19.4.4.4 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.
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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. 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
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Earlier: BMVC08(xx-yy).
PDF File. 0809
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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
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Brunelli, R., Mich, O.,
Histograms analysis for image retrieval,
PR(34), No. 8, August 2001, pp. 1625-1637.
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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.
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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.
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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.
WWW Link. 0412
BibRef
Earlier:
Content based image retrieval using optimum peano scan,
ICPR02(IV: 130-133).
IEEE DOI 0211
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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.
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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
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Liu, X.Z.[Xue-Zheng], Zhang, L.[Lei], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang], Wang, D.X.[Ding-Xing],
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PR(38), No. 6, June 2005, pp. 887-901.
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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).
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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
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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.[Yutao],
A novel fusion approach to content-based image retrieval,
PR(38), No. 12, December 2005, pp. 2449-2465.
WWW Link. 0510
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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
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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
BibRef

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.[Yutao],
Incorporating multiple SVMs for automatic image annotation,
PR(40), No. 2, February 2007, pp. 728-741.
WWW Link. 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.[Yutao], 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.
WWW Link. 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.
WWW Link. 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.
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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.
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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.
WWW Link. 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.
WWW Link. 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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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
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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.],
Apparatus and method for characterizing digital images using a two axis image sorting technique,
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
BibRef

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
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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
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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
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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.[Yuchi], 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.[Yuchi], 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.[Yuchi], 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
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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.[Yanyun], 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],
Sharing model with multi-level feature representations,
ICIP14(5931-5935)
IEEE DOI 1502
Animals BibRef

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Xu, H.T.[Hong-Tao], Zhou, X.D.[Xiang-Dong], Wang, M.[Mei], Xiang, Y.[Yu], Shi, B.[Baile],
Exploring Flickr's related tags for semantic annotation of web images,
CIVR09(Article No 46).
DOI Link 0907
BibRef

Foo, J.J.[Jun Jie], Zobel, J.[Justin], Sinha, R.[Ranjan], Tahaghoghi, S.M.M.,
Detection of near-duplicate images for web search,
CIVR07(557-564).
DOI Link 0707
BibRef

Li, P.[Piji], Ma, J.[Jun], Gao, S.[Shuai],
Learning to summarize web image and text mutually,
ICMR12(28).
DOI Link 1301
Mutual-Summarization. pure image space (PIS), pure text space, mixed BibRef

Li, P.[Piji], Zhang, L.[Lei], Ma, J.[Jun],
Dual-ranking for web image retrieval,
CIVR10(166-173).
DOI Link 1007
BibRef

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
BibRef

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],
Locality-constrained Linear Coding for image classification,
CVPR10(3360-3367).
IEEE DOI 1006
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],
Nonparametric Label-to-Region by search,
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
BibRef

Wang, J.[Jun], Kumar, S.[Sanjiv], Chang, S.F.[Shih-Fu],
Semi-supervised hashing for scalable image retrieval,
CVPR10(3424-3431).
IEEE DOI 1006
BibRef

Zujovic, J.[Jana], Guleryuz, O.G.[Onur G.],
Complexity regularized pattern matching,
ICIP09(1889-1892).
IEEE DOI 0911
BibRef

Zhao, Y.D.[You-Dong], Gong, H.F.[Hai-Feng], Jia, Y.D.[Yun-De],
Pursuing Atomic Video Words by Information Projection,
ACCV10(II: 254-267).
Springer DOI 1011
BibRef

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
BibRef

Kobylinski, L.[Lukasz], Walczak, K.[Krzysztof],
Jumping Emerging Substrings in Image Classification,
CAIP09(732-739).
Springer DOI 0909
Symbolic representation of image, compare the strings. BibRef

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
BibRef

Lee, D.C.[David C.], Ke, Q.F.[Qi-Fa], Isard, M.[Michael],
Partition Min-Hash for Partial Duplicate Image Discovery,
ECCV10(I: 648-662).
Springer DOI 1009
BibRef

Wu, Z.[Zhong], Ke, Q.F.[Qi-Fa], Isard, M.[Michael], Sun, J.[Jian],
Bundling features for large scale partial-duplicate web image search,
CVPR09(25-32).
IEEE DOI 0906
BibRef

