19.4.4 Image Database Indexing Techniques

Chang, C.C., and Lee, S.Y.,
Retrieval of Similar Pictures on Pictorial Databases,
PR(24), No. 7, 1991, pp. 675-680.
WWW Version. BibRef 9100

Minka, T.P., Picard, R.W.,
Interactive Learning with a Society of Models,
PR(30), No. 4, April 1997, pp. 565-581.
WWW Version. 9705
BibRef
Earlier: CVPR96(447-452).
IEEE Abstract.
IEEE DOI Link BibRef
And: Vismod-349.
HTML Version. and
Postscript Version. BibRef

Chang, S.F.,
Content-Based Indexing and Retrieval of Visual Information,
SPMag(14), No. 4, July 1997, pp. 45-48. 9708
BibRef

Fierens, F., van Cleynenbreugel, J., Suetens, P., Oosterlinck, A.,
Iconic Representation of Visual Data and Models,
PRL(12), 1991, pp. 781-792. BibRef 9100

Aisbett, J., Gibbon, G.,
A User Dependent Definition of the Information in Images and Its Use in Information Retrieval,
JVCIR(8), No. 2, June 1997, pp. 97-106. 9710
BibRef

Kwon, T.M., Agrawal, P., Crouch, D.B.,
An ROI Search Method for Still Images Based on Set Descriptions,
MultiSP(9), No. 1, January 1998, pp. 93-106. 9804
BibRef

Shan, M.K.[Man-Kwan], Lee, S.Y.[Suh-Yin],
Multidimensional Interval Filter: A New Indexing Method for Subpicture Query of Image Retrieval,
PRL(19), No. 13, November 1998, pp. 1241-1255. BibRef 9811

Seales, W.B.[W. Brent], Yuan, C.J.[Cheng J.], Hu, W.[Wei], Cutts, M.D.[Matthew D.],
Object recognition in compressed imagery,
IVC(16), No. 5, April 27 1998, pp. 337-352.
WWW Version. 0401
BibRef

Seales, W.B.[W. Brent], Yuan, C.J.[Cheng J.], Brown, M.,
Efficient content extraction in compressed images,
CBAIVL97(52).
IEEE DOI Link 9706
BibRef

Ananthanarayana, V.S., Murty, M.N.[M. Narasimha], Subramanian, D.K.,
Multi-dimensional semantic clustering of large databases for association rule mining,
PR(34), No. 4, April 2001, pp. 939-941.
WWW Version. 0101
BibRef

Ananthanarayana, V.S., Murty, M.N.[M. Narasimha], Subramanian, D.K.,
Efficient clustering of large data sets,
PR(34), No. 12, December 2001, pp. 2561-2563.
WWW Version. 0110
BibRef

Song, B.C.[Byung Cheol], Kim, M.J.[Myung Jun], Ra, J.B.[Jong Beom],
A fast multiresolution feature matching algorithm for exhaustive search in large image databases,
CirSysVideo(11), No. 5, May 2001, pp. 673-678.
IEEE Top Reference. 0105
Fast search using multi-level structure. Compute lower bound at each level, don't compute the full match unless needed. BibRef

Song, B.C.[Byung Cheol], Ra, J.B.[Jong Beom],
Fast exhaustive multi-resolution search algorithm based on clustering for efficient image retrieval,
JVCIR(17), No. 1, February 2006, pp. 98-106.
WWW Version. 0711
Exhaustive search; K-Means clustering; Multi-resolution feature See also fast multi-resolution block matching algorithm for motion estimation, A. BibRef

Lew, M.S., Denteneer, D.,
Fisher keys for content based retrieval,
IVC(19), No. 8, May 2001, pp. 561-566.
WWW Version. 0106
BibRef

Lew, M.S.[Michael S.], Huijsmans, D.P., Denteneer, D.[Dee],
Optimal keys for image database indexing,
CIAP97(II: 148-155).
WWW Version. 9709
BibRef
And:
Information Theoretic Image Database Indexing,
Visual97(xx). BibRef

Huijsmans, D.P., Lew, M.S., Denteneer, D.,
Quality measures for interactive image retrieval with a performance evaluation of two 3X3 texel-based methods,
CIAP97(II: 22-29).
WWW Version. 9709
BibRef

