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
WWW Link. Store sub blocks BibRef 8902

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
BibRef

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
BibRef

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
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.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
BibRef

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.],
Similarity Matching in Computer Vision and Multimedia,
CVIU(110), No. 3, June 2008, pp. 309-311.
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
BibRef

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
WWW Link. BibRef 0706

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
BibRef

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
BibRef

Vasconcelos, N.M., Vasconcelos, M.,
Scalable discriminant feature selection for image retrieval and recognition,
CVPR04(II: 770-775).
IEEE DOI 0408
BibRef

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
BibRef

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.
WWW Link. 0907
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],
Natural Scene Classification Based on Integrated Topic Simplex,
IEICE(E92-D), No. 9, September 2009, pp. 1811-1814.
WWW Link. 0910
BibRef

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
BibRef

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],
Embedding spatial information into image content description for scene retrieval,
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
BibRef

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

Ali, M.M.[Mayada M.], Fayek, M.B.[Magda B.], Hemayed, E.E.[Elsayed E.],
Human-inspired features for natural scene classification,
PRL(34), No. 13, 2013, pp. 1525-1530.
Elsevier DOI 1308
Dominant color; Roughness; Openness. Scene classification. Different features for natural and man-made scenes. BibRef

Mensink, T.[Thomas], Verbeek, J.[Jakob], Perronnin, F.[Florent], Csurka, G.[Gabriela],
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost,
PAMI(35), No. 11, 2013, pp. 2624-2637.
IEEE DOI 1309
BibRef
Earlier:
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost,
ECCV12(II: 488-501).
Springer DOI 1210
Metric learning
See also Image Classification with the Fisher Vector: Theory and Practice. BibRef

Akata, Z.[Zeynep], Perronnin, F.[Florent], Harchaoui, Z.[Zaid], Schmid, C.[Cordelia],
Good Practice in Large-Scale Learning for Image Classification,
PAMI(36), No. 3, March 2014, pp. 507-520.
IEEE DOI 1403
BibRef
Earlier: A2, A1, A3, A4:
Towards good practice in large-scale learning for image classification,
CVPR12(3482-3489).
IEEE DOI 1208
gradient methods
See also Label-Embedding for Image Classification. BibRef

Tiakas, E., Rafailidis, D.[Dimitrios], Dimou, A., Daras, P.[Petros],
MSIDX: Multi-Sort Indexing for Efficient Content-Based Image Search and Retrieval,
MultMed(15), No. 6, 2013, pp. 1415-1430.
IEEE DOI 1309
Accuracy BibRef

Semertzidis, T.[Theodoros], Rafailidis, D.[Dimitrios], Strintzis, M.G.[Michael Gerassimos], Daras, P.[Petros],
The influence of image descriptors' dimensions' value cardinalities on large-scale similarity search,
MultInfoRetr(4), No. 3, September 2015, pp. 187-204.
Springer DOI 1508
BibRef

Rafailidis, D.[Dimitrios],
Supervised Hashing Based on the Dimensions: Value Cardinalities of Image Descriptors,
SPLetters(23), No. 10, October 2016, pp. 1479-1483.
IEEE DOI 1610
binary codes BibRef

Romberg, S.[Stefan], Lienhart, R.[Rainer],
Bundle min-Hashing,
MultInfoRetr(2), No. 4, November 2013, pp. 243-259.
Springer DOI 1310
Feature bundling. BibRef

Farhadi, A.[Ali], Sadeghi, M.A.[Mohammad Amin],
Phrasal Recognition,
PAMI(35), No. 12, 2013, pp. 2854-2865.
IEEE DOI 1311
BibRef
Earlier: A2, A1:
Recognition using visual phrases,
CVPR11(1745-1752).
IEEE DOI 1106
Award, CVPR, Student. Complexity theory BibRef

Hejrati, M.[Mohsen], Ramanan, D.[Deva],
Categorizing cubes: Revisiting pose normalization,
WACV16(1-9)
IEEE DOI 1606
BibRef
And:
Analysis by Synthesis: 3D Object Recognition by Object Reconstruction,
CVPR14(2449-2456)
IEEE DOI 1409
BibRef

Farhadi, A.[Ali], Hejrati, M.[Mohsen], Sadeghi, M.A.[Mohammad Amin], Young, P.[Peter], Rashtchian, C.[Cyrus], Hockenmaier, J.[Julia], Forsyth, D.A.[David A.],
Every Picture Tells a Story: Generating Sentences from Images,
ECCV10(IV: 15-29).
Springer DOI 1009
Link an image to text that describes it. Or find images that relate to a sentence. BibRef

