20.4.4.4 Database Indexing Using Various Features, Multiple Features

Chapter Contents (Back)
Database. Image Database. Feature Matching.
See also General Similarity Measures for Database Indexing.

Automatic Photo Tagging and Visual Image Search (ALIPR),
2006.
WWW Link. Vendor, Image Query. Vendor, Similar Images. Web search for similar images.
And: Aesthetic Quality Inference Engine (ACQUINE),
Vendor, Image Evaluation.
WWW Link.
See also Image retrieval: Ideas, influences, and trends of the new age. Online implementation of aesthetic eavaluation. Upload a picture and get a rating. Also Image Search.

Takeda, H.[Haruo], Tabata, K.[Kuniaki], Nakamura, M.[Masao],
Image data file storage and retrieval system for an image data filing system,
US_Patent4,808,987, Feb 28, 1989
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Sridhar, V., Murty, M.N.[M. Narasimha],
Clustering algorithms for library comparison,
PR(24), No. 9, 1991, pp. 815-823.
Elsevier DOI 0401
Investigate the applicability of the conventional clustering algorithms for the purposes of database comparison at both the data level and the structure level. BibRef

Hutcheson, T.L.[Timothy L.], Or, W.[Wilson], Narayanan, V.[Venkatesh], Mohan, S.[Subramaniam], Wohlmut, P.G.[Peter G.], Srinivasan, R.[Ramanujam], Hunt, B.R.[Bobby R.], Ryan, T.W.[Thomas W.],
Pattern recognition system,
US_Patent5,465,308, Nov 7, 1995
WWW Link. Compare to database of images. Fourier transform BibRef 9511

Schmid, C.[Cordelia], Mohr, R.[Roger],
Local Grayvalue Invariants for Image Retrieval,
PAMI(19), No. 5, May 1997, pp. 530-535.
IEEE DOI 9705
BibRef
Earlier:
Combining Grey Value Invariants with Local Constraints for Object Recognition,
CVPR96(872-877).
IEEE DOI Award, Longuet-Higgins. (after 10 years). BibRef
And:
Image Retrieval Using Local Characterization,
ICIP96(II: 781-784).
IEEE DOI Compute invariants at interest points. Indexing of 1000 images. Correct retrievals with occlusions, etc. BibRef

Schmid, C.[Cordelia],
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval,
IJCV(56), No. 1-2, January-February 2004, pp. 7-16.
DOI Link 0401
BibRef
Earlier:
Constructing Models for Content-Based Image Retrieval,
CVPR01(II:39-45).
IEEE DOI 0110
BibRef
Earlier:
A Structured Probabilistic Model for Recognition,
CVPR99(II: 485-490).
IEEE DOI Local descriptors and spatial relations between them. BibRef

Schmid, C.[Cordelia],
Large Scale Image Search,
MVA09(138-).
PDF File. 0905
BibRef
Earlier: BMVC08(xx-yy).
PDF File. 0809
BibRef

Milanese, R.[Ruggero], Cherbuliez, M.[Michel],
A Rotation, Translation, and Scale-Invariant Approach to Content-Based Image Retrieval,
JVCIR(10), No. 2, June 1999, pp. 186-196. 0010
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Chan, Y.K.[Yung-Kuan], Chang, C.C.[Chin-Chen],
Image matching using run-length feature,
PRL(22), No. 5, April 2001, pp. 447-455.
Elsevier DOI 0105
BibRef

Brunelli, R., Mich, O.,
Histograms analysis for image retrieval,
PR(34), No. 8, August 2001, pp. 1625-1637.
Elsevier DOI 0105

See also Spotit: An Interactive Identikit System. BibRef

Peng, J.[Jing], Bhanu, B.[Bir],
Independent feature analysis for image retrieval,
PRL(22), No. 1, January 2001, pp. 63-74.
Elsevier DOI 0105

See also Probabilistic Feature Relevance Learning for Content-Based Image Retrieval. BibRef

Ferro, A.[Alfredo], Gallo, G.[Giovanni], Giugno, R.[Rosalba], Pulvirenti, A.[Alfredo],
Best-Match Retrieval for Structured Images,
PAMI(23), No. 7, July 2001, pp. 707-718.
IEEE DOI 0108
Optimization of Oflazer:
See also Error Tolerant Retrieval of Trees. BibRef

Louupias, E., Bres, S.,
Key Points-based Indexing for Pre-attentive Similarities: The KIWI System,
PAA(4), No. 2/3 2001, pp. 200-214.
Springer DOI 0202
BibRef

Mitra, P.[Pabitra], Murthy, C.A., Pal, S.K.[Sankar K.],
Density-Based Multiscale Data Condensation,
PAMI(24), No. 6, June 2002, pp. 734-747.
IEEE DOI 0206
BibRef
Earlier:
Data Condensation in Large Databases by Incremental Learning with Support Vector Machines,
ICPR00(Vol II: 708-711).
IEEE DOI 0009
Data mining, select a representative subset from a large set. Represent the density underlying the data. BibRef

Li, M.J.[Ming-Jing], Chen, Z.[Zheng], Zhang, H.J.[Hong-Jiang],
Statistical correlation analysis in image retrieval,
PR(35), No. 12, December 2002, pp. 2687-2693.
Elsevier DOI 0209
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Weng, J.Y.[Ju-Yang], Hwang, W.S.[Wey-Shiuan],
Online image classification using IHDR,
IJDAR(5), No. 2-3, April 2003, pp. 118-125.
Springer DOI 0308
BibRef
Earlier:
Incremental hierarchical discriminant regression for online image classification,
ICDAR01(476-480).
IEEE DOI 0109
IHDR: Incremental hierarchical discriminating regression. BibRef

Cibelli, M.[Maurizio], Nappi, M.[Michele], Tucci, M.[Maurizio],
ABI: analogy-based indexing for content image retrieval,
IVC(22), No. 1, January 2004, pp. 23-34.
Elsevier DOI 0401
BibRef

