20.4.2.2 System Issues, Data Structures

Chapter Contents (Back)
Image Database. Data Structures. Representation. Retrieval Mechanism.

Chock, M., Cardenas, A.F., Klinger, A.,
Manipulating Data Structures in Pictorial Information Systems,
Computer(14), No. 11, November 1981, pp. 43-50. BibRef 8111

Milne, W.J.,
A Framework for the Investigation of a Spatial Data Base,
Computer Journal(24), 1981, pp. 52-55. BibRef 8100

Tang, G.Y.[Gregory Y.],
A Management System for an Integrated Database of Pictures and Alphanumeric Data,
CGIP(16), No. 3, July 1981, pp. 270-286.
Elsevier DOI BibRef 8107

Grosky, W.I.[William I.],
Toward a Data Model for Integrated Pictorial Databases,
CVGIP(25), No. 3, March 1984, pp. 371-382.
Elsevier DOI BibRef 8403
Earlier: CVWS82(135-139). BibRef

Meier, A., and Ilg, M.,
Consistent Operations on a Spatial Data Structure,
PAMI(8), No. 4, July 1986, pp. 532-538. Geographical data storage and operations. BibRef 8607

Petrakis, E.G.M.[Euripides G.M.], Orphanoudakis, S.C.[Stelios C.],
Methodology for the Representation, Indexing and Retrieval of Images by Content,
IVC(11), No. 8, October 1993, pp. 504-521.
Elsevier DOI BibRef 9310

Huang, P.W., Jean, Y.R.,
Using 2D C+-strings as spatial knowledge representation for image database systems,
PR(27), No. 9, September 1994, pp. 1249-1257.
Elsevier DOI 0401
BibRef

Chang, C.C., Wu, T.C.,
An Exact Match Retrieval Scheme Based Upon Principal Component Analysis,
PRL(16), No. 5, May 1995, pp. 465-470.
See also Near Pattern-Matching Scheme Based upon Principal Component Analysis, A. BibRef 9505

Chang, C.C.[Chin-Chen], Lee, C.F.[Chin-Feng],
Relative coordinates oriented symbolic string for spatial relationship retrieval,
PR(28), No. 4, April 1995, pp. 563-570.
Elsevier DOI 0401
efficient data storage and retrieval have become increasingly important in the design of image database systems. BibRef

Swets, D.L., Weng, J.J.,
Using Discriminant Eigenfeatures for Image Retrieval,
PAMI(18), No. 8, August 1996, pp. 831-836.
IEEE DOI 9609
Database. BibRef

Swets, D.L., Weng, J.J.,
Hierarchical Discriminant Analysis for Image Retrieval,
PAMI(21), No. 5, May 1999, pp. 386-401.
IEEE DOI Principal component analsis. Generate the space-tessellation tree using most expressinve and most discrimination features. BibRef 9905

Swets, D.L., Weng, J.J.,
Efficient Content-Based Image Retrieval Using Automatic Feature Selection,
SCV95(85-90).
IEEE DOI Michigan State University. Faces and other objects, using an image coding. BibRef 9500

Sabharwal, C.L.[Chaman L.], Bhatia, S.K.[Sanjiv K.],
Perfect Hash Table Algorithm for Image Databases Using Negative Associated Values,
PR(28), No. 7, July 1995, pp. 1091-1101.
Elsevier DOI BibRef 9507

Sabharwal, C.L.[Chaman L.], Bhatia, S.K.[Sanjiv K.],
Image Databases and Near-Perfect Hash Table,
PR(30), No. 11, November 1997, pp. 1867-1876.
Elsevier DOI 9801
BibRef

Khan, J.I., Yun, D.Y.Y.,
A Parallel, Distributed and Associative Approach for Searching Image Patterns with Holographic Dynamics,
JVLC(8), No. 3, June 1997, pp. 303-331. 9708
BibRef

Wu, T.C., Cheng, J.,
Retrieving Similar Pictures from Iconic Databases Using G-Tree,
PRL(18), No. 6, June 1997, pp. 595-603. 9710
BibRef

Zheng, Z.J.[Zhi J.], and Leung, C.H.C.[Clement H.C.],
Graph Indexes of 2D-Thinned Images for Rapid Content Based Image Retrieval,
JVCIR(8), No. 2, June 1997, pp. 121-134. 9710
BibRef
Earlier:
Indexing and Retrieval of Binary Images for Visual Information Systems,
Visual97(xx). BibRef