Liao, Z.C.[Zi-Cheng], Farhadi, A.[Ali], Wang, Y.[Yang], Endres, I.[Ian], Forsyth, D.A.[David A.],
Building a dictionary of image fragments,
CVPR12(3442-3449).
IEEE DOI 1208
BibRef

Endres, I.[Ian], Farhadi, A.[Ali], Hoiem, D.[Derek], Forsyth, D.A.[David A.],
The benefits and challenges of collecting richer object annotations,
ACVHL10(1-8).
IEEE DOI 1006
BibRef
And: A2, A1, A3, A4:
Describing objects by their attributes,
CVPR09(1778-1785).
IEEE DOI 0906
To provide more annotations may help, but introduces more difficulties in assembling the data. BibRef

Endres, I.[Ian], Hoiem, D.[Derek],
Category-Independent Object Proposals with Diverse Ranking,
PAMI(36), No. 2, February 2014, pp. 222-234.
IEEE DOI 1412
BibRef
Earlier:
Category Independent Object Proposals,
ECCV10(V: 575-588).
Springer DOI 1009
graph theory BibRef

Wang, G.[Gang], Hoiem, D.[Derek], Forsyth, D.A.[David A.],
Building text features for object image classification,
CVPR09(1367-1374).
IEEE DOI 0906
Features from dataset with tags. Assign tags from k-nearest neighbors. BibRef

Hoai, M.[Minh], Torresani, L.[Lorenzo], de la Torre, F.[Fernando], Rother, C.[Carsten],
Learning discriminative localization from weakly labeled data,
PR(47), No. 3, 2014, pp. 1523-1534.
Elsevier DOI 1312
Discriminative discovery BibRef

Nguyen, M.H.[Minh Hoai], Torresani, L.[Lorenzo], de la Torre, F.[Fernando], Rother, C.[Carsten],
Weakly supervised discriminative localization and classification: A joint learning process,
ICCV09(1925-1932).
IEEE DOI 0909
BibRef
And: CMU-RI-TR-09-30, July, 2009.
WWW Link. Subwindow classifiers. BibRef

Bergamo, A.[Alessandro], Torresani, L.[Lorenzo],
Classemes and Other Classifier-Based Features for Efficient Object Categorization,
PAMI(36), No. 10, October 2014, pp. 1988-2001.
IEEE DOI 1410
BibRef
Earlier:
Meta-class features for large-scale object categorization on a budget,
CVPR12(3085-3092).
IEEE DOI 1208
image classification BibRef

Masci, J., Bronstein, M.M., Bronstein, A.M., Schmidhuber, J.,
Multimodal Similarity-Preserving Hashing,
PAMI(36), No. 4, April 2014, pp. 824-830.
IEEE DOI 1404
Databases. Hashing for indexing. Multi-modal data. BibRef

Norouzi, M.[Mohammad], Punjani, A.[Ali], Fleet, D.J.[David J.],
Fast Exact Search in Hamming Space With Multi-Index Hashing,
PAMI(36), No. 6, June 2014, pp. 1107-1119.
IEEE DOI 1406
BibRef
Earlier:
Fast search in Hamming space with multi-index hashing,
CVPR12(3108-3115).
IEEE DOI 1208
Algorithm design and analysis BibRef

Lin, L.[Liang], Luo, P.[Ping], Chen, X.W.[Xiao-Wu], Zeng, K.[Kun],
Representing and recognizing objects with massive local image patches,
PR(45), No. 1, 2012, pp. 231-240.
Elsevier DOI 1410
Object recognition BibRef

Chen, X.W.[Xiao-Wu], Zhao, D.Y.[Dong-Yue], Zhao, Y.B.[Yi-Biao], Lin, L.[Liang],
Accurate semantic image labeling by fast Geodesic Propagation,
ICIP09(4021-4024).
IEEE DOI 0911
mean-shift for initial. combine color and boundary. BibRef

Luo, Q.J.[Qing-Jun], Zhang, S.L.[Shi-Liang], Huang, T.J.[Tie-Jun], Gao, W.[Wen], Tian, Q.[Qi],
Indexing heterogeneous features with superimages,
MultInfoRetr(3), No. 4, November 2014, pp. 245-257.
Springer DOI 1411
off-line indexing for later retrieval BibRef