Yoo, H.W.[Hun-Woo], Jang, D.S.[Dong-Sik], Jung, S.H.[Seh-Hwan], Park, J.H.[Jin-Hyung], Song, K.S.[Kwang-Seop],
Visual information retrieval system via content-based approach,
PR(35), No. 3, March 2002, pp. 749-769.
WWW Version. 0201
BibRef

Torralba, A.B.[Antonio B.],
Contextual Priming for Object Detection,
IJCV(53), No. 2, July 2003, pp. 169-191.
WWW Version. 0304
BibRef
Earlier: Add A2: Sinha, P.[Pawan], MIT AIM-2001-020, September 2001.
WWW Version. 0205
BibRef

Torralba, A.B.[Antonio B.], Sinha, P.[Pawan],
Statistical Context Priming for Object Detection,
ICCV01(I: 763-770).
IEEE DOI Link 0106
Structured environment with lots of correlated (lines) features vs. unstructured with no sets of lines. Scale selection. BibRef

Torralba, A.B.[Antonio B.], Murphy, K.P.[Kevin P.], Freeman, W.T.[William T.],
Sharing Visual Features for Multiclass and Multiview Object Detection,
PAMI(29), No. 5, May 2007, pp. 854-869.
IEEE DOI Link 0704
BibRef
Earlier: MIT AIM-2004-008, April 14, 2004.
WWW Version. 0501
BibRef
And:
Shared Features for Multiclass Object Detection,
CLOR06(345-361).
Springer DOI Link 0711
BibRef
Earlier:
Contextual models for object detection using boosted random fields,
MIT AIM-2004-013, June 25, 2004.
WWW Version. 0501
BibRef
Earlier:
Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection,
CVPR04(II: 762-769).
IEEE Abstract. 0408
BibRef

Zhu, L.L.[Long Leo], Chen, Y.H.[Yuan-Hao], Yuille, A.L.[Alan L.],
Recursive Compositional Models for Vision: Description and Review of Recent Work,
JMIV(41), No. 1-2, September 2011, pp. 122-146.
WWW Version. 1108
BibRef

Zhu, L.L.[Long Leo], Chen, Y.H.[Yuan-Hao], Torralba, A.B.[Antonio B.], Freeman, W.T.[William T.], Yuille, A.L.[Alan L.],
Part and appearance sharing: Recursive Compositional Models for multi-view, Multi-Object Detection,
CVPR10(1919-1926).
IEEE DOI Link 1006
See also Unsupervised Learning of Probabilistic Grammar-Markov Models for Object Categories. BibRef

Chen, Y.H.[Yuan-Hao], Zhu, L.L.[Long Leo], Yuille, A.L.[Alan L.],
Active Mask Hierarchies for Object Detection,
ECCV10(V: 43-56).
Springer DOI Link 1009
See also Learning a Hierarchical Deformable Template for Rapid Deformable Object Parsing. BibRef

Torralba, A.B.[Antonio B.], Murphy, K.P.[Kevin P.], Freeman, W.T.[William T.], Rubin, M.A.[Mark A.],
Context-Based Vision System for Place and Object Recognition,
ICCV03(273-280).
IEEE DOI Link 0311
BibRef
And: MIT AIMAIM-2003-005, March 19, 2003.
WWW Version. In this paper we present a context-based vision system for place and object recognition 0306
BibRef

Russell, B.C.[Bryan C.], Torralba, A.B.[Antonio B.], Murphy, K.P.[Kevin P.], Freeman, W.T.[William T.],
LabelMe: A Database and Web-Based Tool for Image Annotation,
IJCV(77), No. 1-3, May 2008, pp. 157-173.
Springer DOI Link 0803
BibRef
Earlier: CSAIL-2005-056, September 2005.
WWW Version. BibRef

Russell, B.C.[Bryan C.], Torralba, A.B.[Antonio B.],
Building a database of 3D scenes from user annotations,
CVPR09(2711-2718).
IEEE DOI Link 0906
BibRef