Chang, Y.I., Yang, B.Y.,
A Prime Number Based Matrix Strategy for Efficient Iconic Indexing of Symbolic Pictures,
PR(30), No. 10, October 1997, pp. 1745-1757.
Elsevier DOI 9712
BibRef

Zhou, X.M., Ang, C.H.,
Retrieving Similar Pictures from A Pictorial Database by an Improved Hashing Table,
PRL(18), No. 8, August 1997, pp. 751-758. 9801
BibRef

Hsu, F.J., Lee, S.Y., Lin, B.S.,
Similarity Retrieval by 2d C-Tree(s) Matching in Image Databases,
JVCIR(9), 1998, pp. 87-100. BibRef 9800

Schweitzer, H.[Haim],
Organizing image databases as visual-content search trees,
IVC(17), No. 7, May 1999, pp. 501-511.
Elsevier DOI BibRef 9905

Salembier, P.[Philippe], Garrido, L.[Luis],
Binary Partition Tree as an Efficient Representation for Image Processing, Segmentation, and Information Retrieval,
IP(9), No. 4, April 2000, pp. 561-576.
IEEE DOI 0004
BibRef
Earlier:
Binary partition tree as an efficient representation for filtering, segmentation and information retrieval,
ICIP98(II: 252-256).
IEEE DOI 9810

See also Filtering and Segmentation of Polarimetric SAR Data Based on Binary Partition Trees.
See also Hyperspectral Image Representation and Processing With Binary Partition Trees. BibRef

Chang, Y.I.[Ye-In], Ann, H.Y.[Hsing-Yen], Yeh, W.H.[Wei-Horng],
A unique-ID-based matrix strategy for efficient iconic indexing of symbolic pictures,
PR(33), No. 8, August 2000, pp. 1263-1276.
Elsevier DOI 0005
BibRef

Chang, Y.I.[Ye-In], Yang, B.Y.[Bi-Yen], Yeh, W.H.[Wei-Horng],
A generalized prime-number-based matrix strategy for efficient iconic indexing of symbolic pictures,
PRL(22), No. 6-7, May 2001, pp. 657-666.
Elsevier DOI 0105
BibRef

Chang, Y.I.[Ye-In], Yang, B.Y.[Bi-Yen], Yeh, W.H.[Wei-Horng],
A bit-pattern-based matrix strategy for efficient iconic indexing of symbolic pictures,
PRL(24), No. 1-3, January 2003, pp. 537-545.
Elsevier DOI 0211
BibRef

Li, B.[Bin], Zhang, L.[Li],
Distributed Spatial Catalog Service on the CORBA Object Bus,
GeoInfo(4), No. 3, October 2000, pp. 253-269.
DOI Link 0509
BibRef

Chung, K.L., Tsai, Y.H., Hu, F.C.,
Space-Filling Approach for Fast Window Query on Compressed Images,
IP(9), No. 12, December 2000, pp. 2109-2116.
IEEE DOI 0011
BibRef

Lee, Y.J.[Yong-Ju], Chung, C.W.[Chin-Wan],
The DR-tree: A Main Memory Data Structure for Complex Multi-dimensional Objects,
GeoInfo(5), No. 2, June 2001, pp. 181-207.
DOI Link 0509
BibRef

Chávez, E.[Edgar], Marroquín, J.L.[José L.], Navarro, G.[Gonzalo],
Fixed Queries Array: A Fast and Economical Data Structure for Proximity Searching,
MultToolApp(14), No. 2, June 2001, pp. 113-135. 0106
BibRef

Kabán, A.[Ata], Girolami, M.A.[Mark A.],
A Combined Latent Class and Trait Model for the Analysis and Visualization of Discrete Data,
PAMI(23), No. 8, August 2001, pp. 859-872.
IEEE DOI 0109
For arranging data, as in database query system. Illustrate on text data and images. BibRef

Zhang, D.D.[David D.], Li, X.B.[Xiao-Bo], Liu, Z.Y.[Zhi-Yong],
Data Management and Internet Computing for Image/Pattern Analysis,
KluwerSeptember 2001, ISBN 0-7923-7456-8
WWW Link. BibRef 0109

Amsaleg, L.[Laurent], Gros, P.[Patrick],
Content-based Retrieval Using Local Descriptors: Problems and Issues from a Database Perspective,
PAA(4), No. 2/3 2001, pp. 108-124.
Springer DOI 0202
BibRef

