29. W.N. Martin and J.K. Aggarwal, "Computer Analysis of Dynamic Scenes Containing Currilinear Figures," Pattern Recognition, vol. 11, pp. 169-178, 1979.
30. L. Mohan and R.L. Kashyap, "A Visual Query Language for Graphical Interaction with Schema-Intensive Databases," IEEE Trans. Knowledge and Data Eng., vol. 5, no. 5, pp. 843-858, Oct. 1993.
31. R.S. Michalski and R.E. Stepp, "Learning from Observation: Conceptual Clustering," Machine Learning, R.S. Michalski, J.G. Carbonell, and T.M. Mitchell, eds., vol. 1, Morgan Kaufmann, 1983.
32. W. Niblack, R. Barber et al., "The QBIC Project: Querying Images by Content Using Color, Texture, and Shape," Storage and Retrieval for Images and Video Databases, SPIE, 1993.
33. A. Pnueli, "The Temporal Logic of Programs," Proc. 18th Ann. IEEE Symp. Foundations of Computer Science, 1977.
34. J. Richardson, "Supporting Lists in a Data Model (A Timely Approach)," Proc. ACM SIGMOD, 1992.
35. B. Subramanian, T.W. Leung, S.L. Vandenberg, and S.B. Zdonik, "The Aqua Approach to Querying Lists and Trees in Object-Oriented Databases," Proc. IEEE Int'l Conf. Data Eng., 1995.
36. Temporal Databases, A. Tansel, J. Clifford, S. Gadia, S. Jajodia, A. Segev, and R. Snodgrass, eds., Benjamin/Cummings, 1993.
37. R. Wasserman, R. Acharya et al., "Multimodality Tumor Delineation via Fuzzy Fusion and Deformable Modelling," Proc. SPIE Medical Image: Image Processing, 1995.
38. A.J. Worth, S. Lehar, and D.N. Kennedy, "A Recurrent Cooperative/Competitive Field for Segmentation of Magnetic Resonance Brain Images," IEEE Trans. Knowledge and Data Eng., vol. 4, no. 2, pp. 156-161, Apr. 1992.
39. W.J. Weiland and B. Shneiderman, "A Graphical Query Interface Based on Aggregation/Generalization Hierarchies," Information Systems, 1993.