20.4.3.3.12 Interactive Retrieval, Browsing Based Retrieval

Weber, K.A.[Karon A.], Poon, A.D.[Alex D.], Moran, T.P.[Thomas P.],
Interactively producing indices into image and gesture-based data using unrecognized graphical objects,
US_Patent5,592,608, Jan 7, 1997
WWW Link. BibRef 9701

Frigui, H.[Hichem],
Interactive image retrieval using fuzzy sets,
PRL(22), No. 9, July 2001, pp. 1021-1031.
Elsevier DOI 0106
BibRef

Jin, J.S.[Jesse S.], Kurniawati, R.[Ruth], Xu, G.Y.[Guang-Yu], Bai, X.S.[Xue-Sheng],
Using Browsing to Improve Content-Based Image Retrieval,
JVCIR(12), No. 2, June 2001, pp. 123-135.
DOI Link 0201
BibRef

Joo, Y.B.[Young Bok], Jin, J.S.[Jesse S.],
Content-Based Image Retrieval for Not-Well-Framed Images Using Multiresolutional Eigen-Features,
ICME00(TA2). 0007
BibRef

Park, M., Jin, J.S., Wilson, L.S.,
Fast content-based image retrieval using quasi-gabor filter and reduction of image feature dimension,
Southwest02(178-182).
IEEE Top Reference. 0208
BibRef

Lee, J.Y.[Jae-Yeon], Jeong, S.Y.[Se Yoon], Han, K.S.[Kyu Seo], Chun, B.T.[Byung Tae], Bae, Y.L.J.[Young-Lae J.],
Image Navigation: A Massively Interactive Model for Similarity Retrieval of Images,
IJCV(56), No. 1-2, January-February 2004, pp. 131-145.
DOI Link 0401
BibRef

Zhou, X.S.[Xiang Sean], Garg, A.[Ashutosh], Huang, T.S.[Thomas S.],
Nonlinear variants of biased discriminants for interactive image retrieval,
VISP(152), No. 6, December 2005, pp. 927-936.
DOI Link 0512
BibRef
Earlier:
A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval,
CIVR04(353-364).
Springer DOI 0505
BibRef

Bauckhage, C.[Christian], Hanheide, M.[Marc], Wrede, S.[Sebastian], Käster, T.[Thomas], Pfeiffer, M.[Michael], Sagerer, G.[Gerhard],
Vision Systems with the Human in the Loop,
JASP(2005), No. 14, 2005, pp. 2375-2390.
WWW Link. 0603
BibRef

Kample, T., Kaster, T., Pfeiffer, M., Ritter, H., Sagerer, G.,
INDI: Intelligent database navigation by interactive and intuitive content-based image retrieval,
ICIP02(III: 921-924).
IEEE DOI 0210
BibRef

Cord, M.[Matthieu], Philipp-Foliguet, S.[Sylvie], Gosselin, P.H.[Philippe-Henri], Fournier, J.[Jérôme],
Interactive Exploration for Image Retrieval,
JASP(2005), No. 14, 2005, pp. 2173-2186.
WWW Link. 0603
BibRef

Gosselin, P.H.[Philippe Henri], Cord, M.[Matthieu], Philipp-Foliguet, S.[Sylvie],
Combining Visual Dictionary, Kernel-Based Similarity and Learning Strategy for Image Category Retrieval,
CVIU(110), No. 3, June 2008, pp. 403-417.
Elsevier DOI 0711
BibRef
Earlier:
Kernels on bags for multi-object database retrieval,
CIVR07(226-231).
DOI Link 0707
BibRef
And:
Kernels on Bags of Fuzzy Regions for Fast Object retrieval,
ICIP07(I: 177-180).
IEEE DOI 0709
Multimedia retrieval; Machine learning; Kernel functions; Quantization BibRef

Gosselin, P.H.[Philippe-Henri], Cord, M.[Matthieu],
Feature-based approach to semi-supervised similarity learning,
PR(39), No. 10, October 2006, pp. 1839-1851.
Elsevier DOI 0606
BibRef
And:
Precision-Oriented Active Selection for Interactive Image Retrieval,
ICIP06(3197-3200).
IEEE DOI 0610
BibRef
Earlier:
Semantic Kernel Learning for Interactive Image Retrieval,
ICIP05(I: 1177-1180).
IEEE DOI 0512
BibRef
Earlier:
Retin al: an active learning strategy for image category retrieval,
ICIP04(IV: 2219-2222).
IEEE DOI 0505
Similarity; Semantic; Concept learning; Statistical; Kernel; Retrieval BibRef