Fergus, R.[Rob], Bernal, H.[Hector], Weiss, Y.[Yair], Torralba, A.B.[Antonio B.],
Semantic Label Sharing for Learning with Many Categories,
ECCV10(I: 762-775).
Springer DOI Link 1009
BibRef

Torralba, A.B.[Antonio B.], Fergus, R.[Rob], Weiss, Y.[Yair],
Small codes and large image databases for recognition,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Torralba, A.B.[Antonio B.], Fergus, R.[Rob], Freeman, W.T.[William T.],
Tiny images,
CSAIL-2007-024, April 2007.
WWW Version. 10^8 32X32 images for data. BibRef 0704

Xiao, J.X.[Jian-Xiong], Hays, J.[James], Ehinger, K.A.[Krista A.], Oliva, A.[Aude], Torralba, A.B.[Antonio B.],
SUN database: Large-scale scene recognition from abbey to zoo,
JEP:HPP(36), No. 6, 2010, pp. 1430-1442. BibRef 1000
And: CVPR10(3485-3492).
IEEE DOI Link
HTML Version. 1006
BibRef

Vittayakorn, S.[Sirion], Hays, J.[James],
Quality Assessment for Crowdsourced Object Annotations,
BMVC11(xx-yy).
HTML Version. 1110
BibRef

Choi, M.J.[Myung Jin], Lim, J.J.[Joseph J.], Torralba, A.B.[Antonio B.], Willsky, A.S.[Alan S.],
Exploiting hierarchical context on a large database of object categories,
CVPR10(129-136).
IEEE DOI Link 1006
BibRef

Isola, P.[Phillip], Xiao, J.X.[Jian-Xiong], Torralba, A.B.[Antonio B.], Oliva, A.[Aude],
What makes an image memorable?,
CVPR11(145-152).
IEEE DOI Link 1106
What are the properties? Learn what are the features based on dataset analysis. Prediction is easier than creation. BibRef

Li, J.[Jia], Wang, J.Z.[James Z.],
Automatic linguistic indexing of pictures by a statistical modeling approach,
PAMI(25), No. 9, September 2003, pp. 1075-1088.
IEEE Abstract. 0309
BibRef
Earlier:
ALIP: The Automatic Linguistic Indexing of Pictures System,
CVPR05(II: 1208-1209).
IEEE DOI Link 0507
BibRef

Categorized images train dictionary of statistical models for each concept.

Li, J.[Jia], Wang, J.Z.[James Z.],
Real-Time Computerized Annotation of Pictures,
PAMI(30), No. 6, June 2008, pp. 985-1002.
IEEE DOI Link 0804
Real-time version of ALIP. D2-clustering, similar to K-means. and mixture modeling approach. Apply to internet database images. BibRef

Chen, Y., Li, J.[Jia], Wang, J.Z.[James Z.],
Machine Learning and Statistical Modeling Approaches to Image Retrieval,
Kluwer AcademicPublishers, Dordrecht, 2004.
WWW Version. BibRef 0400

Kinser, J.M.[Jason M.],
Accelerated queries of time series databases,
PR(37), No. 8, August 2004, pp. 1691-1698.
WWW Version. 0407
Search over Fourier space, this adds composit Fourier filtering. BibRef

Kinser, J.M., Wang, G.S.[Gui-Song],
Content based object retrieval with image primitive database,
AIPR05(179-183).
IEEE DOI Link 0510
BibRef

Boutell, M.R.[Matthew R.], Luo, J.B.[Jie-Bo], Shen, X.P.[Xi-Peng], Brown, C.M.[Christopher M.],
Learning multi-label scene classification,
PR(37), No. 9, September 2004, pp. 1757-1771.
WWW Version. 0407
By definition, classes are not unique. Classify the scene into multiple classes. I.e. assign an image to multiple classes according to the different parts. BibRef

Luo, J.B.[Jie-Bo], Boutell, M.R.[Matthew R.], Gray, R.T., Brown, C.M.,
Image Transform Bootstrapping and Its Applications to Semantic Scene Classification,
SMC-B(35), No. 3, June 2005, pp. 563-570.
IEEE DOI Link 0508
BibRef

Boutell, M.R.[Matthew R.], Luo, J.B.[Jie-Bo],
A Generalized Temporal Context Model for Semantic Scene Classification,
LCV04(104).
IEEE DOI Link 0406
BibRef

Boutell, M.R.[Matthew R.], Luo, J.B.[Jie-Bo], Brown, C.M.[Christopher M.],
Scene Parsing Using Region-Based Generative Models,
MultMed(9), No. 1, January 2007, pp. 136-146.
IEEE DOI Link 0905
BibRef
Earlier:
Factor Graphs for Region-based Whole-scene Classification,
SLAM06(104).
IEEE DOI Link 0609
BibRef

Boutell, M.R.[Matthew R.], Luo, J.B.[Jie-Bo],
Beyond pixels: Exploiting camera metadata for photo classification,
PR(38), No. 6, June 2005, pp. 935-946.
WWW Version. 0501
BibRef
Earlier:
Photo classification by integrating image content and camera metadata,
ICPR04(IV: 901-904).
IEEE DOI Link 0409
BibRef
And:
Incorporating temporal context with content for classifying image collections,
ICPR04(II: 947-950).
IEEE DOI Link 0409
BibRef

Kim, H.C.[Hyun-Chul], Ghahramani, Z.[Zoubin],
Bayesian Gaussian Process Classification with the EM-EP Algorithm,
PAMI(28), No. 12, December 2006, pp. 1948-1959.
IEEE DOI Link 0611
Probability of belonging is related (monotonically) to some function value. BibRef

Kim, H.C.[Hyun-Chul], Ghahramani, Z.[Zoubin],
Outlier Robust Gaussian Process Classification,
SSPR08(896-905).
Springer DOI Link 0812
BibRef

Heller, K.A.[Katherine A.], Ghahramani, Z.[Zoubin],
A Simple Bayesian Framework for Content-Based Image Retrieval,
CVPR06(II: 2110-2117).
IEEE DOI Link 0606
BibRef

Wilkins, P.[Peter], Adamek, T.[Tomasz], O'Connor, N.E.[Noel E.], Smeaton, A.F.[Alan F.],
Inexpensive fusion methods for enhancing feature detection,
SP:IC(22), No. 7-8, August-September 2007, pp. 635-650.
WWW Version. 0710
Feature detection; Data fusion; TRECVID BibRef

Smeaton, A.F., Spitz, A.L.,
Using character shape coding for information retrieval,
ICDAR97(974-978).
IEEE DOI Link 9708
BibRef

Seo, K.K.[Kwang-Kyu],
An application of one-class support vector machines in content-based image retrieval,
ExSysApp(33), No. 2, August, 2007, pp. 491-498.
Elsevier DOI Link 0905
BibRef

Xu, X.Y.[Xin-Yu], Li, B.X.[Bao-Xin],
Multiple Class Multiple-instance Learning And Its Application To Image Categorization,
IJIG(7), No. 3, July 2007, pp. 427-444. 0707
BibRef
And:
Evaluating Multi-class Multiple-Instance Learning for Image Categorization,
ACCV07(II: 155-165).
Springer DOI Link 0711
BibRef

Ksantini, R.[Riadh], Ziou, D.[Djemel], Colin, B.[Bernard], Dubeau, F.[Francois],
Weighted Pseudometric Discriminatory Power Improvement Using a Bayesian Logistic Regression Model Based on a Variational Method,
PAMI(30), No. 2, February 2008, pp. 253-266.
IEEE DOI Link 0712
Metric weights for retrieval. Use wavelet features. BibRef

Athitsos, V.[Vassilis], Alon, J.[Jonathan], Sclaroff, S.[Stan], Kollios, G.[George],
BoostMap: An Embedding Method for Efficient Nearest Neighbor Retrieval,
PAMI(30), No. 1, January 2008, pp. 89-104.
IEEE DOI Link 0711
BibRef
Earlier:
BoostMap: a method for efficient approximate similarity rankings,
CVPR04(II: 268-275).
IEEE Abstract. 0408
BibRef
And: A1, A2, A3, Only:
Efficient Nearest Neighbor Classification Using a Cascade of Approximate Similarity Measures,
CVPR05(I: 486-493).
IEEE DOI Link 0507
Reduce retrieval time in query system. BibRef

Athitsos, V.[Vassilis], Sclaroff, S.[Stan],
Boosting Nearest Neighbor Classifiers for Multiclass Recognition,
LCV05(III: 45-45).
IEEE DOI Link 0507
BibRef

Stefan, A.[Alexandra], Athitsos, V.[Vassilis], Yuan, Q.[Quan], Sclaroff, S.[Stan],
Reducing JointBoost-based multiclass classification to proximity search,
CVPR09(589-596).
IEEE DOI Link 0906
BibRef
Earlier: A2, A1, A3, A4:
ClassMap: Efficient Multiclass Recognition via Embeddings,
ICCV07(1-8).
IEEE DOI Link 0710
BibRef

Liu, J.[Jing], Wang, B.[Bin], Lu, H.Q.[Han-Qing], Ma, S.D.[Song-De],
A graph-based image annotation framework,
PRL(29), No. 4, 1 March 2008, pp. 407-415.
WWW Version. 0711
Image annotation; Annotation refinement; Graph learning; Image relation; Word relation BibRef

Zhang, T.Z.[Tian-Zhu], Liu, S.[Si], Xu, C.S.[Chang-Sheng], Lu, H.Q.[Han-Qing],
Boosted multi-class semi-supervised learning for human action recognition,
PR(44), No. 10-11, October-November 2011, pp. 2334-2342.
Elsevier DOI Link
WWW Version. 1101
Semi-supervised learning; Action recognition; adaBoost.MH; co-EM BibRef

Zhang, T.Z.[Tian-Zhu], Liu, J.[Jing], Liu, S.[Si], Xu, C., Lu, H.Q.[Han-Qing],
Boosted Exemplar Learning for Action Recognition and Annotation,
CirSysVideo(21), No. 7, July 2011, pp. 853-866.
IEEE DOI Link 1107
BibRef

Zhang, T.Z.[Tian-Zhu], Liu, J.[Jing], Liu, S.[Si], Yi, O.[Ouyang], Lu, H.Q.[Han-Qing],
Boosted Exemplar Learning for human action recognition,
ObjectEvent09(538-545).
IEEE DOI Link 0910
BibRef

Zhang, C.J.[Chun-Jie], Liu, J.[Jing], Ouyang, Y.[Yi], Tian, Q.[Qi], Lu, H.Q.[Han-Qing], Ma, S.D.[Song-De],
Category sensitive codebook construction for object category recognition,
ICIP09(329-332).
IEEE DOI Link 0911
BibRef

Cheng, J.[Jian], Niu, B.[Biao], Fang, Y.K.[Yi-Kai], Lu, H.Q.[Han-Qing],
Representative sampling with certainty propagation for image retrieval,
ICIP11(2493-2496).
IEEE DOI Link 1201
BibRef

Perronnin, F.[Florent],
Universal and Adapted Vocabularies for Generic Visual Categorization,
PAMI(30), No. 7, July 2008, pp. 1243-1256.
IEEE DOI Link 0806
BibRef

Perronnin, F.[Florent], Dance, C.R.[Christopher R.],
Fisher Kernels on Visual Vocabularies for Image Categorization,
CVPR07(1-8).
IEEE DOI Link 0706
BibRef

Sanchez, J.[Jorge], Perronnin, F.[Florent],
High-dimensional signature compression for large-scale image classification,
CVPR11(1665-1672).
IEEE DOI Link 1106
Many images and many classes. BibRef

Gordo, A.[Albert], Perronnin, F.[Florent],
Asymmetric distances for binary embeddings,
CVPR11(729-736).
IEEE DOI Link 1106
Binarize embedding but not query. BibRef

Perronnin, F.[Florent], Sánchez, J.[Jorge], Mensink, T.[Thomas],
Improving the Fisher Kernel for Large-Scale Image Classification,
ECCV10(IV: 143-156).
Springer DOI Link 1009
BibRef

Perronnin, F.[Florent], Sanchez, J.[Jorge], Xerox, Y.L.[Yan Liu],
Large-scale image categorization with explicit data embedding,
CVPR10(2297-2304).
IEEE DOI Link 1006
BibRef

Perronnin, F.[Florent], Liu, Y.[Yan], Sanchez, J.[Jorge], Poirier, H.[Herve],
Large-scale image retrieval with compressed Fisher vectors,
CVPR10(3384-3391).
IEEE DOI Link 1006
BibRef

de Campos, T.[Teófilo], Csurka, G.[Gabriela], Perronnin, F.[Florent],
Images as sets of locally weighted features,
CVIU(116), No. 1, January 2012, pp. 68-85.
Elsevier DOI Link
WWW Version. 1112
Bag-of-visual-words; Image categorisation; Saliency estimation BibRef

McAuley, J.J.[Julian J.], de Campos, T.[Teofilo], Csurka, G.[Gabriela], Perronnin, F.[Florent],
Hierarchical Image-region Labeling via Structured Learning,
BMVC09(xx-yy).
PDF Version. 0909
BibRef

Csurka, G.[Gabriela], Perronnin, F.[Florent],
An Efficient Approach to Semantic Segmentation,
IJCV(95), No. 2, November 2011, pp. 198-212.
WWW Version. 1109
BibRef
Earlier:
A Simple High Performance Approach to Semantic Segmentation,
BMVC08(xx-yy).
PDF Version. 0809
Assign each pixel to a semantic class. A local appearance model, a local consistency model and a global consistency model. BibRef

Perronnin, F.[Florent], Dance, C.R.[Christopher R.], Csurka, G.[Gabriela], Bressan, M.[Marco],
Adapted Vocabularies for Generic Visual Categorization,
ECCV06(IV: 464-475).
Springer DOI Link 0608
BibRef

Csurka, G.[Gabriela], Dance, C.R.[Christopher R.], Perronnin, F.[Florent], Willamowski, J.[Jutta],
Generic Visual Categorization Using Weak Geometry,
CLOR06(207-224).
Springer DOI Link 0711
BibRef
Earlier: A1, A4, A2, A3:
Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization,
CIAP05(612-620).
Springer DOI Link 0509
BibRef

Oria, V.[Vincent], Özsu, M.T.[M. Tamer],
Views or Points of View on Images,
IJIG(3), No. 1, January 2003, pp. 55-79. 0301
BibRef

Oria, V.[Vincent], Ozsu, M.T.[M. Tamer], Liu, L.[Ling], Li, X.B.[Xiao-Bo], Li, J.[John], Niu, Y.[Youping], Iglinski, P.[Paul],
Modeling Images for Content-Based Queries: The DISIMA Approach,
Visual97(xx). BibRef 9700

Mutch, J.[Jim], Lowe, D.G.[David G.],
Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields,
IJCV(80), No. 1, October 2008, pp. xx-yy.
Springer DOI Link 0809
BibRef
Earlier:
Multiclass Object Recognition with Sparse, Localized Features,
CVPR06(I: 11-18).
IEEE DOI Link 0606
BibRef

Helmer, S.[Scott], Lowe, D.G.[David G.],
Object Class Recognition with Many Local Features,
GenModel04(187).
IEEE DOI Link 0406
BibRef

Turcot, P.[Panu], Lowe, D.G.[David G.],
Better matching with fewer features: The selection of useful features in large database recognition problems,
Emergent09(2109-2116).
IEEE DOI Link 0910
Keep only a small subset of the training features for recognition. BibRef

Jing, Y.[Yushi], Baluja, S.[Shumeet],
VisualRank: Applying PageRank to Large-Scale Image Search,
PAMI(30), No. 11, November 2008, pp. 1877-1890.
IEEE DOI Link 0809
Current image search (e.g. Google Images) depend on the text around the image. VisualRank looks at links between images. BibRef

Jing, Y.[Yushi], Baluja, S.[Shumeet], Rowley, H.[Henry],
Canonical image selection from the web,
CIVR07(280-287).
WWW Version. 0707
BibRef

Wong, R.C.F.[Roger C.F.], Leung, C.H.C.[Clement H.C.],
Automatic Semantic Annotation of Real-World Web Images,
PAMI(30), No. 11, November 2008, pp. 1933-1944.
IEEE DOI Link 0809
Discover semantics from metadata (i.e. what is encoded in the jpeg), color features, shape featues, texture. Detects outdoor portraits, indoor events, indoor portraits, night scenes, outdoor events, day scenes, sports. BibRef

Yu, F.Y.[Fei-Yang], Ip, H.H.S.[Horace H.S.], Leung, C.H.C.[Clement H.C.],
A Heuristic Search for Relevant Images on the Web,
CIVR05(599-608).
Springer DOI Link 0507
BibRef

da Silva Torres, R.[Ricardo], Falcao, A.X.[Alexandre X.], Goncalves, M.A.[Marcos A.], Papa, J.P.[Joao P.], Zhang, B.P.[Bao-Ping], Fan, W.G.[Wei-Guo], Fox, E.A.[Edward A.],
A genetic programming framework for content-based image retrieval,
PR(42), No. 2, February 2009, pp. 283-292.
WWW Version. 0810
Content-based image retrieval; Genetic programming; Shape descriptors; Image analysis BibRef

Ferreira, C.D., Santos, J.A., da Silva Torres, R.[Ricardo], Goncalves, M.A.[Marcos A.], Rezende, R.C., Fan, W.G.[Wei-Guo],
Relevance feedback based on genetic programming for image retrieval,
PRL(31), No. 1, January 2010, pp. 27-37.
Elsevier DOI Link
WWW Version. 1011
Relevance feedback; Content-based image retrieval; Genetic programming BibRef

Pedronette, D.C.G.[Daniel Carlos Guimarães], da Silva Torres, R.[Ricardo],
Exploiting contextual information for rank aggregation,
ICIP11(97-100).
IEEE DOI Link 1201
BibRef
Earlier:
Image Re-ranking and Rank Aggregation Based on Similarity of Ranked Lists,
CAIP11(I: 369-376).
Springer DOI Link 1109
BibRef
Earlier:
Exploiting Contextual Information for Image Re-ranking,
CIARP10(541-548).
Springer DOI Link 1011
BibRef

Liu, J.[Jing], Li, M.J.[Ming-Jing], Liu, Q.S.[Qing-Shan], Lu, H.Q.[Han-Qing], Ma, S.D.[Song-De],
Image annotation via graph learning,
PR(42), No. 2, February 2009, pp. 218-228.
WWW Version. 0810
Graph learning; Image annotation; Image similarity; Word correlation BibRef

Lemire, D.[Daniel],
Faster retrieval with a two-pass dynamic-time-warping lower bound,
PR(42), No. 9, September 2009, pp. 2169-2180.
Elsevier DOI Link
WWW Version. 0905
Time series; Very large databases; Indexing; Classification BibRef

Eler, D.M.[Danilo M.], Nakazaki, M.Y.[Marcel Y.], Paulovich, F.V.[Fernando V.], Santos, D.P.[Davi P.], Andery, G.F.[Gabriel F.], Oliveira, M.C.F.[Maria Cristina F.], Neto, J.B.[João Batista], Minghim, R.[Rosane],
Visual analysis of image collections,
VC(25), No. 10, October 2009, pp. xx-yy.
Springer DOI Link 0910
BibRef

Vallejo, C.G.[Carlos G.], Troyano, J.A.[Jose A.], Ortega, F.J.[F. Javier],
InstanceRank: Bringing order to datasets,
PRL(31), No. 2, 15 January 2010, pp. 133-142.
Elsevier DOI Link
WWW Version. 1001
Instance-based learning; Instance reduction; Nearest neighbor; PageRank; Classification BibRef

Adhikari, J.[Jhimli], Rao, P.R.,
Measuring influence of an item in a database over time,
PRL(31), No. 3, 1 February 2010, pp. 179-187.
Elsevier DOI Link
WWW Version. 1001
Confidence; Overall association; Overall influence; Synthesis of influence BibRef

Qin, J.Z.[Jian-Zhao], Yung, N.H.C.[Nelson H.C.],
Scene categorization via contextual visual words,
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Strong, G.[Grant], Hoque, E.[Enamul], Gong, M.L.[Ming-Lun], Hoeber, O.[Orland],
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Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture,
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Image database categorization using robust modeling of finite Generalized Dirichlet mixture,
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ECCV96(I:273-282).
Springer DOI Link BibRef

Ravela, S., Manmatha, R.,
A Characterization of Visual Appearance Applied to Image Retrieval,
DARPA97(693-700). BibRef 9700

Shokoufandeh, A.[Ali], Marsic, I.[Ivan], and Dickinson, S.J.[Sven J.],
View-Based Object Matching,
ICCV98(588-595).
IEEE DOI Link BibRef 9800

Strobel, N., Li, C.S., and Castelli, V.,
MMAP: Modified Maximum a Posteriori Algorithm for Image Segmentation in Large Image/Video Databases,
ICIP97(I: 196-199).
IEEE DOI Link 9710
BibRef

Sheikholeslami, G.[Gholamhosein], and Zhang, A.D.[Ai-Dong],
Feature Visualization and Analysis for Image Classification and Retrieval,
Visual97(xx). BibRef 9700

Djeraba, C.[Chabane], Bouet, M.[Marinette], Briand, H.[Henri],
Content-based Query and Indexing,
Visual97(xx). BibRef 9700

Myka, A., Guentzer, U.,
Measuring the Effects of OCR Errors on Similarity Linking,
ICDAR97(968-973).
IEEE DOI Link 9708
BibRef

Esposito, F., Antifora, C.D., de Gennaro, G., Malerba, D., Semeraro, G.,
Information Capture and Semantic Indexing of Digital Libraries Through Machine Learning Techniques,
ICDAR97(722-727).
IEEE DOI Link 9708
BibRef

Stevens, M.R.[Mark R.], Beveridge, J.R.[J. Ross], Anderson, C.W.[Charles W.],
A Neural Network Approach to Indexing,
DARPA97(1289-1290). BibRef 9700

Lipman, A.[Aaron], Yang, W.[Woodward],
Hardware for Context-Based Image Queries,
DARPA97(1385-1388). BibRef 9700

Shek, E.C., Vellaikal, A., Dao, S.K., Perry, B.,
Semantic agents for content-based discovery in distributed image libraries,
CBAIVL98(19-23).
IEEE Top Reference. 0208
BibRef

Mohr, R., Picard, S., Schmid, C.,
Bayesian decision versus voting for image retrieval,
CAIP97(376-383).
WWW Version. 9709
BibRef

Jacobs, C., Finkelstein, A., and Salesin, D.H.,
Fast Multiresolution Image Querying,
SIGGraph-95(277-285). Los Angeles, CA. 1995 BibRef 9500

Arimura, K., Hagita, N.,
Feature space design for image recognition with image screening,
ICPR96(II: 261-265).
IEEE DOI Link 9608
BibRef
Earlier:
Image screening based on projection pursuit for image recognition,
ICPR94(B:414-417).
IEEE DOI Link 9410
(NTT, J) BibRef

Milanese, R.[Ruggero], Squire, D.M.[David M.], Pun, T.[Thierry],
Correspondence Analysis and Hierarchical Indexing for Content-Based Image Retrieval,
ICIP96(III: 859-862).
IEEE DOI Link BibRef 9600

Bost, J.M.[Jean-Marc], Milanese, R.[Ruggero], Pun, T.[Thierry],
Temporal precedence in asynchronous visual indexing,
CAIP93(468-475).
Springer DOI Link 9309
BibRef

Werman, M.[Michael], Weinshall, D.[Daphna], and Shashua, A.[Amnon],
Shape Tensors for Efficient and Learnable Indexing,
RVS95(xx). BibRef 9500

Weinshall, D., Werman, M., Shashua, A.,
Duality of Multi-Point and Multi-Frame Geometry: Fundamental Shape Matrices and Tensors,
ECCV96(II:217-227).
Springer DOI Link BibRef 9600

Werman, M., Weinshall, D.,
Complexity of Indexing: Efficient and Learnable Large Database Indexing,
ECCV96(I:660-670).
Springer DOI Link BibRef 9600
And: ARPA96(1193-1198). Analysis of indexing techniques. BibRef

Yamamoto, A., Takagi, M.,
Extraction of Object Features from Image and Its Application to Image Retrieval,
ICPR88(II: 988-991).
IEEE DOI Link
IEEE Top Reference. BibRef 8800

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
General Similarity Measures for Database Indexing .