Kushki, A., Androutsos, P., Plataniotis, K.N., Venetsanopoulos, A.N.,
Retrieval of Images from Artistic Repositories Using a Decision Fusion Framework,
IP(13), No. 3, March 2004, pp. 277-292.
IEEE DOI 0404
BibRef
Earlier:
Fuzzy aggregation of image features in content-based image retrieval,
ICIP02(III: 909-912).
IEEE DOI 0210

See also Query feedback for interactive image retrieval. BibRef

Jhanwar, N., Chaudhuri, S.[Subhasis], Seetharaman, G.[Guna], Zavidovique, B.[Bertrand],
Content based image retrieval using motif cooccurrence matrix,
IVC(22), No. 14, 1 December 2004, pp. 1211-1220.
Elsevier DOI 0412
BibRef
Earlier:
Content based image retrieval using optimum peano scan,
ICPR02(IV: 130-133).
IEEE DOI 0211
BibRef

Hafiane, A.[Adel], Chaudhuri, S.[Subhasis], Seetharaman, G.[Guna], Zavidovique, B.[Bertrand],
Region-based CBIR in GIS with local space filling curves to spatial representation,
PRL(27), No. 4, March 2006, pp. 259-267.
Elsevier DOI 0602
Motif co-occurrence matrix; Peano scan; Region-based image retrieval; Spatial relationship; *-tree; Fuzzy c-means clustering BibRef

Hafiane, A.[Adel], Zavidovique, B.[Bertrand],
Automating GIS Image Retrieval Based on MCM,
ICIAR04(I: 787-794).
Springer DOI 0409
BibRef

Liu, X.Z.[Xue-Zheng], Zhang, L.[Lei], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang], Wang, D.X.[Ding-Xing],
Boosting image classification with LDA-based feature combination for digital photograph management,
PR(38), No. 6, June 2005, pp. 887-901.
Elsevier DOI 0501
BibRef

Zhang, L.[Lei], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang],
Boosting image orientation detection with indoor vs. outdoor classification,
WACV02(95-99).
IEEE DOI 0303
BibRef

Wang, L., Chan, K.L., Xue, P.,
A Criterion for Optimizing Kernel Parameters in KBDA for Image Retrieval,
SMC-B(35), No. 3, June 2005, pp. 556-562.
IEEE DOI 0508
BibRef

van Kreveld, M.[Marc], Reinbacher, I.[Iris], Arampatzis, A.[Avi], van Zwol, R.[Roelof],
Multi-Dimensional Scattered Ranking Methods for Geographic Information Retrieval,
GeoInfo(9), No. 1, March 2005, pp. 61-84.
Springer DOI 0509
BibRef

Chatzichristofis, S.A.[Savvas A.], Zagoris, K.[Konstantinos], Boutalis, Y.[Yiannis], Arampatzis, A.[Avi],
A Fuzzy Rank-Based Late Fusion Method for Image Retrieval,
MMMod12(463-472).
Springer DOI 1201
BibRef

Qi, X.J.[Xiao-Jun], Han, Y.T.[Yu-Tao],
A novel fusion approach to content-based image retrieval,
PR(38), No. 12, December 2005, pp. 2449-2465.
Elsevier DOI 0510
BibRef

Chang, R.[Ran], Xiao, Z.M.[Zhong-Miao], Wong, K.S.[Kok-Sheik], Qi, X.J.[Xiao-Jun],
Learning a weighted semantic manifold for content-based image retrieval,
ICIP12(2401-2404).
IEEE DOI 1302
BibRef

Gilbert, A.D.[Adam D.], Chang, R.[Ran], Qi, X.J.[Xiao-Jun],
A retrieval pattern-based inter-query learning approach for content-based image retrieval,
ICIP10(3197-3200).
IEEE DOI 1009
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Davis, R.A.[Robert A.], Xiao, Z.M.[Zhong-Miao], Qi, X.J.[Xiao-Jun],
Capturing semantic relationship among images in clusters for efficient content-based image retrieval,
ICIP12(1953-1956).
IEEE DOI 1302
BibRef

Chang, R.[Ran], Qi, X.J.[Xiao-Jun],
Semantic clusters based manifold ranking for image retrieval,
ICIP11(2425-2428).
IEEE DOI 1201
BibRef

Qi, X.J.[Xiao-Jun], Chang, R.[Ran],
Image Retrieval Using Transaction-Based and SVM-Based Learning in Relevance Feedback Sessions,
ICIAR07(638-649).
Springer DOI 0708
BibRef

Qi, X.J.[Xiao-Jun], Han, Y.T.[Yu-Tao],
Incorporating multiple SVMs for automatic image annotation,
PR(40), No. 2, February 2007, pp. 728-741.
Elsevier DOI 0611
BibRef
Earlier: A2, A1:
A Complementary SVMs-Based Image Annotation System,
ICIP05(I: 1185-1188).
IEEE DOI 0512
Image annotation; Image sub-blocking; Support vector machines; Multiple instance learning; Edge histogram descriptors; Color histogram BibRef

Han, Y.T.[Yu-Tao], Qi, X.J.[Xiao-Jun],
Machine-Learning-Based Image Categorization,
ICIAR05(585-592).
Springer DOI 0509
BibRef

Zhong, D.[Daidi], Defée, I.[Irek],
DCT histogram optimization for image database retrieval,
PRL(26), No. 14, 15 October 2005, pp. 2272-2281.
Elsevier DOI 0510

See also Performance of similarity measures based on histograms of local image feature vectors. BibRef

Raicu, D.S.[Daniela Stan], Sethi, I.K.[Ishwar K.],
Synobins: An Intermediate Level towards Annotation and Semantic Retrieval,
JASP(2006), No. 1, January 2006, pp. 1-19.
WWW Link. 0603
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Cheng, S.C.[Shyi-Chyi], Wu, T.L.[Tian-Luu],
Fast indexing method for image retrieval using k nearest neighbors searches by principal axis analysis,
JVCIR(17), No. 1, February 2006, pp. 42-56.
Elsevier DOI 0711
High-dimensional image database; Content-based image retrieval; Principal axis analysis; Vector ordering; k-NN search. BibRef