Han, J.W.[Jun-Wei], McKenna, S.J.[Stephen James],
Query-dependent metric learning for adaptive, content-based image browsing and retrieval,
IET-IPR(8), No. 10, October 2014, pp. 610-618.
DOI Link 1411
feedback BibRef

Wang, R.X.[Rui-Xuan], McKenna, S.J.[Stephen J.], Han, J.W.[Jun-Wei],
High-entropy layouts for content-based browsing and retrieval,
CIVR09(Article No 16).
DOI Link 0907
BibRef

Wang, R.X.[Rui-Xuan], McKenna, S.J.[Stephen James],
Gaussian Process Learning from Order Relationships Using Expectation Propagation,
ICPR10(605-608).
IEEE DOI 1008
BibRef

Lu, Z.W.[Zhi-Wu], Han, P.[Peng], Wang, L.W.[Li-Wei], Wen, J.R.[Ji-Rong],
Semantic Sparse Recoding of Visual Content for Image Applications,
IP(24), No. 1, January 2015, pp. 176-188.
IEEE DOI 1502
image classification BibRef

Yang, X.S.[Xiao-Shan], Zhang, T.Z.[Tian-Zhu], Xu, C.S.[Chang-Sheng],
Cross-Domain Feature Learning in Multimedia,
MultMed(17), No. 1, January 2015, pp. 64-78.
IEEE DOI 1502
learning (artificial intelligence) Cross modality features. BibRef

Zhu, J.Y.[Jun-Yan], Wu, J.J.[Jia-Jun], Xu, Y., Chang, E.[Eric], Tu, Z.W.[Zhuo-Wen],
Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning,
PAMI(37), No. 4, April 2015, pp. 862-875.
IEEE DOI 1503
Algorithm design and analysis BibRef
Earlier: A1, A2, A4, A5: and A3: Wei, Y.C.[Yi-Chen], CVPR12(3218-3225).
IEEE DOI 1208
Object class from image. BibRef

Wang, X.G.[Xing-Gang], Zhang, Z.D.[Zheng-Dong], Ma, Y.[Yi], Bai, X.[Xiang], Liu, W.Y.[Wen-Yu], Tu, Z.W.[Zhuo-Wen],
One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery,
ACCV12(I:246-258).
Springer DOI 1304

See also Learning Multi-Instance Deep Discriminative Patterns for Image Classification. BibRef

Li, Q.N.[Quan-Nan], Wu, J.J.[Jia-Jun], Tu, Z.W.[Zhuo-Wen],
Harvesting Mid-level Visual Concepts from Large-Scale Internet Images,
CVPR13(851-858)
IEEE DOI 1309
BibRef

Zhang, S.T.[Shao-Ting], Yang, M.[Ming], Cour, T.[Timothee], Yu, K.[Kai], Metaxas, D.N.[Dimitris N.],
Query Specific Rank Fusion for Image Retrieval,
PAMI(37), No. 4, April 2015, pp. 803-815.
IEEE DOI 1503
BibRef
Earlier:
Query Specific Fusion for Image Retrieval,
ECCV12(II: 660-673).
Springer DOI 1210
BibRef

Wu, X.M.[Xiao-Meng], Kashino, K.[Kunio],
Second-Order Configuration of Local Features for Geometrically Stable Image Matching and Retrieval,
CirSysVideo(25), No. 8, August 2015, pp. 1395-1408.
IEEE DOI 1508
BibRef
And:
Robust Spatial Matching as Ensemble of Weak Geometric Relations,
BMVC15(xx-yy).
DOI Link 1601
BibRef
Earlier:
Image Retrieval Based on Anisotropic Scaling and Shearing Invariant Geometric Coherence,
ICPR14(3951-3956)
IEEE DOI 1412
Adaptation models. Coherence BibRef

Wu, X.M.[Xiao-Meng], Irie, G., Hiramatsu, K., Kashino, K.[Kunio],
Weighted Generalized Mean Pooling for Deep Image Retrieval,
ICIP18(495-499)
IEEE DOI 1809
Tensile stress, Image retrieval, Training, Visualization, Task analysis, weighted generalized mean BibRef

Wu, X.M.[Xiao-Meng], Kashino, K.[Kunio],
Adaptive Dither Voting for Robust Spatial Verification,
ICCV15(1877-1885)
IEEE DOI 1602
Feature extraction BibRef

Wu, X.M.[Xiao-Meng], Hiramatsu, K.[Kaoru], Kashino, K.[Kunio],
Label Propagation with Ensemble of Pairwise Geometric Relations: Towards Robust Large-Scale Retrieval of Object Instances,
IJCV(126), No. 7, July 2018, pp. 689-713.
Springer DOI 1806
Ensemble of pAirwise GEometric Relations (EAGER). BibRef