Watanabe, T.[Toshinori], Sugawara, K.[Ken], Sugihara, H.[Hiroshi],
A New Pattern Representation Scheme Using Data Compression,
PAMI(24), No. 5, May 2002, pp. 579-590.
IEEE DOI 0205
PRDC. Analysis of media data. Encode input data into text. To match to database. BibRef

Manouvrier, M.[Maude], Rukoz, M.[Marta], Jomier, G.[Geneviève],
Quadtree representations for storage and manipulation of clusters of images,
IVC(20), No. 7, May 2002, pp. 513-527.
Elsevier DOI 0206
BibRef

Comaniciu, D.[Dorin], Meer, P.[Peter], Tyler, D.E.[David E.],
Dissimilarity computation through low rank corrections,
PRL(24), No. 1-3, January 2003, pp. 227-236.
Elsevier DOI 0211
BibRef

Comaniciu, D., Meer, P., Xu, K., Tyler, D.E.,
Retrieval Performance Improvement Through Low Rank Corrections,
CBAIVL99(50-54). BibRef 9900

Cho, S.B.[Sung-Bae], Lee, J.Y.[Joo-Young],
A human-oriented image retrieval system using interactive genetic algorithm,
SMC-A(32), No. 3, May 2002, pp. 452-458.
IEEE Top Reference. 0212
BibRef

El-Qawasmeh, E.[Eyas],
A quadtree-based representation technique for indexing and retrieval of image databases,
JVCIR(14), No. 3, September 2003, pp. 340-357.
Elsevier DOI 0308
BibRef

Lee, A.J.T.[Anthony J. T.], Chiu, H.P.[Han-Pang],
2D Z-string: A new spatial knowledge representation for image databases,
PRL(24), No. 16, December 2003, pp. 3015-3026.
Elsevier DOI 0310
BibRef

Lee, A.J.T.[Anthony J.T.], Yu, P.[Ping], Chiu, H.P.[Han-Pang], Hong, R.W.[Ruey-Wen],
3D Z-string: A new knowledge structure to represent spatio-temporal relations between objects in a video,
PRL(26), No. 16, December 2005, pp. 2500-2508.
Elsevier DOI 0512
BibRef

Tieu, K.[Kinh], Viola, P.[Paul],
Boosting Image Retrieval,
IJCV(56), No. 1-2, January-February 2004, pp. 17-36.
DOI Link 0401
BibRef
Earlier: CVPR00(I: 228-235).
IEEE DOI BibRef
Boosting Image Database Retrieval,
MIT AI Memo-1669, September 1999.
WWW Link. 0005
45,000 features but only a "few" apply for any given image. Classifier on top of query. BibRef

Wu, S.[Sitao], Rahman, M.K.M., Chow, T.W.S.[Tommy W.S.],
Content-based image retrieval using growing hierarchical self-organizing quadtree map,
PR(38), No. 5, May 2005, pp. 707-722.
Elsevier DOI 0501
BibRef

Rahman, M.K.M., Yang, W.P.[Wang Pi], Chow, T.W.S.[Tommy W.S.], Wu, S.[Sitao],
A flexible multi-layer self-organizing map for generic processing of tree-structured data,
PR(40), No. 5, May 2007, pp. 1406-1424.
Elsevier DOI 0702
Multi-layer self-organizing map (MLSOM); Self-organizing map (SOM); Tree-structured data BibRef

Seong, J.C.[Jeong Chang],
Implementation of an Equal-area Gridding Method for Global-scale Image Archiving,
PhEngRS(71), No. 5, May 2005, pp. 623-628. A method of constructing global scale image databases using equal area facets and an extended header structure for effective referencing of facets using latitude and longitude.
WWW Link. 0509
BibRef

Naveen, T.[Thumpudi], Murching, A.M.[Anil M.], Tabatabai, A.[Ali],
Coarse representation of visual object's shape for search/query/filtering applications,
US_Patent7,155,033, Dec 26, 2006
WWW Link. BibRef 0612

Kwok, S.H., Zhao, J.L.[J. Leon],
Content-based object organization for efficient image retrieval in image databases,
DSS(42), No. 3, December 2006, pp. 1901-1916.
Elsevier DOI 0905
BibRef

Bosch, A.[Anna], Munoz, X.[Xavier], Marti, R.[Robert],
Which is the best way to organize/classify images by content?,
IVC(25), No. 6, 1 June 2007, pp. 778-791.
Elsevier DOI 0704
Scene classification; Object recognition; Semantic concepts; Image segmentation BibRef