Cheng, S.C.[Shyi-Chyi], Wu, T.L.[Tian-Luu],
Speeding up the similarity search in high-dimensional image database by multiscale filtering and dynamic programming,
IVC(24), No. 5, 1 May 2006, pp. 424-435.
Elsevier DOI 0606
High-dimensional image database; Multiscale filtering; Dynamic programming; Spatial layout BibRef

Kim, M.H.[Min-Ho], Ramakrishna, R.S.,
Projected clustering for categorical datasets,
PRL(27), No. 12, September 2006, pp. 1405-1417.
Elsevier DOI 0606
Unsupervised learning; Categorical dataset; Cluster validity index BibRef

Deng, D.[Da],
Content-based image collection summarization and comparison using self-organizing maps,
PR(40), No. 2, February 2007, pp. 718-727.
Elsevier DOI 0611
Content-based image retrieval; Self-organizing maps; Dissimilarity BibRef

Rajashekhar, Chaudhuri, S.[Subhasis], Namboodiri, V.P.[Vinay P.],
Retrieval of images of man-made structures based on projective invariance,
PR(40), No. 1, January 2007, pp. 296-308.
Elsevier DOI 0611
BibRef
Earlier:
Image retrieval based on projective invariance,
ICIP04(I: 405-408).
IEEE DOI 0505
Perspective transformation; Projective invariance; Cross-ratio; Cross-ratio histogram; Motif cooccurence matrix; Precision; Recall BibRef

Rajashekhara, Prabhudesai, A.B., Chaudhuri, S.,
Qualitative Visual Environment Retrieval,
SMC-B(36), No. 6, December 2006, pp. 1373-1380.
IEEE DOI 0701
BibRef

Shekhar, R., Chaudhuri, S.,
Content-based image retrieval in presence of foreground disturbances,
VISP(153), No. 5, October 2006, pp. 625-638.
DOI Link 0702
BibRef

Kim, T.K.[Tae-Kyun], Kittler, J.V.[Josef V.], Cipolla, R.[Roberto],
Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations,
PAMI(29), No. 6, June 2007, pp. 1005-1018.
IEEE DOI 0704
BibRef
Earlier:
Learning Discriminative Canonical Correlations for Object Recognition with Image Sets,
ECCV06(III: 251-262).
Springer DOI 0608
For comparing sets of images. Computing the angle between subspaces. Maximize intra-set, minimize inter-set. BibRef

Kim, T.K.[Tae-Kyun], Kittler, J.V.[Josef V.], Cipolla, R.[Roberto],
On-line Learning of Mutually Orthogonal Subspaces for Face Recognition by Image Sets,
IP(19), No. 4, April 2010, pp. 1067-1074.
IEEE DOI 1003
BibRef
Earlier:
Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition,
BMVC06(II:559).
PDF File. 0609
BibRef

Sebe, N.[Nicu], Tian, Q.[Qi], Lew, M.S.[Michael S.], Huang, T.S.[Thomas S.],
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Elsevier DOI 0711
Overview of issue. BibRef

Grangier, D.[David], Bengio, S.[Samy],
A Discriminative Kernel-Based Approach to Rank Images from Text Queries,
PAMI(30), No. 8, August 2008, pp. 1371-1384.
IEEE DOI 0806
Formulate the match as a ranking problem. BibRef

Jiang, J.M.[Jian-Min], Qiu, K.J.[Kai-Jin], Xiao, G.Q.[Guo-Qiang],
A Block-Edge-Pattern-Based Content Descriptor in DCT Domain,
CirSysVideo(18), No. 7, July 2008, pp. 994-998.
IEEE DOI 0808
BibRef

Qiu, K.J.[Kai-Jin], Jiang, J.M.[Jian-Min], Xiao, G.Q.[Guo-Qiang], Irianto, S.Y.,
DCT-Domain Image Retrieval Via Block-Edge-Patterns,
ICIAR06(I: 673-684).
Springer DOI 0610
BibRef

Brunn, M.[Meru], Sousa, M.C.[Mario Costa], Samavati, F.F.[Faramarz F.],
Capturing and Re-Using Artistic Styles with Reverse Subdivision-Based Multiresolution Methods,
IJIG(7), No. 4, October 2007, pp. 593-615. 0710
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Hill, R.K.[Richard K.], Hirsch, H.L.[Herbert L.],
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US_Patent7,233,696, Jun 19, 2007
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Guldogan, E.[Esin], Gabbouj, M.[Moncef],
Feature selection for content-based image retrieval,
SIViP(2), No. 3, September 2008, pp. xx-yy.
Springer DOI 0804
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Guldogan, E.[Esin], Gabbouj, M.[Moncef], Guldogan, O.,
Visual Media Retrieval Using Transform-Based Layered Query Scheme,
ICIP05(I: 521-524).
IEEE DOI 0512
BibRef

Kiranyaz, S.[Serkan], Pulkkinen, J.[Jenni], Ince, T.[Turker], Gabbouj, M.[Moncef],
Multi-dimensional evolutionary feature synthesis for content-based image retrieval,
ICIP11(3645-3648).
IEEE DOI 1201
BibRef

Guldogan, E.[Esin], Gabbouj, M.[Moncef],
System profiles in content-based image indexing and retrieval,
SIViP(4), No. 4, November 2010, pp. 463-480.
WWW Link. 1101
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Vasconcelos, M.[Manuela], Vasconcelos, N.M.[Nuno M.],
Natural Image Statistics and Low-Complexity Feature Selection,
PAMI(31), No. 2, February 2009, pp. 228-244.
IEEE DOI 0901
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Vasconcelos, N.M., Vasconcelos, M.,
Scalable discriminant feature selection for image retrieval and recognition,
CVPR04(II: 770-775).
IEEE DOI 0408
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Vasconcelos, N.M.,
A family of information-theoretic algorithms for low-complexity discriminant feature selection in image retrieval,
ICIP03(III: 741-744).
IEEE DOI 0312
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Vasconcelos, N.M.,
Image Indexing with Mixture Hierarchies,
CVPR01(I:3-10).
IEEE DOI 0110
Clustering approach. BibRef

Ziou, D.[Djemel], Hamri, T.[Touati], Boutemedjet, S.[Sabri],
A hybrid probabilistic framework for content-based image retrieval with feature weighting,
PR(42), No. 7, July 2009, pp. 1511-1519.
Elsevier DOI 0903
Content-based image retrieval; Collection indexing; Feature selection; Generative learning; Discriminative learning BibRef

Boutemedjet, S.[Sabri], Ziou, D.[Djemel],
Long-term relevance feedback and feature selection for adaptive content based image suggestion,
PR(43), No. 12, December 2010, pp. 3925-3937.
Elsevier DOI 1003
Information filtering; Feature selection; Content-based image suggestion; Long-term relevance feedback; Mixture models BibRef

Philipp-Foliguet, S.[Sylvie], Gony, J.[Julien], Gosselin, P.H.[Philippe-Henri],
FReBIR: An image retrieval system based on fuzzy region matching,
CVIU(113), No. 6, June 2009, pp. 693-707.
Elsevier DOI 0904
Image indexing; Image retrieval; Inexact graph matching; Fuzzy segmentation; Spatial relationship; Kernel function BibRef

Haugeard, J.E.[Jean-Emmanuel], Philipp-Foliguet, S.[Sylvie], Gosselin, P.H.[Philippe-Henri],
Kernel on Graphs Based on Dictionary of Paths for Image Retrieval,
ICPR10(2965-2968).
IEEE DOI 1008
BibRef

Lebrun, J.[Justine], Gosselin, P.H.[Philippe-Henri], Philipp-Foliguet, S.[Sylvie],
Inexact graph matching based on kernels for object retrieval in image databases,
IVC(29), No. 11, October 2011, pp. 716-729.
Elsevier DOI 1111
BibRef
Earlier: A1, A3, A2:
Image retrieval with graph kernel on regions,
ICPR08(1-4).
IEEE DOI 0812
Online; Interactive; Database; Content-based; Object retrieval; Image retrieval; Machine learning; Kernel methods; Graph matching; Inexact match
See also Incremental Kernel Learning for Active Image Retrieval Without Global Dictionaries. BibRef

Manzar, M.A.[Muhammad Anwaar], Cheema, T.A.[Tanweer Ahmad], Jalil, A.[Abdul], Qureshi, I.M.[Ijaz Mansoor],
New image matching technique based on hyper-vectorisation of grey level sliced binary image,
IET-IPR(2), No. 6, December 2008, pp. 337-351.
DOI Link 0905
Form set of sub-band binary images, from these a signature. Use these signatures for matching. BibRef

Manzar, M.A.[Muhammad Anwaar], Cheema, T.A.[Tanweer Ahmad], Jalil, A.[Abdul], Qureshi, I.M.[Ijaz Mansoor],
Visual Aerial Navigation through Adaptive Prediction and Hyper-Space Image Matching,
IEICE(E92-D), No. 2, February 2009, pp. 283-297.
WWW Link. 0907
Create image signatures, order by significance, use to match. BibRef

Tang, Y.J.[Ying-Jun], Xu, D.[De], Gu, G.H.[Guang-Hua], Liu, S.Y.[Shuo-Yan],
Category Constrained Learning Model for Scene Classification,
IEICE(E92-D), No. 2, February 2009, pp. 357-360.
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CC-LDA: Category Constraint-Latent Dirichlet Allocation. Recognizing scene categories. BibRef

Tang, Y.J.[Ying-Jun], De, X.[Xu], Xu, Y.[Yang], Liu, Q.F.[Qi-Fang],
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IEICE(E92-D), No. 9, September 2009, pp. 1811-1814.
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Zhu, S.H.[Song-Hao], Liu, Y.C.[Yun-Cai],
Semi-Supervised Learning Model Based Efficient Image Annotation,
SPLetters(16), No. 11, November 2009, pp. 989-992.
IEEE DOI 0909
BibRef
Earlier:
Image annotation refinement using semantic similarity correlation,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Zhu, S.H.[Song-Hao], Liu, Y.C.[Yun-Cai],
A novel semantic model for video concept detection,
ICIP09(1837-1840).
IEEE DOI 0911
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Ramaswamy, S.[Sharadh], Rose, K.[Kenneth],
Towards Optimal Indexing for Relevance Feedback in Large Image Databases,
IP(18), No. 12, December 2009, pp. 2780-2789.
IEEE DOI 0912
BibRef
Earlier:
Fast adaptive Mahalanobis distance-based search and retrieval in image databases,
ICIP08(181-184).
IEEE DOI 0810
BibRef
Earlier:
Adaptive Cluster-Distance Bounding for Nearest Neighbor Search in Image Databases,
ICIP07(VI: 381-384).
IEEE DOI 0709
BibRef

Calistru, C.[Catalin], Ribeiro, C.[Cristina], David, G.[Gabriel],
Multimedia in Cultural Heritage Manuscripts: Integrating Description, Transcription, and Image Content,
JIVP(2009), No. 2009, pp. xx-yy.
DOI Link 1002
BibRef
Earlier:
Multidimensional Descriptor Indexing: Exploring the BitMatrix,
CIVR06(401-410).
Springer DOI 0607
BibRef

Hoàng, N.V.[Nguyen Vu], Gouet-Brunet, V.[Valérie], Rukoz, M.[Marta], Manouvrier, M.[Maude],
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PR(43), No. 9, September 2010, pp. 3013-3024.
Elsevier DOI 1006
CBIR; Spatial relationships; Local image features; Scalability BibRef

Hoàng, N.V.[Nguyen Vu], Gouet-Brunet, V.[Valérie], Rukoz, M.[Marta],
A Cartography of Spatial Relationships in a Symbolic Image Database,
CAIP11(I: 377-385).
Springer DOI 1109
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Liu, Q.S.[Qing-Shan], Huang, Y.C.[Yu-Chi], Metaxas, D.N.[Dimitris N.],
Hypergraph with sampling for image retrieval,
PR(44), No. 10-11, October-November 2011, pp. 2255-2262.
Elsevier DOI 1101
Hypergraph; Image retrieval BibRef

Huang, Y.C.[Yu-Chi], Liu, Q.S.[Qing-Shan], Zhang, S.T.[Shao-Ting], Metaxas, D.N.[Dimitris N.],
Image retrieval via probabilistic hypergraph ranking,
CVPR10(3376-3383).
IEEE DOI 1006
BibRef

Zhang, S.T.[Shao-Ting], Huang, J.Z.[Jun-Zhou], Li, H.S.[Hong-Sheng], Metaxas, D.N.[Dimitris N.],
Automatic Image Annotation and Retrieval Using Group Sparsity,
SMC-B(42), No. 3, June 2012, pp. 838-849.
IEEE DOI 1202

See also Background Subtraction Using Low Rank and Group Sparsity Constraints. BibRef

Zhang, S.T.[Shao-Ting], Huang, J.Z.[Jun-Zhou], Huang, Y.C.[Yu-Chi], Yu, Y.[Yang], Li, H.S.[Hong-Sheng], Metaxas, D.N.[Dimitris N.],
Automatic image annotation using group sparsity,
CVPR10(3312-3319).
IEEE DOI Video of talk:
WWW Link. 1006
how to select and define features for annotations. BibRef

Yang, X.[Xu], Xiong, H.L.[Hui-Lin], Yang, X.[Xin],
Kernel Optimization Based Semi-Supervised KBDA Scheme for Image Retrieval,
IEICE(E94-D), No. 10, October 2011, pp. 1901-1908.
WWW Link. 1110
BibRef

Strecha, C.[Christoph], Bronstein, A.M.[Alex M.], Bronstein, M.M.[Michael M.], Fua, P.[Pascal],
LDAHash: Improved Matching with Smaller Descriptors,
PAMI(34), No. 1, January 2012, pp. 66-78.
IEEE DOI 1112
Descriptors tend to be high dimensional -- a challenge for large scale retreival. Map descriptors into lower dimensional space. BibRef

Liu, S.[Shang], Bai, X.[Xiao],
Discriminative Features for Image Classification and Retrieval,
PRL(33), No. 6, 15 April 2012, pp. 744-751.
Elsevier DOI 1203
BibRef
Earlier: ICIG11(325-330).
IEEE DOI 1109
Image discriminative features; Image classification; Image retrieval BibRef

Piras, L.[Luca], Giacinto, G.[Giorgio],
Synthetic pattern generation for imbalanced learning in image retrieval,
PRL(33), No. 16, 1 December 2012, pp. 2198-2205.
Elsevier DOI 1210
BibRef
Earlier:
Dissimilarity Representation in Multi-feature Spaces for Image Retrieval,
CIAP11(I: 139-148).
Springer DOI 1109
Imbalanced learning; Small sample-size; Artificial pattern injection; Image retrieval; Relevance feedback BibRef

Piras, L.[Luca], Tronci, R.[Roberto], Giacinto, G.[Giorgio],
Diversity in Ensembles of Codebooks for Visual Concept Detection,
CIAP13(II:399-408).
Springer DOI 1309
for feature vectors in image archives. BibRef

Francini, G.[Gianluca], Lepsøy, S.[Skjalg], Balestri, M.[Massimo],
Selection of local features for visual search,
SP:IC(28), No. 4, April 2013, pp. 311-322.
Elsevier DOI 1304
Content-based image retrieval; Image search; Visual search; Compact descriptors; MPEG BibRef

Pasqualotto, G.[Giuliano], Zanuttigh, P.[Pietro], Cortelazzo, G.M.[Guido M.],
Combining color and shape descriptors for 3D model retrieval,
SP:IC(28), No. 6, July 2013, pp. 608-623.
Elsevier DOI 1306
Content-based retrieval; Spin-images; Color; Fuzzy logic; 3D models BibRef

Sun, G.[Gang], Wang, S.H.[Shu-Hui], Liu, X.H.[Xue-Hui], Huang, Q.M.[Qing-Ming], Chen, Y.Y.[Yan-Yun], Wu, E.[Enhua],
Accurate and efficient cross-domain visual matching leveraging multiple feature representations,
VC(29), No. 6-8, June 2013, pp. 565-575.
Springer DOI 1306
Find visually similar images across a range of domains. BibRef

Shen, L.[Li], Sun, G.[Gang], Wang, S.H.[Shu-Hui], Wu, E.H.[En-Hua], Huang, Q.M.[Qing-Ming],
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ICIP14(5931-5935)
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ICIP22(1911-1915)
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WACV18(1871-1878)
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feature extraction, image representation, image retrieval, learning (artificial intelligence), recurrent neural nets, Task analysis BibRef

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Springer DOI 1701
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Springer DOI 1701
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Structured Matching for Phrase Localization,
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Springer DOI 1611
BibRef

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ICIP16(3613-3617)
IEEE DOI 1610
blend convolutional neural network feature descriptors with sequential language data in a recurrent framework. BibRef

Manno-Kovacs, A.,
Content based image retrieval using salient orientation histograms,
ICIP16(2480-2484)
IEEE DOI 1610
Feature extraction BibRef

Ku, W.L., Chou, H.C., Peng, W.H.,
Discriminatively-learned global image representation using CNN as a local feature extractor for image retrieval,
VCIP15(1-4)
IEEE DOI 1605
Data mining BibRef

Zhao, X.Y.[Xiang-Yuan], Nutter, B.[Brian],
Content Based Image Retrieval system using Wavelet Transformation and multiple input multiple task Deep Autoencoder,
Southwest16(97-100)
IEEE DOI 1605
Approximation algorithms BibRef

Kang, J.Q.[Jie-Qi], Lu, S.[Shan], Gong, W.B.[Wei-Bo], Kelly, P.A.[Patrick A.],
Image feature extraction based on spectral graph information,
ICIP16(46-50)
IEEE DOI 1610
BibRef
Earlier:
A complex network based feature extraction for image retrieval,
ICIP14(2051-2055)
IEEE DOI 1502
Eigenvalues and eigenfunctions. Feature extraction BibRef

Liu, Y.[Ye], Kong, X.W.[Xiang-Wei], Fu, H.[Haiyan], You, X.G.[Xin-Gang], Guo, Y.B.[Yun-Biao],
Model Semantic Relations with Extended Attributes,
ICPR14(2549-2554)
IEEE DOI 1412
Equations BibRef

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Combining Wavelet Saliency, Color and DCT Coefficients for Content-Based Image Retrieval,
CIARP14(917-924).
Springer DOI 1411
BibRef

Masatoshi, A., Kanji, T., Yousuke, I., Yuuto, C., Shogo, H.,
Common Landmark Discovery for Object-Level View Image Retrieval: Modeling and Matching of Scenes via Bag-of-Bounding-Boxes,
ACPR13(43-48)
IEEE DOI 1408
image matching BibRef

Chen, K.[Kai], Hennebert, J.[Jean],
Content-Based Image Retrieval with LIRe and SURF on a Smartphone-Based Product Image Database,
MCPR14(231-240).
Springer DOI 1407
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Sluzek, A.[Andrzej],
A Novel Approach to Retrieval of Similar Patterns in Biological Images,
ISVC13(II:643-652).
Springer DOI 1311
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Manzo, M.[Mario], Petrosino, A.[Alfredo],
Attributed Relational SIFT-Based Regions Graph for Art Painting Retrieval,
CIAP13(I:833-842).
Springer DOI 1311
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Yu, J.[Jing], Cong, Y.H.[Yong-Hui], Qin, Z.C.[Zeng-Chang], Wan, T.[Tao],
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ICIP12(1949-1952).
IEEE DOI 1302
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Bhowmik, N.[Neelanjan], Gonzalez, V.R.[V.Ricardo], Gouet-Brunet, V.[Valerie], Pedrini, H.[Helio], Bloch, G.[Gabriel],
Efficient fusion of multidimensional descriptors for image retrieval,
ICIP14(5766-5770)
IEEE DOI 1502
Computer vision BibRef

Andrade, F.S.P.[Felipe S. P.], Almeida, J.[Jurandy], Pedrini, H.[Hélio], da Silva Torres, R.[Ricardo],
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CIARP12(845-853).
Springer DOI 1209
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Harchaoui, Z.[Zaid], Douze, M.[Matthijs], Paulin, M.[Mattis], Dudik, M.[Miroslav], Malick, J.[Jerome],
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CVPR12(3386-3393).
IEEE DOI 1208
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Gordoa, A.[Albert], Rodriguez-Serrano, J.A.[Jose A.], Perronnin, F.[Florent], Valveny, E.[Ernest],
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CVPR12(3045-3052).
IEEE DOI 1208
BibRef

Yu, F.X.[Felix X.], Ji, R.R.[Rong-Rong], Tsai, M.H.[Ming-Hen], Ye, G.[Guangnan], Chang, S.F.[Shih-Fu],
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CVPR12(2949-2956).
IEEE DOI 1208
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Mahajan, D.[Dhruv], Sellamanickam, S.[Sundararajan], Nair, V.[Vinod],
A joint learning framework for attribute models and object descriptions,
ICCV11(1227-1234).
IEEE DOI 1201
Learn both the attributes and descriptions. Generalizes to unseen examples. BibRef

Ma, Z.P.[Zi-Ping], Kang, B.S.[Bao-Sheng], Xiao, B.[Bin],
A study of Bessel Fourier moments invariant for image retrieval and classification,
IASP11(316-320).
IEEE DOI 1112
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Hou, J.[Jian], Feng, Z.S.[Zhan-Shen], Yang, Y.[Yong], Qi, N.M.[Nai-Ming],
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ISVC11(II: 398-407).
Springer DOI 1109
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Yarlagadda, P.K.[Pradeep K.], Monroy, A.[Antonio], Carque, B.[Bernd], Ommer, B.[Björn],
Recognition and Analysis of Objects in Medieval Images,
eHeritage10(296-305).
Springer DOI 1109
Search based on the image, not just annotations. BibRef

Guo, Q.J.[Qiao-Jin], Li, N.[Ning], Yang, Y.B.[Yu-Bin], Wu, G.S.[Gang-Shan],
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ICIG11(631-635).
IEEE DOI 1109
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Yang, Y.[Yang], Yang, Y.[Yi], Huang, Z.[Zi], Shen, H.T.[Heng Tao], Nie, F.P.[Fei-Ping],
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CVPR11(881-888).
IEEE DOI 1106
Social network images. How to map tags to image regions. BibRef

Gao, X.T.[Xin-Ting], Qiu, B.[Bo], Shen, J.J.[Jing-Jing], Ng, T.T.[Tian-Tsong], Shi, Y.Q.[Yun Qing],
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DW10(90-104).
Springer DOI 1010
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Huang, S.P.[Shuang-Ping], Jin, L.W.[Lian-Wen],
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ICIP10(3865-3868).
IEEE DOI 1009
Biologically Inspired Model. BibRef

Qu, Y.Y.[Yan-Yun], Chen, C.[Cheng], Wu, D.W.[Di-Wei], Xie, Y.[Yi],
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ICIP10(1573-1576).
IEEE DOI 1009
Annotate database images. Detect object, label. BibRef

Xin, X.[Xin], Katsaggelos, A.K.[Aggelos K.],
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ICIP10(3213-3216).
IEEE DOI 1009
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Chuang, W.H.[Wei-Hong], Varna, A.L.[Avinash L.], Wu, M.[Min],
Performance impact of ordinal ranking on content fingerprinting,
ICIP10(2369-2372).
IEEE DOI 1009
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Sakji-Nsibi, S.[Sarra], Benazza-Benyahia, A.[Amel],
Fast scalable retrieval of multispectral images with Kullback-Leibler divergence,
ICIP10(2333-2336).
IEEE DOI 1009
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Li, Z.C.[Ze-Chao], Liu, J.[Jing], Lu, H.Q.[Han-Qing],
Sparse constraint nearest neighbour selection in cross-media retrieval,
ICIP10(1465-1468).
IEEE DOI 1009
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Vacha, P.[Pavel], Haindl, M.[Michal],
Image retrieval measures based on illumination invariant textural MRF features,
CIVR07(448-454).
DOI Link 0707
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And:
Demonstration of image retrieval based on illumination invariant textural MRF features,
CIVR07(135-137).
DOI Link 0707
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Xu, H.T.[Hong-Tao], Zhou, X.D.[Xiang-Dong], Wang, M.[Mei], Xiang, Y.[Yu], Shi, B.[Baile],
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Foo, J.J.[Jun Jie], Zobel, J.[Justin], Sinha, R.[Ranjan], Tahaghoghi, S.M.M.,
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CIVR07(557-564).
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Li, P.[Piji], Ma, J.[Jun], Gao, S.[Shuai],
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Li, P.[Piji], Zhang, L.[Lei], Ma, J.[Jun],
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CIVR10(166-173).
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Harmanci, O.[Oztan], Haritaoglu, I.[Ismail],
Content Adaptive Hash Lookups for Near-Duplicate Image Search by Full or Partial Image Queries,
ICPR10(1582-1585).
IEEE DOI 1008
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Wang, J.J.[Jin-Jun], Yang, J.C.[Jian-Chao], Yu, K.[Kai], Lv, F.J.[Feng-Jun], Huang, T.S.[Thomas S.], Gong, Y.H.[Yi-Hong],
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CVPR10(3360-3367).
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Locality constrained linear coding instead of VQ coding in SPM. BibRef

Liu, X.B.[Xiao-Bai], Yan, S.C.[Shui-Cheng], Luo, J.B.[Jie-Bo], Tang, J.H.[Jin-Hui], Huango, Z.Y.[Zhong-Yang], Jin, H.[Hai],
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CVPR10(3320-3327).
IEEE DOI 1006
propogate labels in one image to others BibRef

Gengti, B.[Bo], Yang, L.J.[Lin-Jun], Xu, C.[Chao], Hua, X.S.[Xian-Sheng],
Content-aware Ranking for visual search,
CVPR10(3400-3407).
IEEE DOI 1006
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Wang, J.[Jun], Kumar, S.[Sanjiv], Chang, S.F.[Shih-Fu],
Semi-supervised hashing for scalable image retrieval,
CVPR10(3424-3431).
IEEE DOI 1006
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Zujovic, J.[Jana], Guleryuz, O.G.[Onur G.],
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ICIP09(1889-1892).
IEEE DOI 0911
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Zhao, Y.D.[You-Dong], Gong, H.F.[Hai-Feng], Jia, Y.D.[Yun-De],
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ACCV10(II: 254-267).
Springer DOI 1011
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Wang, Y.J.[Yan-Jie], Liu, X.B.[Xia-Bi], Jia, Y.D.[Yun-De],
Soft Measure of Visual Token Occurrences for Object Categorization,
CAIP09(774-782).
Springer DOI 0909
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Kobylinski, L.[Lukasz], Walczak, K.[Krzysztof],
Jumping Emerging Substrings in Image Classification,
CAIP09(732-739).
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Jouili, S.[Salim], Tabbone, S.A.[Salvatore A.],
A Hypergraph-Based Model for Graph Clustering: Application to Image Indexing,
CAIP09(360-368).
Springer DOI 0909
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Lee, D.C.[David C.], Ke, Q.F.[Qi-Fa], Isard, M.[Michael],
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ECCV10(I: 648-662).
Springer DOI 1009
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Wu, Z.[Zhong], Ke, Q.F.[Qi-Fa], Isard, M.[Michael], Sun, J.[Jian],
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CVPR09(25-32).
IEEE DOI 0906
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Chen, G.[Gang], Zhang, J.W.[Jian-Wen], Wang, F.[Fei], Zhang, C.S.[Chang-Shui], Gao, Y.[Yuli],
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CVPR09(1658-1665).
IEEE DOI 0906
Graph of correlations among categories. BibRef

He, D.[Daan], Gu, Z.M.[Zhen-Mei], Cercone, N.[Nick],
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ICIP09(225-228).
IEEE DOI 0911
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IASP09(172-175).
IEEE DOI 0904
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Yamaguchi, T.[Takuma], Maruyama, M.[Minoru],
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ICPR08(1-4).
IEEE DOI 0812
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El Shawi, R.[Radwa], He, X.J.[Xiang-Jian],
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IEEE DOI 0811
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Tile-based image visual codeword extraction for efficient indexing and retrieval,
ICPR08(1-4).
IEEE DOI 0812
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ISIVC16(331-336)
IEEE DOI 1704
Bayes methods BibRef

Sakji-Nsibi, S.[Sarra], Benazza-Benyahia, A.[Amel],
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ICIP09(253-256).
IEEE DOI 0911
BibRef
Earlier:
Multivariate indexing of multichannel images based on the copula theory,
IPTA08(1-6).
IEEE DOI 0811
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Greer, D.S.[Douglas S.], Tuceryan, M.[Mihran],
Image retrieval and classification using associative reciprocal-image attractors,
ICIP08(713-716).
IEEE DOI 0810
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Behmo, R.[Regis], Paragios, N.[Nikos], Prinet, V.[Veronique],
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CVPR08(1-8).
IEEE DOI 0806
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Chang, T.L.[Tien-Lung], Liu, T.L.[Tyng-Luh], Chuang, J.H.[Jen-Hui],
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CVPR08(1-8).
IEEE DOI 0806
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Zhou, J.[Jun], Robles-Kelly, A.[Antonio],
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CVPR08(1-8).
IEEE DOI 0806
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Huang, J.H.[Jyun-Hao], Zia, A., Zhou, J.[Jun], Robles-Kelly, A.,
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DICTA08(593-599).
IEEE DOI 0812
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Toharia, P.[Pablo], Robles, O.D.[Oscar D.], Rodríguez, Á.[Ángel], Pastor, L.[Luis],
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PSIVT07(944-957).
Springer DOI 0712
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Bauckhage, C.[Christian],
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ICIP08(985-988).
IEEE DOI 0810
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Bauckhage, C.[Christian],
Image Tagging Using PageRank over Bipartite Graphs,
DAGM08(xx-yy).
Springer DOI 0806
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Earlier:
Distance-Free Image Retrieval Based on Stochastic Diffusion over Bipartite Graphs,
BMVC07(xx-yy).
PDF File. 0709
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Wang, Y., Gong, S.,
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Iwamura, M., Nakai, T., Kise, K.,
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ICIP07(IV: 517-520).
IEEE DOI 0709
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Jeong, J.W.[Jin-Woo], Park, K.W.[Kyung-Wook], Lee, O.S.[Ouk-Seh], Lee, D.H.[Dong-Ho],
Automatic Extraction of Semantic Relationships from Images Using Ontologies and SVM Classifiers,
MCAM07(184-194).
Springer DOI 0706
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Cho, M.Y.[Mi-Young], Choi, C.[Chang], Kim, H.[Hanil], Shin, J.P.[Jung-Pil], Kim, P.[Pankoo],
Efficient Image Retrieval Using Conceptualization of Annotated Images,
MCAM07(426-433).
Springer DOI 0706
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Lin, Y.Y.[Yen-Yu], Liu, T.L.[Tyng-Luh], Fuh, C.S.[Chiou-Shann],
Local Ensemble Kernel Learning for Object Category Recognition,
CVPR07(1-8).
IEEE DOI 0706
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Xu, H.L.[Hong-Li], Xu, D.[De], Lin, E.[Enai],
An Applicable Hierarchical Clustering Algorithm for Content-Based Image Retrieval,
MIRAGE07(82-92).
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Kumar, S.[Sanjiv], Rowley, H.A.[Henry A.],
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ICCV07(1-8).
IEEE DOI 0710
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Talwalkar, A.[Ameet], Kumar, S.[Sanjiv], Rowley, H.A.[Henry A.],
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IEEE DOI 0806
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Yu, Z.H.[Zheng-Hua],
Image Categorization with Semi-Supervised Learning,
ICIP06(3173-3176).
IEEE DOI 0610
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Yang, M.[Mai], Qiu, G.P.[Guo-Ping], Huang, J.W.[Ji-Wu], Elliman, D.[Dave],
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ICPR06(II: 958-961).
IEEE DOI 0609
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Baek, S.Y.[Sunk-Young], Hwang, M.G.[Myung-Gwon], Cho, M.Y.[Mi-Young], Choi, C.[Chang], Kim, P.K.[Pan-Koo],
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CVHCI06(109-119).
Springer DOI 0605
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Daptardar, A.H.[Ajay H.], Storer, J.A.[James A.],
Content-Based Image Retrieval Via Vector Quantization,
ISVC05(502-509).
Springer DOI 0512
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Rodrigues, P.S.S., Giraldi, G.A., de Albuquerque Araújo, A.[Arnaldo],
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ICIP05(III: 1028-1031).
IEEE DOI 0512
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Taguchi, S., Omachi, S., Aso, H.,
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ICPR04(IV: 937-940).
IEEE DOI 0409
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Kimura, A., Kawanishi, T., Kashino, K.,
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IEEE DOI 0409
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Retrieval characteristics of an untrained holographic index for image databases,
ICIP03(II: 555-558).
IEEE DOI 0312
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Le Saux, B., Boujemaa, N.,
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ICPR02(I: 259-262).
IEEE DOI 0211
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Wong, H.C., Bern, M., Goldberg, D.,
An image signature for any kind of image,
ICIP02(I: 409-412).
IEEE DOI 0210
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Ye, M.[Ming], Bern, M., Goldberg, D.,
Document image matching and annotation lifting,
ICDAR01(753-760).
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Gramopadhye, A.K., Madhani, K.[Kartik],
Visual Search and Visual Lobe Size,
VF01(525 ff.).
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Araabi, B.N., Kehtarnavaz, N., Yeary, M., Hillman, G., Wursig, B.,
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Obdržálek, Š.[Štepán], Matas, J.G.[Jirí G.],
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CLOR06(83-104).
Springer DOI 0711
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Earlier:
Local Affine Frames for Image Retrieval,
CIVR02(318-327).
Springer DOI 0208
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And:
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BMVC02(Matching/Recognition). 0208

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CIVR02(328-337).
Springer DOI 0208
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de Alarcón, P.A.[Pedro A.], Pascual-Montano, A.D.[Alberto D.], Carazo, J.M.[José M.],
Spin Images and Neural Networks for Efficient Content-Based Retrieval in 3D Object Databases,
CIVR02(225-234).
Springer DOI 0208
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Cox, G.[Gregory], de Jager, G.[Gerhard],
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Springer DOI 0208
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Schaffalitzky, F., Zisserman, A.,
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ECCV02(I: 414 ff.).
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Gharavi-Alkhansari, M.,
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ICIP01(II: 713-716).
IEEE DOI 0108
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You, J., Dillon, T., Pissaloux, E.E.,
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ICIP01(II: 717-720).
IEEE DOI 0108
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Paek, S.Y.[Seung-Yu], Chang, S.F.[Shih-Fu],
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ICME00(TP10). 0007
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IEEE DOI 0008
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ICPR00(Vol III: 897-900).
IEEE DOI 0009
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Bradley, P.S., Fayyad, U.M., Reina, C.A.,
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IEEE DOI 0009
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Liu, W.,
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ICIP00(Vol III: 42-45).
IEEE DOI 0008
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Iyengar, G.,
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ICIP00(Vol I: 81-84).
IEEE DOI 0008
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Achard, C., Devars, J., Lacassagne, L.,
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IEEE DOI 0009
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ICPR00(Vol I: 1019-1022).
IEEE DOI 0009
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Dori, D.[Dov],
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IEEE DOI 0009
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Loupias, E.,
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ICIP00(Vol II: 518-521).
IEEE DOI 0008
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Lew, M.S.[Michael S.], Sebe, N.[Nick], Huijsmans, D.P.,
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IEEE DOI 9808
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Smeulders, A.W.M.,
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Chang, J.W.[Jae-Woo], Kim, Y.J.[Yeon-Jung], Jin, K.S.[Ki-Sung],
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Howe, N.R.,
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ICIP98(II: 799-802).
IEEE DOI 9810
BibRef

Lagendijk, R.L., Hanjalic, A., Ceccarelli, M., Soletic, M., Persoon, E.,
Visual search in a SMASH system,
ICIP96(III: 671-674).
IEEE DOI 9610
BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Database Indexing Using Bag of Words, Bag of Features .


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