Das, R.[Rik], Thepade, S.[Sudeep], Ghosh, S.[Saurav],
Framework for Content-Based Image Identification with Standardized Multiview Features,
ETRI(38), No. 1, February 2016, pp. 174-184.
DOI Link 1602
4 techniques for multi-view features. BibRef

Das, R.[Rik], Thepade, S.[Sudeep], Ghosh, S.[Saurav],
Novel feature extraction technique for content-based image recognition with query classification,
IJCVR(7), No. 1/2, 2017, pp. 123-147.
DOI Link 1701
BibRef

Shaila, S.G., Vadivel, A.,
Indexing and encoding based image feature representation with bin overlapped similarity measure for CBIR applications,
JVCIR(36), No. 1, 2016, pp. 40-55.
Elsevier DOI 1603
Indexing BibRef

Zhao, M.[Meng], Zhang, H.X.[Hua-Xiang], Sun, J.D.[Jian-De],
A novel image retrieval method based on multi-trend structure descriptor,
JVCIR(38), No. 1, 2016, pp. 73-81.
Elsevier DOI 1605
Multi-Trend Structure Descriptor (MTSD). color, edge orientation and intensity map. BibRef

Gao, Z.N.[Zhan-Ning], Xue, J.R.[Jian-Ru], Zhou, W.G.[Wen-Gang], Pang, S.M.[Shan-Min], Tian, Q.[Qi],
Democratic Diffusion Aggregation for Image Retrieval,
MultMed(18), No. 8, August 2016, pp. 1661-1674.
IEEE DOI 1608
content-based retrieval BibRef

Yang, B.[Bo], Shang, X.Q.[Xue-Qun], Pang, S.M.[Shan-Min],
Isometric hashing for image retrieval,
SP:IC(59), No. 1, 2017, pp. 117-130.
Elsevier DOI 1711
Binary codes BibRef

Chen, J.[Jun], Wang, Y.[Yong], Luo, L.[Linbo], Yu, J.G.[Jin-Gang], Ma, J.[Jiayi],
Image retrieval based on image-to-class similarity,
PRL(83, Part 3), No. 1, 2016, pp. 379-387.
Elsevier DOI 1609
Image retrieval BibRef

Srivastava, P.[Prashant], Khare, A.[Ashish],
Integration of wavelet transform, Local Binary Patterns and moments for content-based image retrieval,
JVCIR(42), No. 1, 2017, pp. 78-103.
Elsevier DOI 1701
Image retrieval BibRef

Srivastava, P.[Prashant], Khare, A.[Ashish],
Content-based image retrieval using multiresolution speeded-up robust feature,
IJCVR(8), No. 4, 2018, pp. 375-387.
DOI Link 1808
BibRef

Zhang, X.[Xiang], Ma, S.W.[Si-Wei], Wang, S.Q.[Shi-Qi], Zhang, X.F.[Xin-Feng], Sun, H.F.[Hui-Fang], Gao, W.[Wen],
A Joint Compression Scheme of Video Feature Descriptors and Visual Content,
IP(26), No. 2, February 2017, pp. 633-647.
IEEE DOI 1702
Compression of feature descriptors. image matching BibRef

Ma, L.[Lei], Li, H.L.[Hong-Liang], Meng, F.M.[Fan-Man], Wu, Q.B.[Qing-Bo], Xu, L.F.[Lin-Feng],
Manifold-ranking embedded order preserving hashing for image semantic retrieval,
JVCIR(44), No. 1, 2017, pp. 29-39.
Elsevier DOI 1703
Manifold ranking BibRef

Song, T.C.[Tie-Cheng], Cai, J.F.[Jian-Fei], Zhang, T.Q.[Tian-Qi], Gao, C.Q.[Chen-Qiang], Meng, F.M.[Fan-Man], Wu, Q.B.[Qing-Bo],
Semi-supervised manifold-embedded hashing with joint feature representation and classifier learning,
PR(68), No. 1, 2017, pp. 99-110.
Elsevier DOI 1704
Hashing BibRef

Irie, G.[Go], Arai, H.[Hiroyuki], Taniguchi, Y.[Yukinobu],
Multimodal Learning of Geometry-Preserving Binary Codes for Semantic Image Retrieval,
IEICE(E100-D), No. 4, April 2017, pp. 600-609.
WWW Link. 1704
BibRef