Adhikari, A.[Animesh], Rao, P.R.,
Enhancing quality of knowledge synthesized from multi-database mining,
PRL(28), No. 16, December 2007, pp. 2312-2324.
Elsevier DOI 0711
ACP coding; Coding association rules; Multi-database mining; Space efficient representation of local association rules; Quality of synthesized knowledge Databases. BibRef

Adhikari, A.[Animesh], Rao, P.R.,
Synthesizing heavy association rules from different real data sources,
PRL(29), No. 1, 1 January 2008, pp. 59-71.
Elsevier DOI 0711
Exceptional association rule; Heavy association rule; High-frequent association rule; Local pattern analysis; Multi-database mining; Synthesis of patterns BibRef

Adhikari, A.[Animesh], Rao, P.R.,
Mining conditional patterns in a database,
PRL(29), No. 10, 15 July 2008, pp. 1515-1523.
Elsevier DOI 0711
Association analysis; Conditional pattern; Synthesis of pattern BibRef

Zhang, J.[Jing],
Efficient video retrieval using index structure,
IJIST(18), No. 2-3, 2007, pp. 113-123.
DOI Link 0804
BibRef

Yiu, M.L.[Man Lung], Mamoulis, N.[Nikos], Bakiras, S.[Spiridon],
Retrieval of Spatial Join Pattern Instances from Sensor Networks,
GeoInfo(13), No. 1, March 2009, pp. xx-yy.
Springer DOI 0804
BibRef

Huang, Y.K.[Yuan-Ko], Chen, C.C.[Chao-Chun], Lee, C.A.[Chi-Ang],
Continuous K -Nearest Neighbor Query for Moving Objects with Uncertain Velocity,
GeoInfo(13), No. 1, March 2009, pp. xx-yy.
Springer DOI 0804
Spatio-temporal databases, with objects that move. BibRef

Gidófalvi, G.[Gyozo], Pedersen, T.B.[Torben Bach],
Mining Long, Sharable Patterns in Trajectories of Moving Objects,
GeoInfo(13), No. 1, March 2009, pp. xx-yy.
Springer DOI 0804
BibRef

Qian, X.N.[Xiao-Ning], Tagare, H.D.[Hemant D.],
Adapting indexing trees to data distribution in feature spaces,
CVIU(114), No. 1, January 2010, pp. 111-124.
Elsevier DOI 1001
Content-based image retrieval; Indexing trees; Feature spaces; Curse of dimensionality BibRef

Tagare, H.D.[Hemant D.],
Increasing retrieval efficiency by index tree adaptation,
CBAIVL97(28).
IEEE DOI 9706
BibRef
Earlier:
Efficient Retrieval Without a Metric,
Visual97(xx). BibRef

Behr, T.[Thomas], Güting, R.H.[Ralf Hartmut],
User defined topological predicates in database systems,
GeoInfo(14), No. 1, January 2010, pp. xx-yy.
Springer DOI 1001
BibRef

Chiang, P.Y.[Pei-Ying], Kuo, M.C.[May-Chen], Lee, J.[Jessy], Kuo, C.C.J.[C.C. Jay], Richmond, T.[Todd], Rosenberg, M.[Milton], Lund, J.[Jeff], Haynes, K.[Kip], Armstrong, L.[Lindsay],
Technologies and the development of the Automated Metadata Indexing and Analysis (AMIA) system,
JVCIR(21), No. 3, April 2010, pp. 200-209.
Elsevier DOI 1003
Text-based indexing; Multimedia search engine; Content-based retrieval; Multimedia databases; DAM; Digital asset management; Metadata extraction; Word segmentation BibRef

Zheng, P.S.[Peng-Sheng], Zhang, J.X.[Jian-Xiong], Tang, W.S.[Wan-Sheng],
Color image associative memory on a class of Cohen-Grossberg networks,
PR(43), No. 10, October 2010, pp. 3255-3260.
Elsevier DOI 1007
Gray-scale image; True color image; Neural associative memory; Cohen-Grossberg network. For retrieval. BibRef

Wu, L.[Lei], Hoi, S.C.H., Yu, N.H.[Neng-Hai],
Semantics-Preserving Bag-of-Words Models and Applications,
IP(19), No. 7, July 2010, pp. 1908-1920.
IEEE DOI 1007
Model for annotation applications. BibRef

