IBM Research Report Multidimensional Indexing Structures for Content-based Retrieval

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[1]  Andrew R. Webb,et al.  Multidimensional scaling by iterative majorization using radial basis functions , 1995, Pattern Recognit..

[2]  Hans-Peter Kriegel,et al.  Techniques for Design and Implementation of Efficient Spatial Access Methods , 1988, VLDB.

[3]  Peter N. Yianilos,et al.  Data structures and algorithms for nearest neighbor search in general metric spaces , 1993, SODA '93.

[4]  Christos Faloutsos,et al.  The R+-Tree: A Dynamic Index for Multi-Dimensional Objects , 1987, VLDB.

[5]  Nick Roussopoulos,et al.  Nearest neighbor queries , 1995, SIGMOD '95.

[6]  Hans-Peter Kriegel,et al.  The Buddy-Tree: An Efficient and Robust Access Method for Spatial Data Base Systems , 1990, VLDB.

[7]  Bernd-Uwe Pagel,et al.  Are window queries representative for arbitrary range queries? , 1996, PODS.

[8]  S. Meiser,et al.  Point Location in Arrangements of Hyperplanes , 1993, Inf. Comput..

[9]  Pavel Zezula,et al.  Processing M-trees with parallel resources , 1998, Proceedings Eighth International Workshop on Research Issues in Data Engineering. Continuous-Media Databases and Applications.

[10]  Yannis Manolopoulos,et al.  Overlapping linear quadtrees: a spatio-temporal access method , 1998, GIS '98.

[11]  Jack A. Orenstein Spatial query processing in an object-oriented database system , 1986, SIGMOD '86.

[12]  Ekow J. Otoo,et al.  A Mapping Function for the Directory of a Multidimensional Extendible Hashing , 1984, VLDB.

[13]  T. H. Merrett,et al.  A class of data structures for associative searching , 1984, PODS.

[14]  Christos Faloutsos,et al.  Deflating the dimensionality curse using multiple fractal dimensions , 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).

[15]  Ambuj K. Singh,et al.  Dimensionality reduction for similarity searching in dynamic databases , 1998, SIGMOD '98.

[16]  Christos Faloutsos,et al.  QBIC project: querying images by content, using color, texture, and shape , 1993, Electronic Imaging.

[17]  Ramesh C. Jain,et al.  Similarity indexing with the SS-tree , 1996, Proceedings of the Twelfth International Conference on Data Engineering.

[18]  Aris M. Ouksel The interpolation-based grid file , 1985, PODS '85.

[19]  Mireille Régnier,et al.  Analysis of grid file algorithms , 1985, BIT.

[20]  Nick Roussopoulos,et al.  Direct spatial search on pictorial databases using packed R-trees , 1985, SIGMOD Conference.

[21]  Haim Mendelson,et al.  Analysis of Extendible Hashing , 1982, IEEE Transactions on Software Engineering.

[22]  Hanan Samet,et al.  The Quadtree and Related Hierarchical Data Structures , 1984, CSUR.

[23]  Raymond T. Ng,et al.  Evaluating multidimensional indexing structures for images transformed by principal component analysis , 1996, Electronic Imaging.

[24]  Jack A. Orenstein A comparison of spatial query processing techniques for native and parameter spaces , 1990, SIGMOD '90.

[25]  B. S. Manjunath,et al.  Edge flow: A framework of boundary detection and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[26]  Hanan Samet,et al.  The Design and Analysis of Spatial Data Structures , 1989 .

[27]  Alistair Moffat,et al.  Index organization for multimedia database systems , 1995, CSUR.

[28]  Edward M. McCreight,et al.  Priority Search Trees , 1985, SIAM J. Comput..

[29]  W. Torgerson Multidimensional scaling: I. Theory and method , 1952 .

[30]  Bruce F. Naylor,et al.  Set operations on polyhedra using binary space partitioning trees , 1987, SIGGRAPH.

[31]  Shree K. Nayar,et al.  Closest point search in high dimensions , 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[32]  Haim J. Wolfson,et al.  Model-Based Object Recognition by Geometric Hashing , 1990, ECCV.

[33]  Kyuseok Shim,et al.  High-dimensional similarity joins , 1997, Proceedings 13th International Conference on Data Engineering.

[34]  Ekow J. Otoo,et al.  Balanced multidimensional extendible hash tree , 1985, PODS.

[35]  Gultekin Özsoyoglu,et al.  A framework for feature-based indexing for spatial databases , 1994, Seventh International Working Conference on Scientific and Statistical Database Management.

[36]  Sameer A. Nene,et al.  A simple algorithm for nearest neighbor search in high dimensions , 1997 .

[37]  Ramesh C. Jain,et al.  Similarity indexing: algorithms and performance , 1996, Electronic Imaging.

[38]  Aris M. Ouksel,et al.  Storage mappings for multidimensional linear dynamic hashing , 1983, PODS.

[39]  Jürg Nievergelt,et al.  The Grid File: An Adaptable, Symmetric Multikey File Structure , 1984, TODS.

[40]  J. T. Robinson,et al.  The K-D-B-tree: a search structure for large multidimensional dynamic indexes , 1981, SIGMOD '81.

[41]  Jeffrey K. Uhlmann,et al.  Satisfying General Proximity/Similarity Queries with Metric Trees , 1991, Inf. Process. Lett..

[42]  Joan L. Mitchell,et al.  JPEG: Still Image Data Compression Standard , 1992 .

[43]  Jirí Matousek,et al.  Reporting Points in Halfspaces , 1992, Comput. Geom..

[44]  Thomas P. Yunck,et al.  A Technique to Identify Nearest Neighbors , 1976, IEEE Transactions on Systems, Man, and Cybernetics.

[45]  David B. Lomet,et al.  The hB-tree: a multiattribute indexing method with good guaranteed performance , 1990, TODS.

[46]  B. S. Manjunath Image processing in the Alexandria Digital Library project , 1998, Proceedings IEEE International Forum on Research and Technology Advances in Digital Libraries -ADL'98-.

[47]  Kuldip K. Paliwal,et al.  Fast K-dimensional tree algorithms for nearest neighbor search with application to vector quantization encoding , 1992, IEEE Trans. Signal Process..

[48]  Alexander Thomasian,et al.  Clustering and singular value decomposition for approximate indexing in high dimensional spaces , 1998, CIKM '98.

[49]  Markku Tamminen,et al.  The extendible cell method for closest point problems , 1982, BIT.

[50]  Qi Yang,et al.  MB+-Tree: A New Index Structure for Multimedia Databases , 1995, IW-MMDBMS.