Gordo, A.[Albert], Almazán, J.[Jon], Revaud, J.[Jerome], Larlus, D.[Diane],
End-to-End Learning of Deep Visual Representations for Image Retrieval,
IJCV(124), No. 2, September 2017, pp. 237-254.
Springer DOI 1708
BibRef
Earlier:
Deep Image Retrieval: Learning Global Representations for Image Search,
ECCV16(VI: 241-257).
Springer DOI 1611
representation for each image by aggregating many region-wise descriptors BibRef

Gordo, A.[Albert], Larlus, D.[Diane],
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval,
CVPR17(5272-5281)
IEEE DOI 1711
Feature extraction, Image retrieval, Semantics, Training, Visual databases, Visualization BibRef

Liu, P., Guo, J.M., Wu, C.Y., Cai, D.,
Fusion of Deep Learning and Compressed Domain Features for Content-Based Image Retrieval,
IP(26), No. 12, December 2017, pp. 5706-5717.
IEEE DOI 1710
image colour analysis, image retrieval, image texture, average precision rate, average recall rate, two-layer codebook features, vector quantization, BibRef

Yoshida, Y.[Yuichi], Toyofuku, T.[Tsuyoshi],
Image Retrieval Framework Based on Dual Representation Descriptor,
IEICE(E100-D), No. 10, October 2017, pp. 2605-2613.
WWW Link. 1710
BibRef

Karine, A.[Ayoub], El Maliani, A.D.[Ahmed Drissi], El Hassouni, M.[Mohammed],
A novel statistical model for content-based stereo image retrieval in the complex wavelet domain,
JVCIR(50), No. 1, 2018, pp. 27-39.
Elsevier DOI 1712
Non-Gaussian distribution, Jeffrey divergence, Feature extraction. Content-based stereo image retrieval. Both the pair and disparity map. BibRef

Wang, L.T.[Lian-Tao], Li, Q.W.[Qing-Wu], Lu, J.F.[Jian-Feng], Wang, Q.[Qiong],
Non-concept density estimation via kernel regression for concept ranking in weakly labelled data,
IET-CV(12), No. 1, February 2018, pp. 104-109.
DOI Link 1801
For oversegmented data. BibRef

Wang, L.T.[Lian-Tao], Li, Q.W.[Qing-Wu], Lu, J.F.[Jian-Feng],
Weakly supervised segment annotation via expectation kernel density estimation,
IET-CV(13), No. 4, June 2019, pp. 435-441.
DOI Link 1906
BibRef

Tzelepi, M.[Maria], Tefas, A.[Anastasios],
Deep convolutional image retrieval: A general framework,
SP:IC(63), 2018, pp. 30-43.
Elsevier DOI 1804
BibRef
Earlier:
Exploiting supervised learning for finetuning deep CNNs in content based image retrieval,
ICPR16(2918-2923)
IEEE DOI 1705
Content based image retrieval, Convolutional neural networks, Deep learning, Query expansion. Adaptation models, Face recognition, Feature extraction, Image recognition, Image representation, Image retrieval, Training BibRef

Passalis, N.[Nikolaos], Iosifidis, A.[Alexandros], Gabbouj, M.[Moncef], Tefas, A.[Anastasios],
Variance-preserving deep metric learning for content-based image retrieval,
PRL(131), 2020, pp. 8-14.
Elsevier DOI 2004
Metric learning, Content-based information retrieval, Deep learning BibRef

Gao, Z.M.[Zhi-Min], Wang, L.[Lei], Zhou, L.P.[Lu-Ping],
A Probabilistic Approach to Cross-Region Matching-Based Image Retrieval,
IP(28), No. 3, March 2019, pp. 1191-1204.
IEEE DOI 1812
feature extraction, image matching, image representation, image retrieval, learning (artificial intelligence), BibRef

Comor, I.[Ian], Zhao, Y.[Yan], Gao, Z.M.[Zhi-Min], Zhou, L.P.[Lu-Ping], Wang, L.[Lei],
Image Descriptors from ConvNets: Comparing Global Pooling Methods for Image Retrieval,
DICTA16(1-8)
IEEE DOI 1701
Context. Retrieval pipeline. BibRef

Zhao, Y.[Yan], Wang, L.[Lei], Gao, Z.M.[Zhi-Min], Comor, I.[Ian], Zhang, W.C.[Wei-Chen], Zhou, L.P.[Lu-Ping],
Semi-Supervised Weight Learning for the Spatial Search Method in ConvNet-Based Image Retrieval,
DICTA16(1-8)
IEEE DOI 1701
Feature extraction BibRef