Gorisse, D.[David], Cord, M.[Matthieu], Precioso, F.[Frederic], Philipp-Foliguet, S.[Sylvie],
Fast approximate kernel-based similarity search for image retrieval task,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Gorisse, D.[David], Cord, M.[Matthieu], Jordan, M.[Michel], Philipp-Foliguet, S.[Sylvie], Precioso, F.[Frederic],
3D Content-Based Retrieval in Artwork Databases,
3DTV07(1-4).
IEEE DOI 0705
BibRef

Gosselin, P.H.[Philippe-Henri], Precioso, F.[Frederic], Philipp-Foliguet, S.[Sylvie],
Incremental Kernel Learning for Active Image Retrieval Without Global Dictionaries,
PR(44), No. 10-11, October-November 2011, pp. 2244-2254.
Elsevier DOI 1101
Multimedia retrieval; Interactive retrieval; Visual dictionaries; Machine learning; Kernel function BibRef

Gosselin, P.H.[Philippe-Henri],
Online Kernel Learning for Interactive Retrieval in Dynamic Image Databases,
ICIP12(1921-1924).
IEEE DOI 1302
BibRef

Negrel, R.[Romain], Picard, D.[David], Gosselin, P.H.[Philippe-Henri],
Using spatial pyramids with compacted VLAT for image categorization,
ICPR12(2460-2463).
WWW Link. 1302
BibRef

Negrel, R.[Romain], Picard, D.[David], Gosselin, P.H.[Philippe-Henri],
Compact tensor based image representation for similarity search,
ICIP12(2425-2428).
IEEE DOI 1302
BibRef

Wang, M.[Meng], Ji, D.H.[Ding-Huang], Tian, Q.[Qi], Hua, X.S.[Xian-Sheng],
Intelligent photo clustering with user interaction and distance metric learning,
PRL(33), No. 4, March 2012, pp. 462-470.
Elsevier DOI 1201
Photo clustering; Distance metric learning; Online learning; Interactive computing BibRef

Picard, D.[David], Gosselin, P.H.[Philippe-Henri],
Efficient image signatures and similarities using tensor products of local descriptors,
CVIU(117), No. 6, June 2013, pp. 680-687.
Elsevier DOI 1304
BibRef
Earlier:
Improving image similarity with vectors of locally aggregated tensors,
ICIP11(669-672).
IEEE DOI 1201
Image retrieval; Image indexing; Image similarity; Feature vector BibRef

Tabia, H.[Hedi], Laga, H.[Hamid],
Covariance-Based Descriptors for Efficient 3D Shape Matching, Retrieval, and Classification,
MultMed(17), No. 9, September 2015, pp. 1591-1603.
IEEE DOI 1509
covariance analysis BibRef

Tabia, H.[Hedi], Laga, H.[Hamid], Picard, D.[David], Gosselin, P.H.[Philippe-Henri],
Covariance Descriptors for 3D Shape Matching and Retrieval,
CVPR14(4185-4192)
IEEE DOI 1409
3D shape retrieval; Covariance matrices; Riemannian distance BibRef

Tabia, H.[Hedi], Picard, D.[David], Laga, H.[Hamid], Gosselin, P.H.[Philippe-Henri],
3D shape similarity using vectors of locally aggregated tensors,
ICIP13(2694-2698)
IEEE DOI 1412
3D Shape retrieval; Bag of Features; Depth images BibRef

Tabia, H.[Hedi], Vu, N.S.[Ngoc-Son],
3D Shape Classification Using Information Fusion,
ICPR14(297-302)
IEEE DOI 1412
Accuracy BibRef

Benhabiles, H.[Halim], Tabia, H.[Hedi], Vandeborre, J.P.[Jean-Philippe],
Belief-Function-Based Framework for Deformable 3D-Shape Retrieval,
ICPR14(285-290)
IEEE DOI 1412
Computational modeling. Shape signature, compute similarity. BibRef

Gony, J.[Julien], Cord, M.[Matthieu], Philipp-Foliguet, S.[Sylvie], Gosselin, P.H.[Philippe H.], Precioso, F.[Frederic], Jordan, M.I.[Michel I.],
RETIN: a smart interactive digital media retrieval system,
CIVR07(93-96).
DOI Link 0707
BibRef

Gosselin, P.H.[Philippe H.], Cord, M.[Matthieu],
Active Learning Methods for Interactive Image Retrieval,
IP(17), No. 7, July 2008, pp. 1200-1211.
IEEE DOI 0806
BibRef
Earlier: A2, A1:
Image Retrieval using Long-Term Semantic Learning,
ICIP06(2909-2912).
IEEE DOI 0610
BibRef

Gorisse, D.[David], Cord, M.[Matthieu], Precioso, F.[Frederic],
SALSAS: Sub-linear active learning strategy with approximate k-NN search,
PR(44), No. 10-11, October-November 2011, pp. 2343-2357.
Elsevier DOI 1101
BibRef
Earlier:
Scalable active learning strategy for object category retrieval,
ICIP10(1013-1016).
IEEE DOI 1009
BibRef
Earlier:
Optimization on active learning strategy for object category retrieval,
ICIP09(1873-1876).
IEEE DOI 0911
Image retrieval; Active learning; Relevance feedback; Locality sensitive hashing; Scalability; Support vector machines BibRef

Gorisse, D.[David], Cord, M.[Matthieu], Precioso, F.[Frederic],
Locality-Sensitive Hashing for Chi2 Distance,
PAMI(34), No. 2, February 2012, pp. 402-409.
IEEE DOI 1112
For solving approximate nearest neighbor search. BibRef

Fournier, J., Cord, M.,
Long-Term Similarity Learning in Content-Based Image Retrieval,
ICIP02(I: 441-444).
IEEE DOI 0210
BibRef

Precioso, F.[Frederic], Cord, M.[Matthieu], Gorisse, D.[David], Thome, N.,
Efficient Bag-of-Feature kernel representation for image similarity search,
ICIP11(109-112).
IEEE DOI 1201
BibRef

Picard, D.[David], Cord, M.[Matthieu], Revel, A.[Arnaud],
Image Retrieval Over Networks: Active Learning Using Ant Algorithm,
MultMed(10), No. 7, November 2008, pp. 1356-1365.
IEEE DOI 0905
BibRef
Earlier: A1, A3, A2:
Long term learning for image retrieval over networks,
ICIP08(929-932).
IEEE DOI 0810
BibRef
Earlier: A1, A2, A3:
CBIR in Distributed Databases using a Multi-Agent System,
ICIP06(3205-3208).
IEEE DOI 0610
BibRef

Cord, M.[Matthieu], Gosselin, P.H.[Philippe H.], Philipp-Foliguet, S.[Sylvie],
Stochastic exploration and active learning for image retrieval,
IVC(25), No. 1, January 2007, pp. 14-23.
Elsevier DOI 0611
Image processing; Exploration of image database; Classification; Active learning BibRef

Valle, E., Cord, M., Philipp-Foliguet, S.,
Matching Local Descriptors for Image Identification on Cultural Databases,
ICDAR07(679-683).
IEEE DOI 0709
BibRef

Chen, S.C., Rubin, S.H., Shyu, M.L., Zhang, C.,
A Dynamic User Concept Pattern Learning Framework for Content-Based Image Retrieval,
SMC-C(36), No. 6, November 2006, pp. 772-783.
IEEE DOI 0611
BibRef

Qiu, G.P.[Guo-Ping], Morris, J.[Jeremy], Fan, X.L.[Xun-Li],
Visual guided navigation for image retrieval,
PR(40), No. 6, June 2007, pp. 1711-1721.
Elsevier DOI 0704
Image database; Image retrieval; Browsing/navigation; Entropy; Information theory; Color BibRef

Cai, G.[Guoray],
Contextualization of Geospatial Database Semantics for Human-GIS Interaction,
GeoInfo(11), No. 2, June 2007, pp. 217-237.
Springer DOI 0709
BibRef

Worring, M.[Marcel], Gevers, T.[Theo],
Interactive Retrieval Of Color Images,
IJIG(1), No. 3, July 2001, pp. 387-414. 0107
BibRef

Shen, J.[Jialie], Shepherd, J.[John], Ngu, A.H.H.[Anne H. H.],
An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration,
IJIG(7), No. 3, July 2007, pp. 551-581. 0707
BibRef

Ho, S.S.[Shen-Shyang], Wechsler, H.[Harry],
Query by Transduction,
PAMI(30), No. 9, September 2008, pp. 1557-1571.
IEEE DOI 0808
Transductive inference for learning. Related to query-by-committee. BibRef

Schaefer, G.[Gerald], Ruszala, S.[Simon],
Effective and efficient browsing of image databases,
IJIST(18), No. 2-3, 2007, pp. 137-145.
DOI Link 0804
BibRef
Earlier:
Hierarchical Image Database Navigation on a Hue Sphere,
ISVC06(II: 814-823).
Springer DOI 0611
BibRef
Earlier:
Image Database Navigation on a Hierarchical MDS Grid,
DAGM06(304-313).
Springer DOI 0610
BibRef
Earlier:
Image Database Navigation: A Globe-Al Approach,
ISVC05(279-286).
Springer DOI 0512
BibRef

Bae, W.D.[Wan D.], Alkobaisi, S.[Shayma], Kim, S.H.[Seon Ho], Narayanappa, S.[Sada], Shahabi, C.[Cyrus],
Web data retrieval: solving spatial range queries using k-nearest neighbor searches,
GeoInfo(13), No. 4, December 2009, pp. xx-yy.
Springer DOI 0909
BibRef

Khodaei, A.[Ali], Shahabi, C.[Cyrus], Li, C.[Chen],
SKIF-P: a point-based indexing and ranking of web documents for spatial-keyword search,
GeoInfo(16), No. 3, July 2012, pp. 563-596.
WWW Link. 1202
BibRef

Zhang, J., Ye, L.,
Content Based Image Retrieval Using Unclean Positive Examples,
IP(18), No. 10, October 2009, pp. 2370-2375.
IEEE DOI 0909
BibRef

Bruneau, P.[Pierrick], Picarougne, F.[Fabien], Gelgon, M.[Marc],
Interactive unsupervised classification and visualization for browsing an image collection,
PR(43), No. 2, February 2010, pp. 485-493.
Elsevier DOI 0910
Variational Bayes; Image browsing; Interactive visualization BibRef

Perona, P.,
Vision of a Visipedia,
PIEEE(98), No. 8, August 2010, pp. 1526-1534.
IEEE DOI 1008
Text is easy to search, images are not. So, a visual interface to Wikipedia to answer visual queries and allow experts to contribute and organize the knowledge. BibRef

Zhang, Y.J.[Yue-Jie], Yang, C.L.[Chun-Lei], Shen, Y.[Yi], Gao, Y.[Yuli], Fan, J.P.[Jian-Ping], Luo, H.Z.[Hang-Zai],
A Cross-Modal Approach to Cleansing Weakly Tagged Images,
MultMedMag(17), No. 4, October-December 2010, pp. 18-25.
IEEE DOI 1011
BibRef

Peng, J.Y.[Jin-Ye], Shen, Y.[Yi], Fan, J.P.[Jian-Ping],
Cross-modal social image clustering and tag cleansing,
JVCIR(24), No. 7, 2013, pp. 895-910.
Elsevier DOI 1309
Cross-modal image clustering BibRef

Yang, C.L.[Chun-Lei], Shen, J.L.[Jia-Lie], Peng, J.Y.[Jin-Ye], Fan, J.P.[Jian-Ping],
Image collection summarization via dictionary learning for sparse representation,
PR(46), No. 3, March 2013, pp. 948-961.
Elsevier DOI 1212
BibRef
Earlier: A1, A3, A4, Only: CVPR12(1122-1129).
IEEE DOI 1208
Automatic image summarization; Sparse coding; Dictionary learning; Simulated annealing BibRef

Wang, R., McKenna, S.J., Han, J., Ward, A.A.,
Visualizing Image Collections Using High-Entropy Layout Distributions,
MultMed(12), No. 8, 2010, pp. 803-813.
IEEE DOI 1011
BibRef

Belussi, A.[Alberto], Catania, B.[Barbara], Podestà, P.[Paola],
Topological operators: a relaxed query processing approach,
GeoInfo(16), No. 1, January 2012, pp. 67-110.
WWW Link. 1201
BibRef

Yang, Y.W.[Yan-Wu],
Personalized Search Strategies for Spatial Information on the Web,
IEEE_Int_Sys(27), No. 1, January-February 2012, pp. 12-20.
IEEE DOI 1203
BibRef

Papadopoulos, S.[Symeon], Zigkolis, C.[Christos], Kompatsiaris, Y.[Yiannis], Vakali, A.[Athena],
Cluster-Based Landmark and Event Detection for Tagged Photo Collections,
MultMedMag(18), No. 1, January-March 2011, pp. 52-63.
IEEE DOI 1103
BibRef

Papadopoulos, S.[Symeon], Kompatsiaris, Y.[Yiannis],
Social Multimedia Crawling for Mining and Search,
Computer(47), No. 5, May 2014, pp. 84-87.
IEEE DOI 1407
Crawlers
See also comparative study of object-level spatial context techniques for semantic image analysis, A. BibRef

Papadopoulos, S.[Symeon], Zigkolis, C.[Christos], Tolias, G.[Giorgos], Kalantidis, Y.[Yannis], Mylonas, P.[Phivos], Kompatsiaris, Y.[Yiannis], Vakali, A.[Athena],
Image clustering through community detection on hybrid image similarity graphs,
ICIP10(2353-2356).
IEEE DOI 1009
BibRef

Hwang, S.J.[Sung Ju], Grauman, K.[Kristen],
Reading between the Lines: Object Localization Using Implicit Cues from Image Tags,
PAMI(34), No. 6, June 2012, pp. 1145-1158.
IEEE DOI 1205
BibRef
And: CVPR10(2971-2978).
IEEE DOI Video of talk:
WWW Link. 1006
Using Tagged images, e.g. the nouns in the tags correspond to something somewhere in the image. Use other cues within the list of tags to improve object localization. Relative prominance, positional and size information. BibRef

Hwang, S.J.[Sung Ju], Grauman, K.[Kristen],
Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search,
IJCV(100), No. 2, November 2012, pp. 134-153.
WWW Link. 1209
BibRef
Earlier:
Accounting for the Relative Importance of Objects in Image Retrieval,
BMVC10(xx-yy).
HTML Version. 1009
Use the tags, order is important. BibRef

Donahue, J.[Jeff], Grauman, K.[Kristen],
Annotator rationales for visual recognition,
ICCV11(1395-1402).
IEEE DOI 1201
Manual annotations, not only what label, but why. BibRef

Parkash, A.[Amar], Parikh, D.[Devi],
Attributes for Classifier Feedback,
ECCV12(III: 354-368).
Springer DOI 1210
BibRef

Parikh, D.[Devi], Grauman, K.[Kristen],
Relative attributes,
ICCV11(503-510).
IEEE DOI 1201
Award, Marr Prize. BibRef
And:
Interactively building a discriminative vocabulary of nameable attributes,
CVPR11(1681-1688).
IEEE DOI 1106
BibRef

Hwang, S.J.[Sung Ju], Sha, F.[Fei], Grauman, K.[Kristen],
Sharing features between objects and their attributes,
CVPR11(1761-1768).
IEEE DOI 1106
BibRef

Tian, X., Lu, Y., Yang, L.,
Query Difficulty Prediction for Web Image Search,
MultMed(14), No. 4, 2012, pp. 951-962.
IEEE DOI 1208
BibRef

Sang, J., Xu, C., Lu, D.,
Learn to Personalized Image Search From the Photo Sharing Websites,
MultMed(14), No. 4, 2012, pp. 963-974.
IEEE DOI 1208
BibRef

Ewerth, R.[Ralph], Ballafkir, K., Mühling, M.[Markus], Seiler, D., Freisleben, B.[Bernd],
Long-Term Incremental Web-Supervised Learning of Visual Concepts via Random Savannas,
MultMed(14), No. 4, 2012, pp. 1008-1020.
IEEE DOI 1208
BibRef

Ma, Z.G., Nie, F., Yang, Y., Uijlings, J.R.R., Sebe, N.,
Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection,
MultMed(14), No. 4, 2012, pp. 1021-1030.
IEEE DOI 1208
BibRef

Thomee, B.[Bart], Lew, M.S.[Michael S.],
Interactive search in image retrieval: a survey,
MultInfoRetr(1), No. 2, July 2012, pp. 71-86.
WWW Link. 1211
Survey, Image Retrieval. BibRef

Chen, W.[Wei], Liu, Y.[Yu], Pu, N.[Nan], Wang, W.P.[Wei-Ping], Liu, L.[Li], Lew, M.S.[Michael S.],
Feature Estimations Based Correlation Distillation for Incremental Image Retrieval,
MultMed(24), No. 2022, pp. 1844-1856.
IEEE DOI 2204
Task analysis, Correlation, Data models, Modeling, Training, Context modeling, Image retrieval, Incremental learning, feature estimation BibRef

Sappa, A.D.[Angel D.], Vitrià, J.[Jordi],
Multimodal Interaction in Image and Video Applications,
Springer2013. ISBN 978-3-642-35931-6.

Li, X.R.[Xi-Rong], Snoek, C.G.M., Worring, M., Koelma, D., Smeulders, A.W.M.,
Bootstrapping Visual Categorization With Relevant Negatives,
MultMed(15), No. 4, 2013, pp. 933-945.
IEEE DOI image retrieval; visual categorization 1307
BibRef

Sang, J.[Jitao], Mei, T.[Tao], Xu, Y.Q.[Ying-Qing], Zhao, C.[Chen], Xu, C.S.[Chang-Sheng], Li, S.P.[Shi-Peng],
Interaction Design for Mobile Visual Search,
MultMed(15), No. 7, 2013, pp. 1665-1676.
IEEE DOI 1312
cameras BibRef

Zhang, N.[Ning], Mei, T.[Tao], Hua, X.S.[Xian-Sheng], Guan, L.[Ling], Li, S.P.[Shi-Peng],
TapTell: Interactive visual search for mobile task recommendation,
JVCIR(29), No. 1, 2015, pp. 114-124.
Elsevier DOI 1504
Visual intent. Use mobile device camera in search. BibRef

Gao, S.H.[Sheng-Hua], Tsang, I.W.H., Ma, Y.[Yi],
Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization,
IP(23), No. 2, February 2014, pp. 623-634.
IEEE DOI 1412
dictionaries BibRef

Xiao, Y.[Yang], Wu, J.X.[Jian-Xin], Yuan, J.S.[Jun-Song],
mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization,
IP(23), No. 2, February 2014, pp. 823-836.
IEEE DOI 1412
feature extraction BibRef

Lu, Z.[Zheng], Yang, X.K.[Xiao-Kang], Lin, W.Y.[Wei-Yao], Zha, H.Y.[Hong-Yuan], Chen, X.L.[Xiao-Lin],
Inferring User Image-Search Goals Under the Implicit Guidance of Users,
CirSysVideo(24), No. 3, March 2014, pp. 394-406.
IEEE DOI 1404
image processing BibRef

Wang, J.D.[Jing-Dong], Zhou, J.Z.[Jia-Zhen], Xu, H.[Hao], Mei, T.[Tao], Hua, X.S.[Xian-Sheng], Li, S.P.[Shi-Peng],
Image tag refinement by regularized latent Dirichlet allocation,
CVIU(124), No. 1, 2014, pp. 61-70.
Elsevier DOI 1406
Image tag refinement BibRef

Lu, J.Y.[Jun-Yang], Zhou, J.Z.[Jia-Zhen], Wang, J.D.[Jing-Dong], Mei, T.[Tao], Hua, X.S.[Xian-Sheng], Li, S.P.[Shi-Peng],
Image search results refinement via outlier detection using deep contexts,
CVPR12(3029-3036).
IEEE DOI 1208
BibRef

Qian, B.[Buyue], Wang, X.[Xiang], Cao, N.[Nan], Jiang, Y.G.[Yu-Gang], Davidson, I.,
Learning Multiple Relative Attributes With Humans in the Loop,
IP(23), No. 12, December 2014, pp. 5573-5585.
IEEE DOI 1412
human factors. Semantic attributes. BibRef

Sanchez-Hernandez, J.J., Garcia-Ortiz, J.P.[Juan Pablo], Gonzalez-Ruiz, V.[Vicente], Muller, D.[Daniel],
Interactive Streaming of Sequences of High Resolution JPEG2000 Images,
MultMed(17), No. 10, October 2015, pp. 1829-1838.
IEEE DOI 1511
image coding BibRef

Garcia-Ortiz, J.P.[Juan Pablo], Gonzalez-Ruiz, V.[Vicente], Garcia, I.[Inmaculada], Muller, D.[Daniel], Dimitoglou, G.[George],
Interactive Browsing of Remote JPEF 2000 Image Sequences,
ICPR10(3179-3182).
IEEE DOI 1008
BibRef

Kovashka, A.[Adriana], Parikh, D.[Devi], Grauman, K.[Kristen],
WhittleSearch: Interactive Image Search with Relative Attribute Feedback,
IJCV(115), No. 2, November 2015, pp. 185-210.
Springer DOI 1511
BibRef
Earlier:
WhittleSearch: Image search with relative attribute feedback,
CVPR12(2973-2980).
IEEE DOI 1208
BibRef

Yu, Z., Kovashka, A.[Adriana],
Syntharch: Interactive Image Search with Attribute-Conditioned Synthesis,
DIRA20(645-654)
IEEE DOI 2008
Generators, Semantics, Databases, Image generation, Visualization, Task analysis BibRef

Han, X., Zhang, C., Lin, W., Xu, M., Sheng, B., Mei, T.,
Tree-Based Visualization and Optimization for Image Collection,
Cyber(46), No. 6, June 2016, pp. 1286-1300.
IEEE DOI 1605
Correlation BibRef

Li, S.X.[Shao-Xin], Shan, S.G.[Shi-Guang], Yan, S., Chen, X.L.[Xi-Lin],
Relative Forest for Visual Attribute Prediction,
IP(25), No. 9, September 2016, pp. 3991-4003.
IEEE DOI 1609
BibRef
Earlier: A1, A2, A4, Only:
Relative Forest for Attribute Prediction,
ACCV12(I:316-327).
Springer DOI 1304
BibRef

Jiang, Y.G., Wang, J., Wang, Q., Liu, W., Ngo, C.W.,
Hierarchical Visualization of Video Search Results for Topic-Based Browsing,
MultMed(18), No. 11, November 2016, pp. 2161-2170.
IEEE DOI 1609
query processing BibRef

Andreas, J.[Jacob], Rohrbach, M.[Marcus], Darrell, T.J.[Trevor J.], Klein, D.[Dan],
Neural Module Networks,
CVPR16(39-48)
IEEE DOI 1612
Decompose questions, the where is, what is, which (appearance). BibRef

Wang, Y.[Yang], Lin, X.M.[Xue-Min], Wu, L.[Lin], Zhang, W.J.[Wen-Jie],
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval,
IP(26), No. 3, March 2017, pp. 1393-1404.
IEEE DOI 1703
collaborative filtering BibRef

Nwana, A.O., Chen, T.,
Querying Users as Oracles in Tag Engines for Personalized Image Tagging,
MultMedMag(24), No. 2, April 2017, pp. 66-75.
IEEE DOI 1705
Computer graphics, Image representation, Intelligent systems, Multimedia communication, Search engines, Search problems, Supervised learning, Tagging, L2R, SVM-rank, data analysis, graphics, image tagging, implicit feedback, intelligent systems, learning to rank, multimedia, personalization, semisupervised learning, user, behavior BibRef

Chen, J., Wang, C., Wang, J., Ying, X., Wang, X.,
Learning the Personalized Intransitive Preferences of Images,
IP(26), No. 9, September 2017, pp. 4139-4153.
IEEE DOI 1708
feature extraction, MuCri models, image content features, intransitive relations prediction, latent features, personalized intransitive image preferences learning, Intransitive image preference, multi-criterion models, BibRef

Dong, H.Y.[Hao-Yu], Wang, Z.[Ze], Qiu, Q.[Qiang], Sapiro, G.[Guillermo],
Using Text to Teach Image Retrieval,
MULA21(1643-1652)
IEEE DOI 2109
Manifolds, Visualization, Image retrieval, Semantics, Neural networks, Distance measurement BibRef

Li, Y.H.[Yan-Hong], Zhang, W.[Wang], