19.4.4.1 General Similarity Measures for Database Indexing

Chang, S.K., Yang, C.C.,
Picture Information Measures for Similarity Retrieval,
CVGIP(23), No. 3, September 1983, pp. 366-375.
WWW Version. BibRef 8309
Earlier: A2, A1:
Encoding Techniques for Efficient Similarity Retrieval from Pictorial Databases,
PRIP78(422-426). BibRef

Chang, S.K., Shi, Q.Y., and Yan, C.W.,
Iconic Indexing by 2-D Strings,
PAMI(9), No. 3, May 1987, pp. 413-428. BibRef 8705

Chang, S.K., Liu, S.H.,
Picture Indexing and Abstraction Techniques for Pictorial Databases,
PAMI(6), No. 4, July 1984, pp. 475-484. BibRef 8407

Sridhar, V., Murty, M.N.[M. Narasimha],
Clustering algorithms for library comparison,
PR(24), No. 9, 1991, pp. 815-823.
WWW Version. 0401Investigate the applicability of the conventional clustering algorithms for the purposes of database comparison at both the data level and the structure level. BibRef

Huang, P.W., Jean, Y.R.,
Reasoning about Pictures and Similarity Retrieval for Image-Information Systems Based on SK-Set Knowledge Representation,
PR(28), No. 12, December 1995, pp. 1915-1925.
WWW Version. BibRef 9512

Schmid, C.[Cordelia], Mohr, R.[Roger],
Local Grayvalue Invariants for Image Retrieval,
PAMI(19), No. 5, May 1997, pp. 530-535.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9705 BibRef
Earlier:
Combining Grey Value Invariants with Local Constraints for Object Recognition,
CVPR96(872-877).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef
And:
Image Retrieval Using Local Characterization,
ICIP96(II: 781-784).
WWW Version. 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.
WWW Version. 0401 BibRef
Earlier:
Constructing Models for Content-Based Image Retrieval,
CVPR01(II:39-45).
IEEE Abstract. IEEE Top Reference. 0110 BibRef
Earlier:
A Structured Probabilistic Model for Recognition,
CVPR99(II: 485-490).
IEEE Abstract. IEEE Top Reference.
WWW Version. Local descriptors and spatial relations between them. BibRef

Jain, R.C.[Ramesh C.], Horowitz, B.[Bradley], Fuller, C.E.[Charles E.], Gupta, A.[Amarnath], Bach, J.R.[Jeffrey R.], Shu, C.F.[Chiao-Fe],
Threshold-based comparison,
US_Patent5,915,250, June 22, 1999.
HTML Version. BibRef 9906

Androutsos, D., Plataniotis, K.N., Venetsanopoulos, A.N.,
A Novel Vector-Based Approach to Color Image Retrieval Using a Vector Angular-Based Distance Measure,
CVIU(75), No. 1/2, July-August 1999, pp. 46-58.
WWW Version. BibRef 9907

Santini, S.[Simone], Jain, R.C.[Ramesh C.],
Similarity Measures,
PAMI(21), No. 9, September 1999, pp. 871-883.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9909
Earlier:
Similarity Queries in Image Databases,
CVPR96(646-651).
IEEE Abstract. IEEE Top Reference.
WWW Version. Measures for database extraction. Fuzzy Feature Contrast. Extension of the Feature Contrast model of Tversky ( See also Features of Similarity. ). BibRef

Santini, S., Jain, R.C.,
Gabor Space and the Development of Preattentive Similarity,
ICPR96(I: 40-44).
WWW Version. 9608(Univ. of California, USA) BibRef

Adjeroh, D.A., Lee, M.C.,
An Occupancy Model for Image Retrieval and Similarity Evaluation,
IP(9), No. 1, January 2000, pp. 120-131.
WWW Version. 0001 BibRef

Cha, G.H.[Guang-Ho], Chung, C.W.[Chin-Wan],
An Indexing and Retrieval Mechanism for Complex Similarity Queries in Image Databases,
JVCIR(10), No. 3, September 1999, pp. 268-290. 0008 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

Jacobs, D.W.[David W.], Weinshall, D.[Daphna], Gdalyahu, Y.[Yoram],
Classification with Nonmetric Distances: Image Retrieval and Class Representation,
PAMI(22), No. 6, June 2000, pp. 583-600.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0008 BibRef
Earlier:
Condensing Image Databases when Retrieval is Based on Non-Metric Distances,
ICCV98(596-601).
WWW Version. BibRef

Kadyrov, A.[Alexander], Petrou, M.[Maria],
The Trace Transform and Its Applications,
PAMI(23), No. 8, August 2001, pp. 811-828.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0109Trace, a generalization of the Radon transform. Use to match images of single objects to retrieve from a database. Robust to scale (errors start at 70% scale), and somewhat to additive noise. Salt-and-Pepper noise is worse, rotations also seem worse than scaling. Compared to: See also Enhancing CSS-based shape retrieval for objects with shallow concavities. BibRef

Regentova, E., Latifi, S., Deng, S.,
Images similarity estimation by processing compressed data,
IVC(19), No. 7, May 2001, pp. 485-500.
WWW Version. 0104 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.
HTML Version. 0105 BibRef

Aksoy, S.[Selim], Haralick, R.M.[Robert M.],
Feature normalization and likelihood-based similarity measures for image retrieval,
PRL(22), No. 5, April 2001, pp. 563-582.
HTML Version. 0105 BibRef
Earlier:
Probabilistic vs. Geometric Similarity Measures for Image Retrieval,
CVPR00(II: 357-362).
IEEE Abstract. IEEE Top Reference.
WWW Version. 0005 BibRef
Earlier:
Graph-Theoretic Clustering for Image Grouping and Retrieval,
CVPR99(I: 63-68).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef

Aksoy, S.[Selim], Haralick, R.M.[Robert M.],
A classification framework for content-based image retrieval,
ICPR02(II: 503-506).
WWW Version. 0211 BibRef

Aksoy, S., Haralick, R.M.,
Textural features for image database retrieval,
CBAIVL98(45-49).
IEEE Top Reference. 0208 BibRef

Jin, J.S.[Jesse S.], Kurniawati, R.[Ruth],
Varying similarity metrics in visual information retrieval,
PRL(22), No. 5, April 2001, pp. 583-592.
HTML Version. 0105 BibRef

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

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

Rubner, Y.[Yossi], Tomasi, C.[Carlo], Guibas, L.J.[Leonidas J.],
The Earth Mover's Distance as a Metric for Image Retrieval,
IJCV(40), No. 2, November 2000, pp. 99-121.
WWW Version. 0101 BibRef
And: StanfordSTAN-CS-TN-98-86, 1998. BibRef
Earlier:
A Metric for Distributions with Applications to Image Databases,
ICCV98(59-66).
WWW Version. BibRef
Earlier: A1, A3, A2:
The Earth Mover's Distance, Multi-Dimensional Scaling, and Color-Based Image Retrieval,
DARPA97(661-668). See also Earth Mover's Distance under Transformation Sets, The. BibRef

Rubner, Y.[Yossi], Tomasi, C.[Carlo],
Comparing the EMD to other Dissimilarity Measures for Color Images,
DARPA98(331-339). For indexing Earth Mover's Distance -- how much work to change from one to the other BibRef 9800

Rubner, Y.[Yossi], Tomasi, C.[Carlo],
Perceptual Metrics for Image Database Navigation,
KluwerDecember 2000. ISBN 0-7923-7219-0.
WWW Version. Distribution-based measures, Earth-mover's distance, Color, Texture, comparing measures, visualization, navigation. BibRef 0012

Latecki, L.J.[L. Jan], Lakämper, R.,
Shape Similarity Measure Based on Correspondence of Visual Parts,
PAMI(22), No. 10, October 2000, pp. 1185-1190.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0011 BibRef
Earlier:
Shape Similarity Measure for Image Database of Occluding Contours,
WACV98(258-259).
IEEE Abstract. IEEE Top Reference. 9809 BibRef

Latecki, L.J.[Longin Jan], Lakämper, R.[Rolf],
Application of planar shape comparison to object retrieval in image databases,
PR(35), No. 1, January 2002, pp. 15-29.
WWW Version. 0111 BibRef

Latecki, L.J.[Longin Jan], Lakaemper, R.[Rolf], Wolter, D.[Diedrich],
Optimal partial shape similarity,
IVC(23), No. 2, 1 February 2004, pp. 227-236.
WWW Version. 0412 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 Abstract. IEEE Top Reference.
WWW Version. 0108Optimization 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.
HTML Version. 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 Abstract. IEEE Top Reference.
WWW Version. 0206 BibRef
Earlier:
Data Condensation in Large Databases by Incremental Learning with Support Vector Machines,
ICPR00(Vol II: 708-711).
WWW Version.
HTML Version. 0009Data 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.
WWW Version. 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.
HTML Version. 0308IHDR: 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.
WWW Version. 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.
WWW Version. 0404 BibRef
Earlier:
Fuzzy aggregation of image features in content-based image retrieval,
ICIP02(III: 909-912).
IEEE Abstract. IEEE Top Reference. 0210 See also Query feedback for interactive image retrieval. BibRef

Adan, A.[Antonio], and Adan, M.[Miguel],
A Flexible Similarity Measure for 3D Shapes Recognition,
PAMI(26), No. 11, November 2004, pp. 1507-1520.
IEEE Abstract. IEEE Top Reference. 0410 See also Modeling Wave Set: Definition and Application of a New Topological Organization for 3D Object Modeling. Establish n-connectivity in 3-d object modeling meshes. Cone Curvature. 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 Version. 0412 BibRef
Earlier:
Content based image retrieval using optimum peano scan,
ICPR02(IV: 130-133).
WWW Version. 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.
WWW Version. 0602Motif 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).
WWW Version. 0409 BibRef

Qamra, A.[Arun], Meng, Y.[Yan], Chang, E.Y.[Edward Y.],
Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition,
PAMI(27), No. 3, March 2005, pp. 379-391.
IEEE Abstract. IEEE Top Reference. 0501Detect whether the image is a replica for copyright issues. Enhance Dynamic Partial Distance Function Hash based on this distance function. BibRef

Qamra, A.[Arun], Chang, E.Y.[Edward Y.],
Scalable Indexing for Perceptual Data,
MCAM07(24-32).
WWW Version. 0706 BibRef

Meng, Y.[Yan], Chang, E.Y., Li, B.T.[Bei-Tao],
Enhancing DPF for near-replica image recognition,
CVPR03(II: 416-423).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

Li, B.T.[Bei-Tao], Chang, E.Y., Wu, C.T.[Ching-Tung],
DPF: A perceptual distance function for image retrieval,
ICIP02(II: 597-600).
IEEE Abstract. IEEE Top Reference. 0210 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.
WWW Version. 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 Abstract. IEEE Top Reference. 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.
WWW Version. 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.
WWW Version. 0509 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 Version. 0510 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 Version. 0611 BibRef
Earlier: A2, A1:
A Complementary SVMs-Based Image Annotation System,
ICIP05(I: 1185-1188).
WWW Version. 0512Image 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).
WWW Version. 0509 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).
WWW Version. 0708 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 Version. 0510 See also Performance of similarity measures based on histograms of local image feature vectors. BibRef

Missaoui, R.[Rokia], Sarifuddin, M., Vaillancourt, J.[Jean],
Similarity measures for efficient content-based image retrieval,
VISP(152), No. 6, December 2005, pp. 875-887.
WWW Version. 0512 BibRef
Earlier:
An Effective Approach Towards Content-Based Image Retrieval,
CIVR04(335-343).
WWW Version. 0505 BibRef

Palenichka, R.M.[Roman M.], Missaoui, R.[Rokia], Zaremba, M.B.[Marek B.],
Extraction of Salient Features for Image Retrieval Using Multi-scale Image Relevance Function,
CIVR04(428-437).
WWW Version. 0505 BibRef
And:
Fast object localization using multi-scale image relevance function,
ICPR04(III: 227-230).
WWW Version. 0409 BibRef

Le, S.Q.[Si Quang], Ho, T.B.[Tu Bao],
An association-based dissimilarity measure for categorical data,
PRL(26), No. 16, December 2005, pp. 2549-2557.
WWW Version. 0512 BibRef

Raicu, D.S.[Daniela Stan], Sethi, I.K.[Ishwar K.],
Synobins: An Intermediate Level towards Annotation and Semantic Retrieval,
JASP(2006), No. Article ID 63124, 2006, pp. 1-19.
WWW Version. 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.
WWW Version. 0711High-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.
WWW Version. 0606High-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.
WWW Version. 0606Unsupervised 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 Version. 0611Content-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 Version. 0611 BibRef
Earlier:
Image retrieval based on projective invariance,
ICIP04(I: 405-408).
WWW Version. 0505Perspective 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.
WWW Version. 0701 BibRef

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

Troyanker, V.[Vlad],
Perceptual similarity image retrieval,
US_Patent7,031,555, April 18, 2006.
HTML Version. BibRef 0604

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.
WWW Version. 0704 BibRef
Earlier:
Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition,
BMVC06(II:559).
PDF Version. 0609 BibRef
And:
Learning Discriminative Canonical Correlations for Object Recognition with Image Sets,
ECCV06(III: 251-262).
WWW Version. 0608For comparing sets of images. Computing the angle between subspaces. Maximize intra-set, minimize inter-set. BibRef

Yu, J.[Jie], Amores, J.[Jaume], Sebe, N.[Nicu], Radeva, P.[Petia], Tian, Q.[Qi],
Distance Learning for Similarity Estimation,
PAMI(30), No. 3, March 2008, pp. 451-462.
WWW Version. 0801 BibRef

Yu, J.[Jie], Tian, Q.[Qi], Amores, J.[Jaume], Sebe, N.[Nicu],
Toward Robust Distance Metric Analysis for Similarity Estimation,
CVPR06(I: 316-322).
WWW Version. 0606 BibRef

Tian, Q.[Qi], Yu, J.[Jie], Xue, Q.[Qing], Sebe, N.[Nicu], Huang, T.S.[Thomas S.],
Robust Error Metric Analysis for Noise Estimation in Image Indexing,
MMDE04(140).
WWW Version. 0406 BibRef

Yu, J.[Jie], Tian, Q.[Qi],
Semantic Subspace Projection and Its Applications in Image Retrieval,
CirSysVideo(18), No. 4, April 2008, pp. 544-548.
WWW Version. 0804 BibRef
Earlier:
Adaptive Discriminant Projection for Content-based Image Retrieval,
ICPR06(IV: 165-168).
WWW Version. 0609 BibRef

Tang, H.[Hong], Fang, T.[Tao], Du, P.J.[Pei-Jun], Shi, P.F.[Peng-Fei],
Intra-dimensional feature diagnosticity in the Fuzzy Feature Contrast Model,
IVC(26), No. 6, 1 June 2008, pp. 751-760.
WWW Version. 0804Similarity measures; Feature Contrast; Image retrieval BibRef

Datta, R.[Ritendra], Joshi, D.[Dhiraj], Li, J.[Jia], Wang, J.Z.[James Z.],
Image retrieval: Ideas, influences, and trends of the new age,
Surveys(40), No. 2, April 2008, pp. 1-60.
WWW Version. 0805 Survey, Image Retrieval. BibRef
And:
Studying Aesthetics in Photographic Images Using a Computational Approach,
ECCV06(III: 288-301).
WWW Version. 0608Extract measures corresponding to aesthetic rules. 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.
WWW Version. 0711Overview of issue. BibRef

Wu, X.[Xiao], Hauptmann, A.G.[Alexander G.], Ngo, C.W.[Chong-Wah],
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news,
CVIU(110), No. 3, June 2008, pp. 418-431.
WWW Version. 0711Similarity measure; Novelty; Redundancy detection; Multimodality; Cross-lingual; Near-duplicate keyframe; News videos 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.
WWW Version. 0806Formulate 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.
WWW Version. 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).
WWW Version. 0610 BibRef

Gondra, I.[Iker], Heisterkamp, D.R.[Douglas R.],
Content-based image retrieval with the normalized information distance,
CVIU(111), No. 2, August 2008, pp. 219-228.
WWW Version. 0808 BibRef
Earlier:
Learning in Region-Based Image Retrieval with Generalized Support Vector Machines,
MMDE04(149).
WWW Version. 0406Content-based image retrieval; Normalized information distance; Kolmogorov complexity; Compression; Raw pixel data; Visual content; Similarity measure BibRef

Li, X.L.[Xue-Long], Li, J.[Jing], Tao, D.C.[Da-Cheng], Yuan, Y.[Yuan],
A Similarity Metric In Image Searching,
IJIG(7), No. 2, April 2007, pp. 211-225. 0704 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

Guldogan, E.[Esin], Gabbouj, M.[Moncef],
Feature selection for content-based image retrieval,
SIViP(2), No. 3, September 2008, pp. xx-yy.
WWW Version. 0804 BibRef

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

Mei, T.[Tao], Wang, Y.[Yong], Hua, X.S.[Xian-Sheng], Gong, S.G.[Shao-Gang], Li, S.P.[Shi-Peng],
Coherent image annotation by learning semantic distance,
CVPR08(1-8).
WWW Version. 0806 BibRef

Lee, J.E.[Jung-Eun], Jin, R.[Rong], Jain, A.K.[Anil K.],
Rank-based distance metric learning: An application to image retrieval,
CVPR08(1-8).
WWW Version. 0806 BibRef

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

Garcia-Arteaga, J.D.[Juan D.], Kybic, J.[Jan],
Regional image similarity criteria based on the Kozachenko-Leonenko entropy estimator,
MMBIA08(1-8).
WWW Version. 0806 BibRef

Moreno-Ibarra, M.[Marco],
Semantic Similarity Applied to Generalization of Geospatial Data,
GS07(247-255).
WWW Version. 0711 BibRef

Dueck, D.[Delbert], Frey, B.J.[Brendan J.],
Non-metric affinity propagation for unsupervised image categorization,
ICCV07(1-8).
WWW Version. 0710 BibRef

Frome, A.[Andrea], Singer, Y.[Yoram], Sha, F.[Fei], Malik, J.[Jitendra],
Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification,
ICCV07(1-8).
WWW Version. 0710 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).
WWW Version. 0712 BibRef

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

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

Ramaswamy, S.[Sharadh], Rose, K.[Kenneth],
Adaptive Cluster-Distance Bounding for Nearest Neighbor Search in Image Databases,
ICIP07(VI: 381-384).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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).
WWW Version. 0706 BibRef

Simakov, D.[Denis], Caspi, Y.[Yaron], Shechtman, E.[Eli], Irani, M.[Michal],
Summarizing visual data using bidirectional similarity,
CVPR08(1-8).
WWW Version. 0806 BibRef

Shechtman, E.[Eli], Irani, M.[Michal],
Matching Local Self-Similarities across Images and Videos,
CVPR07(1-8).
WWW Version. 0706compare based on internal similarities. 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).
WWW Version. 0706 BibRef

Nowak, E.[Eric], Jurie, F.[Frederic],
Learning Visual Similarity Measures for Comparing Never Seen Objects,
CVPR07(1-8). 0706
WWW Version. BibRef

Jegou, H.[Herve], Harzallah, H.[Hedi], Schmid, C.[Cordelia],
A contextual dissimilarity measure for accurate and efficient image search,
CVPR07(1-8).
WWW Version. 0706 BibRef

Winder, S.A.J.[Simon A. J.], Brown, M.[Matthew],
Learning Local Image Descriptors,
CVPR07(1-8).
WWW Version. 0706 BibRef

Matsushita, Y.[Yasuyuki], Lin, S.[Stephen],
A Probabilistic Intensity Similarity Measure based on Noise Distributions,
CVPR07(1-8).
WWW Version. 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).
WWW Version. 0703 BibRef

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

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

Liu, T.[Ting], Rosenberg, C.[Charles], Rowley, H.A.[Henry A.],
Clustering Billions of Images with Large Scale Nearest Neighbor Search,
WACV07(28-28).
WWW Version. 0702 BibRef

Yu, Z.H.[Zheng-Hua],
Image Categorization with Semi-Supervised Learning,
ICIP06(3173-3176). 0610
WWW Version. 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).
WWW Version. 0609 BibRef

Felipe, J.C.[Joaquim Cezar], Traina, A.J.M.[Agma Juci Machado], Traina, C.[Caetano],
Perceptual Distance Functions for Similarity Retrieval of Medical Images,
CIVR06(432-442).
WWW Version. 0607 BibRef

Calistru, C.[Catalin], Ribeiro, C.[Cristina], David, G.[Gabriel],
Multidimensional Descriptor Indexing: Exploring the BitMatrix,
CIVR06(401-410).
WWW Version. 0607 BibRef

Baek, S.[Sunkyoung], Hwang, M.[Myunggwon], 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).
WWW Version. 0605 BibRef

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

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

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

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

Vasconcelos, N.,
A family of information-theoretic algorithms for low-complexity discriminant feature selection in image retrieval,
ICIP03(III: 741-744).
IEEE Abstract. IEEE Top Reference. 0312 BibRef

Vasconcelos, N.,
Image Indexing with Mixture Hierarchies,
CVPR01(I:3-10).
IEEE Abstract. IEEE Top Reference. 0110Clustering approach. BibRef

Vasconcelos, N.[Nuno],
On the Complexity of Probabilistic Image Retrieval,
ICCV01(II: 400-407).
WWW Version. 0106 BibRef

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

Qian, G.[Gang], Surat, S., Pramanik, S.,
A comparative analysis of two distance measures in color image databases,
ICIP02(I: 401-404).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Coquin, D., Bolon, P., Ionescu, B.,
Dissimilarity measures in color spaces,
ICPR02(I: 612-615).
WWW Version. 0211 BibRef

Ramanath, A.R., Snyder, B.W., Hinks, C.D.,
Image comparison measure for digital still color cameras,
ICIP02(I: 629-632).
IEEE Abstract. IEEE Top Reference. 0210 BibRef

Greenspan, H., Gordon, S., Golberger, J.,
Probabilistic models for generating, modelling and matching image categories,
ICPR02(III: 970-973).
WWW Version. 0211 BibRef

Peng, J.Y.[Jin-Ye], Yu, B.Z.[Bian-Zhang], Wang, D.K.[Da-Kai],
Images similarity detection based on directional gradient angular histogram,
ICPR02(I: 147-150).
WWW Version. 0211 BibRef

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

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

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

Liu, Y.H.[Yue-Hu], Emoto, H., Fujii, T., Ozawa, S.,
A method for content-based similarity retrieval of images using two dimensional DP matching algorithm,
CIAP01(236-241).
IEEE Top Reference. 0210 BibRef

Gramopadhye, A.K., Madhani, K.[Kartik],
Visual Search and Visual Lobe Size,
VF01(525 ff.).
HTML Version. 0209Visual 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. 0208For recognition, locate invariant area. BibRef

Obdržálek, Š.[Štepán], Matas, J.[Jirí],
Object Recognition Using Local Affine Frames on Maximally Stable Extremal Regions,
CLOR06(83-104).
WWW Version. 0711 BibRef
Earlier:
Local Affine Frames for Image Retrieval,
CIVR02(318-327).
HTML Version. 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).
HTML Version. 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).
HTML Version. 0208 BibRef

Brucale, A., d'Amico, M., Ferri, M., Gualandri, L., Lovato, A.,
Size Functions for Image Retrieval: A Demonstrator on Randomly Generated Curves,
CIVR02(235-244).
HTML Version. 0208 BibRef

Cox, G.[Gregory], de Jager, G.[Gerhard],
A Linear Image-Pair Model and the Associated Hypothesis Test for Matching,
CIVR02(61-69).
HTML Version. 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.).
HTML Version. 0205 See also Automated location matching in movies. BibRef

Gray, R., Young, J., Aiyer, A.,
Minimum Discrimination Information Clustering: Modeling and Quantization with Gauss Mixtures,
ICIP01(III: 14-17).
IEEE Abstract. IEEE Top Reference. 0108 BibRef

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

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

Paek, S., Chang, S.,
Experiments in Constructing Belief Networks for Image Classification Systems,
ICIP00(Vol III: 46-49).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

DeMenthon, D.F., Doermann, D., Stückelberg, M.V.,
Image Distance Using Hidden Markov Models,
ICPR00(Vol III: 143-146).
WWW Version.
HTML Version. 0009 BibRef

Xiong, X.[Xuejian], Chan, K.L.[Kap Luk],
Towards an Unsupervised Optimal Fuzzy Clustering Algorithm for Image Database Organization,
ICPR00(Vol III: 897-900).
WWW Version.
HTML Version. 0009 BibRef

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

Cramariuc, B., Shmulevich, I., Gabbouj, M.,
A New Image Similarity Measure Based on Ordinal Correlation,
ICIP00(Vol III: 718-721).
IEEE Abstract. IEEE Top Reference. 0008 BibRef

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

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

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

Lam, R.W.K., Ip, H.H.S., Cheung, K.K.T., Tang, L.H.Y., Hanka, R.,
Similarity Measures for Histological Image Retrieval,
ICPR00(Vol II: 295-298).
WWW Version.
HTML Version. 0009 BibRef

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

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

Fieguth, P.W., Wan, R.[Riyin],
Fast Retrieval Methods for Images with Significant Variations,
ICIP00(Vol II: 522-525).
IEEE Abstract. IEEE Top Reference. 000810 million images of diamonds, etc. BibRef

Jeong, S.H.[Seon Ho], Yang, J.D.[Jae Dong], Yang, H.J.[Hyung Jeong],
Image Retrieval Using Fuzzy Triples: Towards a Concept-based and an Inexact Match,
ICIP99(25AP3). Not in proceedings. BibRef 9900

Ravela, S., Manmatha, R.,
On Computing Global Similarity in Images,
WACV98(82-87).
IEEE Abstract. IEEE Top Reference. 9809 BibRef
And:
Computing Global Image Similarity,
DARPA98(1283-1288). 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).
WWW Version. 9808 BibRef

Liu, Y.X.[Yan-Xi], Dellaert, F.[Frank],
A Classification Based Euclidean Similarity Metric for 3D Image Retrieval,
CVPR98(800-805).
IEEE Abstract. IEEE Top Reference. BibRef 9800

Liu, Y.Z.[Yan-Zi], Dellaert, F.[Frank],
Classification-Driven medical Image Retrieval,
DARPA98(1261-1268). BibRef 9800

Jain, R.C.[Ramesh C.], Murthy, S.N., Tran, L.[Luong], Chatterjee, S.[Shankar],
Similarity Measures for Image Databases,
SPIE(2420), 1995, pp. 58-65. BibRef 9500

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

Androutsos, D., Plataniotiss, K.N., Venetsanopoulos, A.N.,
Distance measures for color image retrieval,
ICIP98(II: 770-774).
WWW Version. 9810 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).
WWW Version. 9810 BibRef

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

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Retrieval and Indexing Applied to Coded Images .