Wu, L.[Lei], Hoi, S.C.H.[Steven C.H.],
Enhancing Bag-of-Words Models with Semantics-Preserving Metric Learning,
MultMedMag(18), No. 1, January-March 2011, pp. 24-37.
IEEE DOI 1103
BibRef

Pauleve, L.[Loic], Jegou, H.[Herve], Amsaleg, L.[Laurent],
Locality sensitive hashing: A comparison of hash function types and querying mechanisms,
PRL(31), No. 11, 1 August 2010, pp. 1348-1358.
Elsevier DOI 1008
Search methods; Image databases; Quantization; Database searching; Information retrieval; LSH BibRef

Zhang, S., Wong, H.S., Yu, Z., Ip, H.H.S.[Horace H.S.],
Hybrid Associative Retrieval of Three-Dimensional Models,
SMC-B(40), No. 6, December 2010, pp. 1582-1595.
IEEE DOI 1011
Groups of models. BibRef

Bhaduri, K., Stefanski, M.D., Srivastava, A.N.,
Privacy-Preserving Outlier Detection Through Random Nonlinear Data Distortion,
SMC-B(41), No. 1, February 2011, pp. 260-272.
IEEE DOI 1102
Data mining, look for patterns but not the contents. BibRef

Herman, G.T.[Gabor T.], Kong, T.Y.[T. Yung], Oliveira, L.M.[Lucas M.],
Tree representation of digital picture embeddings,
JVCIR(23), No. 6, August 2012, pp. 883-891.
Elsevier DOI 1208
Tree representation; Digital picture; Embedding; Component tree image representation; Digital picture embeddings; Tree embeddings; Structural biology; Digital space; Connectedly embedded Low and high resolution views of different parts. BibRef

Sarioz, D.[Deniz], Kong, T.Y.[T. Yung], Herman, G.T.[Gabor T.],
History Trees as Descriptors of Macromolecular Structures,
ISVC06(I: 263-272).
Springer DOI 0611
To index 3D arrays of constructed data from electron microscopes. BibRef

Tosun, U.[Umut],
A novel indexing scheme for similarity search in metric spaces,
PRL(54), No. 1, 2015, pp. 69-74.
Elsevier DOI 1502
Sparse spatial selection (SSS) allows insertions of new database objects and dynamically promotes some of the new objects as pivots, but has problems. BibRef

Babenko, A.[Artem], Lempitsky, V.[Victor],
The Inverted Multi-Index,
PAMI(37), No. 6, June 2015, pp. 1247-1260.
IEEE DOI 1506
BibRef
Earlier: CVPR12(3069-3076).
IEEE DOI 1208
Accuracy. Data organization for efficient search. BibRef

Wang, D.X.[Dai-Xin], Cui, P.[Peng], Ou, M.D.[Ming-Dong], Zhu, W.W.[Wen-Wu],
Learning Compact Hash Codes for Multimodal Representations Using Orthogonal Deep Structure,
MultMed(17), No. 9, September 2015, pp. 1404-1416.
IEEE DOI 1509
data structures BibRef

Bai, X.X.[Xiu-Xiu], Dong, X.S.[Xiao-She], Su, Y.Q.[Yuan-Qi],
Edge Propagation KD-Trees: Computing Approximate Nearest Neighbor Fields,
SPLetters(22), No. 12, December 2015, pp. 2209-2213.
IEEE DOI 1512
image retrieval BibRef

Vo, B.[Bay], Nguyen, H.T.[Hien T.],
Mining frequent closed itemsets from multidimensional databases,
IJCVR(5), No. 3, 2015, pp. 217-230.
DOI Link 1509
BibRef

Lai, H., Yan, P., Shu, X., Wei, Y., Yan, S.,
Instance-Aware Hashing for Multi-Label Image Retrieval,
IP(25), No. 6, June 2016, pp. 2469-2479.
IEEE DOI 1605
file organisation BibRef

Pham, T.A.[The-Anh],
Pair-wisely optimized clustering tree for feature indexing,
CVIU(154), No. 1, 2017, pp. 35-47.
Elsevier DOI 1612
Feature indexing BibRef

Pham, T.A.[The-Anh],
Improved embedding product quantization,
MVA(30), No. 3, April 2019, pp. 447-459.
Springer DOI 1906
BibRef

Pham, T.A.[The-Anh], Barrat, S.[Sabine],
An Efficient Indexing Scheme Based on Linked-Node m-Ary Tree Structure,
CIAP13(I:752-762).
Springer DOI 1311
BibRef