Chen, G.[Gang], Zhang, J.W.[Jian-Wen], Wang, F.[Fei], Zhang, C.S.[Chang-Shui], Gao, Y.[Yuli],
Efficient multi-label classification with hypergraph regularization,
CVPR09(1658-1665).
IEEE DOI 0906
Graph of correlations among categories. BibRef

He, D.[Daan], Gu, Z.M.[Zhen-Mei], Cercone, N.[Nick],
Efficient image retrieval in DCT domain by hypothesis testing,
ICIP09(225-228).
IEEE DOI 0911
BibRef

Wan, S.H.[Shou-Hong], Jin, P.Q.[Pei-Quan], Yue, L.H.[Li-Hua],
An approach for image retrieval based on visual saliency,
IASP09(172-175).
IEEE DOI 0904
BibRef

Yamaguchi, T.[Takuma], Maruyama, M.[Minoru],
Image categorization by a classifier based on probabilistic topic model,
ICPR08(1-4).
IEEE DOI 0812
BibRef

El Shawi, R.[Radwa], He, X.J.[Xiang-Jian],
An efficient algorithm for image retrieval through fusion of two clustering approaches based on combined features,
IVCNZ08(1-6).
IEEE DOI 0811
BibRef

Zhang, Z.Y.[Zhi-Yong], Nasraoui, O.[Olfa],
Tile-based image visual codeword extraction for efficient indexing and retrieval,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Sakji-Nsibi, S.[Sarra], Benazza-Benyahia, A.[Amel],
Scalable region-based image retrieval system in the Wavelet Transform domain,
ISIVC16(331-336)
IEEE DOI 1704
Bayes methods BibRef

Sakji-Nsibi, S.[Sarra], Benazza-Benyahia, A.[Amel],
Copula-based statistical models for multicomponent image retrieval in the wavelet transform domain,
ICIP09(253-256).
IEEE DOI 0911
BibRef
Earlier:
Multivariate indexing of multichannel images based on the copula theory,
IPTA08(1-6).
IEEE DOI 0811
BibRef

Greer, D.S.[Douglas S.], Tuceryan, M.[Mihran],
Image retrieval and classification using associative reciprocal-image attractors,
ICIP08(713-716).
IEEE DOI 0810
BibRef

Behmo, R.[Regis], Paragios, N.[Nikos], Prinet, V.[Veronique],
Graph commute times for image representation,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Chang, T.L.[Tien-Lung], Liu, T.L.[Tyng-Luh], Chuang, J.H.[Jen-Hui],
Improving local learning for object categorization by exploring the effects of ranking,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Zhou, J.[Jun], Robles-Kelly, A.[Antonio],
A quasi-random sampling approach to image retrieval,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Huang, J.H.[Jyun-Hao], Zia, A., Zhou, J.[Jun], Robles-Kelly, A.,
Content-Based Image Retrieval via Subspace-Projected Salient Features,
DICTA08(593-599).
IEEE DOI 0812
BibRef

Toharia, P.[Pablo], Robles, O.D.[Oscar D.], Rodríguez, Á.[Ángel], Pastor, L.[Luis],
A Study of Zernike Invariants for Content-Based Image Retrieval,
PSIVT07(944-957).
Springer DOI 0712
BibRef

Bauckhage, C.[Christian],
Integral correlograms and probabilistic diffusion for image tagging,
ICIP08(985-988).
IEEE DOI 0810
BibRef

Bauckhage, C.[Christian],
Image Tagging Using PageRank over Bipartite Graphs,
DAGM08(xx-yy).
Springer DOI 0806
BibRef
Earlier:
Distance-Free Image Retrieval Based on Stochastic Diffusion over Bipartite Graphs,
BMVC07(xx-yy).
PDF File. 0709
BibRef

Wang, Y., Gong, S.,
Conditional Random Field for Natural Scene Categorization,
BMVC07(xx-yy).
PDF File. 0709
BibRef

Iwamura, M., Nakai, T., Kise, K.,
Improvement of Retrieval Speed and Required Amount of Memory for Geometric Hashing by Combining Local Invariants,
BMVC07(xx-yy).
PDF File. 0709
BibRef

Kise, K., Noguchi, K., Iwamura, M.,
Simple Representation and Approximate Search of Feature Vectors for Large-Scale Object Recognition,
BMVC07(xx-yy).
PDF File. 0709
BibRef