Rana, S.P.[Soumya Prakash], Dey, M.[Maitreyee], Siarry, P.[Patrick],
Boosting content based image retrieval performance through integration of parametric and nonparametric approaches,
JVCIR(58), 2019, pp. 205-219.
Elsevier DOI 1901
Use color and shape features with nonparametric texture features. CBIR, Color moments, Ranklet transform, Nonparametric statistics, Moment invariants, Hypothesis test BibRef

Imbriaco, R.[Raffaele], Sebastian, C.[Clint], Bondarev, E.[Egor], de With, P.H.N.[Peter H. N.],
Aggregated Deep Local Features for Remote Sensing Image Retrieval,
RS(11), No. 5, 2019, pp. xx-yy.
DOI Link 1903
BibRef

Zhang, Z., Xie, Y., Zhang, W., Tian, Q.,
Effective Image Retrieval via Multilinear Multi-Index Fusion,
MultMed(21), No. 11, November 2019, pp. 2878-2890.
IEEE DOI 1911
Visualization, Image representation, Optimization, Buildings, Indexing, Image retrieval, multi-index fusion, tensor multi-rank, person re-identification BibRef

Niu, D.M.[Dong-Mei], Zhao, X.Y.[Xiu-Yang], Lin, X.[Xue], Zhang, C.M.[Cai-Ming],
A novel image retrieval method based on multi-features fusion,
SP:IC(87), 2020, pp. 115911.
Elsevier DOI 2007
Image retrieval, Image description, Image comparison, Modified MSD, Uniform LBP histogram, Weighted adjacent structure BibRef

Pradhan, J.[Jitesh], Ajad, A.[Ashok], Pal, A.K.[Arup Kumar], Banka, H.[Haider],
Multi-level colored directional motif histograms for content-based image retrieval,
VC(36), No. 9, September 2020, pp. 1847-1868.
Springer DOI 2008
BibRef

Li, Y.[Ying], Kong, X.W.[Xiang-Wei], Fu, H.Y.[Hai-Yan], Tian, Q.[Qi],
Node-Sensitive Graph Fusion via Topo-Correlation for Image Retrieval,
CirSysVideo(30), No. 10, October 2020, pp. 3777-3787.
IEEE DOI 2010
Image retrieval, Correlation, Manifolds, Image edge detection, Computational complexity, Indexes, Feature fusion, image retrieval, graph diffusion BibRef

Chen, X.J.[Xiao-Jun], Ye, Y.Z.[Yu-Zhong], Wu, Q.Y.[Qing-Yao], Nie, F.P.[Fei-Ping],
Fast Manifold Ranking With Local Bipartite Graph,
IP(30), 2021, pp. 6744-6756.
IEEE DOI 2108
Manifolds, Bipartite graph, Iterative methods, Feature extraction, Time complexity, Symmetric matrices, Closed-form solutions, large-scale data BibRef

Kumar, G.V.S.[Gangavarapu Venkata Satya], Mohan, P.G.K.[Pillutla Gopala Krishna],
Enhanced Content-Based Image Retrieval Using Information Oriented Angle-Based Local Tri-Directional Weber Patterns,
IJIG(21), No. 4, October 2021 2021, pp. 2150046.
DOI Link 2110
BibRef

Kumar, G.V.S.[Gangavarapu Venkata Satya], Mohan, P.G.K.[P. G. Krishna],
Improved Content Based Image Retrieval Process Based on Deep Convolutional Neural Network and Salp Swarm Algorithm,
IJIG(22), No. 5 2022, pp. 2250047.
DOI Link 2212
BibRef

Hamroun, M.[Mohamed], Tamine, K.[Karim], Claux, F.[Frederic], Zribi, M.[Mourad],
A New Content-Based Image Retrieval System Using Deep Visual Features,
IJIG(21), No. 4, October 2021 2021, pp. 2150055.
DOI Link 2110
BibRef

Song, D.[Dan], Ling, Y.T.[Yu-Ting], Li, T.B.[Tian-Bao], Zhang, T.[Ting], Jin, G.Q.[Guo-Qing], Guo, J.[Junbo], Li, X.Y.[Xuan-Ya],
Gradual adaption with memory mechanism for image-based 3D model retrieval,
IVC(123), 2022, pp. 104482.
Elsevier DOI 2206
3D model retrieval, Unsupervised learning, Domain adaptation BibRef


Hu, Z.C.[Ze-Chao], Bors, A.G.[Adrian G.],
Expressive Local Feature Match for Image Search,
ICPR22(1386-1392)
IEEE DOI 2212
BibRef
And:
Dot-Product Based Global and Local Feature Fusion for Image Search,
ICIP22(1911-1915)
IEEE DOI 2211
Training, Art, Memory management, Image retrieval, Benchmark testing, Feature extraction, Encoding. Tensors, Databases, Convolution, Image retrieval, Dot-product attention BibRef

Khokhlova, M., Gouet-Brunet, V., Abadie, N., Chen, L.,
Cross-Year Multi-Modal Image Retrieval Using Siamese Networks,
ICIP20(1-5)
IEEE DOI 2011
Semantics, Task analysis, Training, Image retrieval, Feature extraction, Visualization, Convolutional codes, multi-modal CBIR. BibRef

Hosseinzadeh, M.[Mehrdad], Wang, Y.[Yang],
Composed Query Image Retrieval Using Locally Bounded Features,
CVPR20(3593-3602)
IEEE DOI 2008
Query is image and some text. Image retrieval, Visualization, Feature extraction, Task analysis, Benchmark testing, Pipelines BibRef

Wang, J.[Josiah], Specia, L.[Lucia],
Phrase Localization Without Paired Training Examples,
ICCV19(4662-4671)
IEEE DOI 2004
Detect objects, then compare properties with the words in phrases. image retrieval, learning (artificial intelligence), natural language processing, object detection, Proposals BibRef

Schmeckpeper, K.[Karl], Xie, A.[Annie], Rybkin, O.[Oleh], Tian, S.[Stephen], Daniilidis, K.[Kostas], Levine, S.[Sergey], Finn, C.[Chelsea],
Learning Predictive Models from Observation and Interaction,
ECCV20(XX:708-725).
Springer DOI 2011
BibRef

Cao, B.Y.[Bing-Yi], Araujo, A.[André], Sim, J.[Jack],
Unifying Deep Local and Global Features for Image Search,
ECCV20(XX:726-743).
Springer DOI 2011
BibRef

Teichmann, M.[Marvin], Araujo, A.[Andre], Zhu, M.L.[Meng-Long], Sim, J.[Jack],
Detect-To-Retrieve: Efficient Regional Aggregation for Image Search,
CVPR19(5104-5113).
IEEE DOI 2002
BibRef

Jacob, P.[Pierre], Picard, D.[David], Histace, A.[Aymeric], Klein, E.[Edouard],
Leveraging Implicit Spatial Information in Global Features for Image Retrieval,
ICIP18(2002-2006)
IEEE DOI 1809
Tensile stress, Image retrieval, Visualization, Dimensionality reduction, Computational modeling, Layout, Image retrieval BibRef

Wehrmann, J., Lopes, M.A., More, M.D., Barros, R.C.,
Fast Self-Attentive Multimodal Retrieval,
WACV18(1871-1878)
IEEE DOI 1806
feature extraction, image representation, image retrieval, learning (artificial intelligence), recurrent neural nets, Task analysis BibRef

Schönberger, J.L.[Johannes L.], Price, T.[True], Sattler, T.[Torsten], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
A Vote-and-Verify Strategy for Fast Spatial Verification in Image Retrieval,
ACCV16(I: 321-337).
Springer DOI 1704
Spatial information also BibRef

Hu, K.[Kun], Dong, Y.[Yuan], Bai, H.L.[Hong-Liang],
Multi-level convolutional channel features for content-based image retrieval,
VCIP16(1-4)
IEEE DOI 1701
Feature extraction BibRef

Bhowmik, N.[Neelanjan], Gouet-Brunet, V.[Valérie], Wei, L.J.[Li-Jun], Bloch, G.[Gabriel],
Adaptive and Optimal Combination of Local Features for Image Retrieval,
MMMod17(II: 76-88).
Springer DOI 1701
BibRef

Bao, Y.[Yu], Li, H.J.[Hao-Jie],
Object-Based Aggregation of Deep Features for Image Retrieval,
MMMod17(I: 478-489).
Springer DOI 1701
BibRef

Wang, M.Z.[Ming-Zhe], Azab, M.[Mahmoud], Kojima, N.[Noriyuki], Mihalcea, R.[Rada], Deng, J.[Jia],
Structured Matching for Phrase Localization,
ECCV16(VIII: 696-711).
Springer DOI 1611
BibRef

Oruganti, R.M.[Ram Manohar], Sah, S.[Shagan], Pillai, S.[Suhas], Ptucha, R.[Raymond],
Image description through fusion based recurrent multi-modal learning,
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

Júnior, A.R.[Alberto Rios], Borges, D.L.[Díbio Leandro],
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
BibRef

Sluzek, A.[Andrzej],
A Novel Approach to Retrieval of Similar Patterns in Biological Images,
ISVC13(II:643-652).
Springer DOI 1311
BibRef

Manzo, M.[Mario], Petrosino, A.[Alfredo],
Attributed Relational SIFT-Based Regions Graph for Art Painting Retrieval,
CIAP13(I:833-842).
Springer DOI 1311
BibRef

Xu, X.[Xing], Shimada, A.[Atsushi], Taniguchi, R.I.[Rin-Ichiro],
Correlated topic model for image annotation,
FCV13(201-208).
IEEE DOI 1304
LDA based. BibRef

Kisilev, P.[Pavel], Freedman, D.[Daniel], Wallach, E.[Eugene], Tzadok, A.[Asaf], Naveh, Y.[Yehuda],
DFlow and DField: New features for capturing object and image relationships,
ICPR12(3590-3593).
WWW Link. 1302
Describe object relationships, not object itself. BibRef

Yu, J.[Jing], Cong, Y.H.[Yong-Hui], Qin, Z.C.[Zeng-Chang], Wan, T.[Tao],
Cross-modal topic correlations for multimedia retrieval,
ICPR12(246-249).
WWW Link. 1302
BibRef

Chen, Y.M.[Yong-Ming], Wang, L.[Liang], Wang, W.[Wei], Zhang, Z.[Zhang],
Continuum regression for cross-modal multimedia retrieval,
ICIP12(1949-1952).
IEEE DOI 1302
BibRef

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],
Fusion of Local and Global Descriptors for Content-based Image and Video Retrieval,
CIARP12(845-853).
Springer DOI 1209
BibRef

Harchaoui, Z.[Zaid], Douze, M.[Matthijs], Paulin, M.[Mattis], Dudik, M.[Miroslav], Malick, J.[Jerome],
Large-scale image classification with trace-norm regularization,
CVPR12(3386-3393).
IEEE DOI 1208
BibRef

Gordoa, A.[Albert], Rodriguez-Serrano, J.A.[Jose A.], Perronnin, F.[Florent], Valveny, E.[Ernest],
Leveraging category-level labels for instance-level image retrieval,
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],
Weak attributes for large-scale image retrieval,
CVPR12(2949-2956).
IEEE DOI 1208
BibRef

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
BibRef

Hou, J.[Jian], Feng, Z.S.[Zhan-Shen], Yang, Y.[Yong], Qi, N.M.[Nai-Ming],
Towards a Universal and Limited Visual Vocabulary,
ISVC11(II: 398-407).
Springer DOI 1109
BibRef

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],
Image Annotation with Multiple Quantization,
ICIG11(631-635).
IEEE DOI 1109
keywords based on similar features. BibRef

Yang, Y.[Yang], Yang, Y.[Yi], Huang, Z.[Zi], Shen, H.T.[Heng Tao], Nie, F.P.[Fei-Ping],
Tag localization with spatial correlations and joint group sparsity,
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],
A Smart Phone Image Database for Single Image Recapture Detection,
DW10(90-104).
Springer DOI 1010
BibRef

Huang, S.P.[Shuang-Ping], Jin, L.W.[Lian-Wen],
Enhanced visual categorization performances by incorporation of simple features into BIM features,
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],
Image labeling via incremental model learning,
ICIP10(1573-1576).
IEEE DOI 1009
Annotate database images. Detect object, label. BibRef

Xin, X.[Xin], Katsaggelos, A.K.[Aggelos K.],
A novel image retrieval framework exploring inter cluster distance,
ICIP10(3213-3216).
IEEE DOI 1009
BibRef

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
BibRef

Sakji-Nsibi, S.[Sarra], Benazza-Benyahia, A.[Amel],
Fast scalable retrieval of multispectral images with Kullback-Leibler divergence,
ICIP10(2333-2336).
IEEE DOI 1009
BibRef

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
BibRef

Vacha, P.[Pavel], Haindl, M.[Michal],
Image retrieval measures based on illumination invariant textural MRF features,
CIVR07(448-454).
DOI Link 0707
BibRef
And:
Demonstration of image retrieval based on illumination invariant textural MRF features,
CIVR07(135-137).
DOI Link 0707
BibRef

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.P.[Jung-Pil], 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 26, 2024 at 16:40:19