Xu, Y.Y.[Yan-Yan], Gong, J.Y.[Jia-Ying], Xiong, L.Z.[Li-Zhi], Xu, Z.Q.[Zheng-Quan], Wang, J.[Jinwei], Shi, Y.Q.[Yun-Qing],
A privacy-preserving content-based image retrieval method in cloud environment,
JVCIR(43), No. 1, 2017, pp. 164-172.
Elsevier DOI 1702
Privacy-preserving BibRef

Mao, X.J.[Xiao-Jiao], Yang, Y.B.[Yu-Bin], Li, N.[Ning],
Hashing With Pairwise Correlation Learning and Reconstruction,
MultMed(19), No. 2, February 2017, pp. 382-392.
IEEE DOI 1702
Hamming codes BibRef

Huang, Y.M.[Ya-Meng], Lin, Z.C.[Zhou-Chen],
Binary Multidimensional Scaling for Hashing,
IP(27), No. 1, January 2018, pp. 406-418.
IEEE DOI 1712
file organisation, minimisation, query processing, unsupervised learning, batch mode, binary codes, multidimensional scaling BibRef

Li, M.M.[Ming-Ming], Ge, S.Z.S.[Shu-Zhi Sam], Lee, T.H.[Tong Heng],
Content-Driven Associative Memories for Color Image Patterns,
Cyber(48), No. 1, January 2018, pp. 139-150.
IEEE DOI 1801
Algorithm design and analysis, Color, Kernel, Neural networks, Object detection, Robustness, Tensile stress, salient object detection BibRef

Deng, C.[Cheng], Chen, Z.J.[Zhao-Jia], Liu, X.L.[Xiang-Long], Gao, X.B.[Xin-Bo], Tao, D.C.[Da-Cheng],
Triplet-Based Deep Hashing Network for Cross-Modal Retrieval,
IP(27), No. 8, August 2018, pp. 3893-3903.
IEEE DOI 1806
file organisation, graph theory, information retrieval, multimedia databases, TDH, cross-modal data sets, triplet labels BibRef

Xie, D., Deng, C., Li, C., Liu, X., Tao, D.C.[Da-Cheng],
Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval,
IP(29), 2020, pp. 3626-3637.
IEEE DOI 2002
Cross-modal retrieval, hashing, consistency-preserving, adversarial, multi-task BibRef

Deng, C.[Cheng], Xu, X.X.[Xin-Xun], Wang, H.[Hao], Yang, M.[Muli], Tao, D.C.[Da-Cheng],
Progressive Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval,
IP(29), 2020, pp. 8892-8902.
IEEE DOI 2009
Semantics, Image retrieval, Decoding, Training, Task analysis, Knowledge engineering, Measurement, Zero-shot learning, progressive generation BibRef

Wang, H.[Hao], Deng, C.[Cheng], Liu, T.L.[Tong-Liang], Tao, D.C.[Da-Cheng],
Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval,
PAMI(44), No. 12, December 2022, pp. 9181-9194.
IEEE DOI 2212
Measurement, Feature extraction, Semantics, Training, Image retrieval, Testing, Task analysis, zero-shot learning BibRef

Li, C., Deng, C., Li, N., Liu, W., Gao, X.B.[Xin-Bo], Tao, D.C.[Da-Cheng],
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval,
CVPR18(4242-4251)
IEEE DOI 1812
Semantics, Sports, Binary codes, Bridges, Feature extraction, Correlation BibRef

Huang, C.Q., Yang, S.M., Pan, Y., Lai, H.J.,
Object-Location-Aware Hashing for Multi-Label Image Retrieval via Automatic Mask Learning,
IP(27), No. 9, September 2018, pp. 4490-4502.
IEEE DOI 1807
binary codes, entropy, feature extraction, file organisation, image coding, image representation, image retrieval, BibRef

Wu, L., Wang, Y., Shao, L.,
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval,
IP(28), No. 4, April 2019, pp. 1602-1612.
IEEE DOI 1901
cryptography, file organisation, information retrieval, learning (artificial intelligence), hash functions, cycle-consistency BibRef


Omar, M.T.[Mehnuma Tabassum], Hasan, K.M.A.[K. M. Azharul],
An Efficient Encoding Scheme for Dynamic Multidimensional Datasets,
PReMI17(517-523).
Springer DOI 1711
BibRef