Zhang, X.Y.[Xiao-Yu], Cheng, J.[Jian], Lu, H.Q.[Han-Qing], Ma, S.D.[Song-De],
Weighted Co-SVM for Image Retrieval with MVB Strategy,
ICIP07(IV: 517-520).
IEEE DOI 0709
BibRef

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
BibRef

Cho, M.Y.[Mi-Young], Choi, C.[Chang], Kim, H.[Hanil], Shin, J.[Jungpil], Kim, P.[Pankoo],
Efficient Image Retrieval Using Conceptualization of Annotated Images,
MCAM07(426-433).
Springer DOI 0706
BibRef

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
BibRef

Xu, H.L.[Hong-Li], Xu, D.[De], Lin, E.[Enai],
An Applicable Hierarchical Clustering Algorithm for Content-Based Image Retrieval,
MIRAGE07(82-92).
Springer DOI 0703
BibRef

Kumar, S.[Sanjiv], Rowley, H.A.[Henry A.],
Classification of Weakly-Labeled Data with Partial Equivalence Relations,
ICCV07(1-8).
IEEE DOI 0710
BibRef

Talwalkar, A.[Ameet], Kumar, S.[Sanjiv], Rowley, H.A.[Henry A.],
Large-scale manifold learning,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Yu, Z.H.[Zheng-Hua],
Image Categorization with Semi-Supervised Learning,
ICIP06(3173-3176).
IEEE DOI 0610
BibRef

Yang, M.[Mai], Qiu, G.P.[Guo-Ping], Huang, J.W.[Ji-Wu], Elliman, D.[Dave],
Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids,
ICPR06(II: 958-961).
IEEE DOI 0609
BibRef

Baek, S.Y.[Sunk-Young], Hwang, M.G.[Myung-Gwon], Cho, M.Y.[Mi-Young], Choi, C.[Chang], Kim, P.K.[Pan-Koo],
Object Retrieval by Query with Sensibility Based on the KANSEI-Vocabulary Scale,
CVHCI06(109-119).
Springer DOI 0605
BibRef

Daptardar, A.H.[Ajay H.], Storer, J.A.[James A.],
Content-Based Image Retrieval Via Vector Quantization,
ISVC05(502-509).
Springer DOI 0512
BibRef

Rodrigues, P.S.S., Giraldi, G.A., de Albuquerque Araújo, A.[Arnaldo],
Using Tsallis Entropy into a Bayesian Network for CBIR,
ICIP05(III: 1028-1031).
IEEE DOI 0512
BibRef

Taguchi, S., Omachi, S., Aso, H.,
Fast visual search using simplified pruning rules: Streamlined Active Search,
ICPR04(IV: 937-940).
IEEE DOI 0409
BibRef

Kimura, A., Kawanishi, T., Kashino, K.,
Acceleration of similarity-based partial image retrieval using multistage vector quantization,
ICPR04(II: 993-996).
IEEE DOI 0409
BibRef

Gopalan, R.P., Hendra, Y.,
Retrieval characteristics of an untrained holographic index for image databases,
ICIP03(II: 555-558).
IEEE DOI 0312
BibRef

Le Saux, B., Boujemaa, N.,
Unsupervised robust clustering for image database categorization,
ICPR02(I: 259-262).
IEEE DOI 0211
BibRef

Wong, H.C., Bern, M., Goldberg, D.,
An image signature for any kind of image,
ICIP02(I: 409-412).
IEEE DOI 0210
BibRef

Ye, M.[Ming], Bern, M., Goldberg, D.,
Document image matching and annotation lifting,
ICDAR01(753-760).
IEEE DOI 0109
BibRef

Gramopadhye, A.K., Madhani, K.[Kartik],
Visual Search and Visual Lobe Size,
VF01(525 ff.).
Springer DOI 0209
Visual search problems -- indexing. BibRef

Araabi, B.N., Kehtarnavaz, N., Yeary, M., Hillman, G., Wursig, B.,
Locating an affine/projective invariant identifier patch on an image,
Southwest02(121-125).
IEEE Top Reference. 0208
For recognition, locate invariant area. BibRef

Obdržálek, Š.[Štepán], Matas, J.G.[Jirí G.],
Object Recognition Using Local Affine Frames on Maximally Stable Extremal Regions,
CLOR06(83-104).
Springer DOI 0711
BibRef
Earlier:
Local Affine Frames for Image Retrieval,
CIVR02(318-327).
Springer DOI 0208
BibRef
And:
Object Recognition using Local Affine Frames on Distinguished Regions,
BMVC02(Matching/Recognition). 0208
See also Local affine frames for wide-baseline stereo. BibRef