Lin, G.S.[Guo-Sheng], Shen, C.H.[Chun-Hua], Wu, J.X.[Jian-Xin],
Optimizing Ranking Measures for Compact Binary Code Learning,
ECCV14(III: 613-627).
Springer DOI 1408
Structured Hashing. BibRef

Batchelor, O., Green, R.,
Cloud Haskell: First impressions and applications to processing large image datasets,
IVCNZ13(412-417)
IEEE DOI 1412
distributed processing BibRef

Sreedevi, S., Sebastian, S.[Shinto],
Content based image retrieval based on Database revision,
IMVIP12(29-32).
IEEE DOI 1302
BibRef

Yandex, A.B., Lempitsky, V.[Victor],
Efficient Indexing of Billion-Scale Datasets of Deep Descriptors,
CVPR16(2055-2063)
IEEE DOI 1612
BibRef
Earlier:
Aggregating Local Deep Features for Image Retrieval,
ICCV15(1269-1277)
IEEE DOI 1602
Aggregates BibRef

Babenko, A.[Artem], Slesarev, A.[Anton], Chigorin, A.[Alexandr], Lempitsky, V.[Victor],
Neural Codes for Image Retrieval,
ECCV14(I: 584-599).
Springer DOI 1408
BibRef

Wang, X.Y.[Xiao-Yu], Yang, M.[Ming], Cour, T.[Timothee], Zhu, S.H.[Sheng-Huo], Yu, K.[Kai], Han, T.X.[Tony X.],
Contextual Weighting for Vocabulary Tree Based Image Retrieval,
ICCV11(209-216).
IEEE DOI 1201
BibRef

Qiu, Z.W.[Zheng-Wei], Gurrin, C.[Cathal], Doherty, A.R.[Aiden R.], Smeaton, A.F.[Alan F.],
A Real-Time Life Experience Logging Tool,
MMMod12(636-638).
Springer DOI 1201
BibRef

Zhou, J.H.[Jian-Hui], Fu, H.[Haiyan], Kong, X.W.[Xiang-Wei],
A balanced semi-supervised hashing method for CBIR,
ICIP11(2481-2484).
IEEE DOI 1201
BibRef

Chen, H.H.[Hsin-Hui], Ding, J.J.[Jian-Jiun],
Image retrieval based on classified vector quantization using color local thresholding classifier,
ICIP12(2433-2436).
IEEE DOI 1302
BibRef

Chen, H.H.[Hsin-Hui], Sheu, H.T.[Hsin-Teng], Ding, J.J.[Jian-Jiun],
Quadtree classified vector quantization based image retrieval scheme,
ICIP11(3625-3628).
IEEE DOI 1201
BibRef

Chen, Z.[Zuyi], Zhao, T.X.[Tai-Xiang],
A frequent itemset storing structure,
IASP11(680-683).
IEEE DOI 1112
BibRef

Shishibori, M.[Masami], Lee, S.S.[Samuel Sangkon], Kita, K.[Kenji],
A method to Improve metric index VP-tree for multimedia databases,
FCV11(1-6).
IEEE DOI 1102
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WACV11(139-144).
IEEE DOI 1101
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Database systems. BibRef

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ICIP10(3189-3192).
IEEE DOI 1009
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ICIP10(3161-3164).
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ICPR10(4145-4148).
IEEE DOI 1008
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Jia, Y.[You], Wang, J.D.[Jing-Dong], Zeng, G.[Gang], Zha, H.B.[Hong-Bin], Hua, X.S.[Xian-Sheng],
Optimizing kd-trees for scalable visual descriptor indexing,
CVPR10(3392-3399).
IEEE DOI 1006
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A Geometric Data Structure Applicable to Image Mining and Retrieval,
ICIAR10(I: 364-373).
Springer DOI 1006
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Tak, Y.S.[Yoon-Sik], Hwang, E.J.[Een-Jun],
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ICPR10(3167-3170).
IEEE DOI 1008
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Pulla, C.[Chandrika], Jawahar, C.V.,
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CIVR10(342-349).
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Pulla, C.[Chandrika], Karthik, S.[Suman], Jawahar, C.V.,
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ICPR10(3276-3279).
IEEE DOI 1008
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Shen, B.[Bin], Liu, Y.[Yuan], Wang, X.Y.[Xiao-Yi],
Research on data mining models for the internet of things,
IASP10(127-132).
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Yang, H.[Heng], Wang, Q.[Qing], Do, E.Y.L.[Ellen Yi-Luen],
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ACCV09(I: 313-322).
Springer DOI 0909
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ACCV09(III: 506-515).
Springer DOI 0909
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PIDALION: Implementation Issues of a Java-Based Multimedia Search Engine over the Web,
WSSIP09(1-6).
IEEE DOI 0906
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WSSIP09(1-4).
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ICMV09(333-338).
IEEE DOI 0912
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Pham, N.K.[Nguyen-Khang], Morin, A.[Annie], Gros, P.[Patrick],
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CAIP09(565-572).
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Wu, L.[Li], Bretschneider, T.R.[Timo R.],
An Effective Multi-dimdimensional Index Strategy for Cluster Architectures,
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ICDAR09(681-685).
IEEE DOI 0907
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A Vectorial Representation for the Indexation of Structural Informations,
SSPR08(45-54).
Springer DOI 0812
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CVPR08(1-8).
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Quick Knowledge Reduction Based on Divide and Conquer Method in Huge Data Sets,
PReMI07(312-315).
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PIA07(167).
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Picard, D.[David], Cord, M.[Matthieu], Valle, E.[Eduardo],
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CMRT09(193-198).
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Street level views. Retrieve views of a scene given a query. BibRef

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ICIP07(I: 173-176).
IEEE DOI 0709
Redundant overlapping trees rather than KD tree. BibRef

Metzler, D.[Donald], Manmatha, R.,
An Inference Network Approach to Image Retrieval,
CIVR04(42-50).
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Nakamura, Y., Dekihara, H.,
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CIAP03(219-225).
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Woodrow, E., Heinzelman, W.,
SPIN-IT: a data centric routing protocol for image retrieval in wireless networks,
ICIP02(III: 913-916).
IEEE DOI 0210
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Time Split Linear Quadtree for Indexing Image Databases,
ICIP01(II: 733-736).
IEEE DOI 0108
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Meiers, T., Sikora, T., Keller, L.,
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ICIP02(II: 593-596).
IEEE DOI 0210
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Image Browsing with PCA-Assisted User-Interaction,
CBAIVL01(102).
IEEE DOI 0110
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ICIP01(I: 38-41).
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Database Architecture for Autonomous Transportation Agents for On-scene Networked Incident Management (ATON),
ICPR00(Vol IV: 664-667).
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Yu, D.T.[Dan-Tong], Zhang, A.D.[Ai-Dong],
ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases,
ICME00(WP10). 0007
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Pramanik, S.[Sakti], Li, J.H.[Jin-Hua], Ruan, J.D.[Jian-Dong],
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ICME00(WP10). 0007
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Zhu, L.[Lei], Zhang, A.D.[Ai-Dong],
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ICME00(TA4). 0007
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CBAIVL99(45-49). BibRef 9900

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Efficient Content-Based Retrieval: Experimental Results,
CBAIVL99(55-61). BibRef 9900

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Indexing Images by Trees of Visual Content,
ICCV98(582-587).
IEEE DOI BibRef 9800

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Performance Evaluation of Clustering Algorithms for Scalable Image Retrieval,
EEMCV98(xx). BibRef 9800
And: EEMTV98(xx) BibRef

Swanson, M.D., Tewfik, A.H.,
Affine-Invariant Multiresolution Image Retrieval Using B-Splines,
ICIP97(II: 831-834).
IEEE DOI BibRef 9700

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ICIP97(II: 835-838).
IEEE DOI BibRef 9700

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ICIP00(Vol III: 726-729).
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Li, X.B.[Xiao-Bo], Qu, X.Q.[Xiao-Qing],
Matching Spatial Relations Using db-Tree for Image Retrieval,
ICPR98(Vol II: 1230-1234).
IEEE DOI 9808
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A Hierarchical Structure Representation for Content-Based Indexing and Retrieval,
Visual97(xx). BibRef 9700

Chang, S.K., and Jungert, E.[Erland],
Human- and System-Directed Fusion of Multimedia and Multimodal Information Using the s-Tree Data Model,
Visual97(xx). BibRef 9700

Starovoitov, V.V.[Valery V.],
A New Approach To Low-Level Retrieving of Grey Scale Images from Image Data Base,
SCIA97(xx-yy)
HTML Version. 9705
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Caid, W.R.[William R.], Carleton, J.L.[Joel L.], and Sasseen, R.V.[Robert V.],
A Context Vector Approach to Image Indexing and Retrieval,
ARPA94(II:885-887). BibRef 9400

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Query Techniques, Query Languages .


Last update:Mar 16, 2024 at 20:36:19