Park, G.[Gunhan], Baek, Y.[Yunju], Lee, H.K.[Heung-Kyu],
A Ranking Algorithm Using Dynamic Clustering for Content-Based Image Retrieval,
CIVR02(328-337).
Springer DOI 0208
BibRef

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
BibRef

Cox, G.[Gregory], de Jager, G.[Gerhard],
A Linear Image-Pair Model and the Associated Hypothesis Test for Matching,
CIVR02(61-69).
Springer DOI 0208
BibRef

Schaffalitzky, F., Zisserman, A.,
Multi-view Matching for Unordered Image Sets, or 'How Do I Organize My Holiday Snaps?',
ECCV02(I: 414 ff.).
Springer DOI 0205
See also Automated location matching in movies. BibRef

Gharavi-Alkhansari, M.,
A Fast Full-search Equivalent Algorithm Using Energy Compacting Transforms,
ICIP01(II: 713-716).
IEEE DOI 0108
BibRef

You, J., Dillon, T., Pissaloux, E.E.,
Feature Guide: a Statistically Based Feature Selection Scheme,
ICIP01(II: 717-720).
IEEE DOI 0108
BibRef

Paek, S.Y.[Seung-Yu], Chang, S.F.[Shih-Fu],
A Knowledge Engineering Approach for Image Classification Based on Probabilistic Reasoning Systems,
ICME00(TP10). 0007
BibRef
And:
Experiments in Constructing Belief Networks for Image Classification Systems,
ICIP00(Vol III: 46-49).
IEEE DOI 0008
BibRef

Xiong, X.J.[Xue-Jian], Chan, K.L.[Kap Luk],
Towards an Unsupervised Optimal Fuzzy Clustering Algorithm for Image Database Organization,
ICPR00(Vol III: 897-900).
IEEE DOI 0009
BibRef

Bradley, P.S., Fayyad, U.M., Reina, C.A.,
Clustering Very Large Databases Using EM Mixture Models,
ICPR00(Vol II: 76-80).
IEEE DOI 0009
BibRef

Liu, W.,
A Hierarchical Characterization Scheme for Image Retrieval,
ICIP00(Vol III: 42-45).
IEEE DOI 0008
BibRef

Iyengar, G.,
Distributional Clustering for Efficient Content-based Retrieval of Images and Video,
ICIP00(Vol I: 81-84).
IEEE DOI 0008
BibRef

Achard, C., Devars, J., Lacassagne, L.,
Object Image Retrieval with Image Compactness Vectors,
ICPR00(Vol IV: 271-274).
IEEE DOI 0009
BibRef

Bigorgne, E.[Erwan], Achard, C.[Catherine], Devars, J.[Jean],
An Invariant Local Vector for Content-based Image Retrieval,
ICPR00(Vol I: 1019-1022).
IEEE DOI 0009
BibRef

Dori, D.[Dov],
Cognitive Image Retrieval,
ICPR00(Vol I: 42-45).
IEEE DOI 0009
BibRef

Loupias, E.,
Wavelet-based Salient Points for Image Retrieval,
ICIP00(Vol II: 518-521).
IEEE DOI 0008
BibRef

Lew, M.S.[Michael S.], Sebe, N.[Nick], Huijsmans, D.P.,
Which Ranking Metric is Optimal? With Applications in Image Retrieval and Stereo Matching,
ICPR98(Vol I: 265-271).
IEEE DOI 9808
BibRef

Smeulders, A.W.M.,
Invariance in content-based image retrieval,
ICME00(TAS3). 0007
BibRef

Chang, J.W.[Jae-Woo], Kim, Y.J.[Yeon-Jung], Jin, K.S.[Ki-Sung],
Spatial Match Representation and Retrieval for Supporting Ranking in Iconic Image Databases,
ICME00(MP5). 0007
BibRef

Howe, N.R.,
Percentile blobs for image similarity,
CBAIVL98(78-83).
IEEE Top Reference. 0208
BibRef

Chen, T.[Tao], Chen, L.H.[Li-Hui], Ma, K.K.[Kai-Kuang],
ROI-oriented image query and indexing for content-based retrieval,
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:Nov 11, 2017 at 13:31:57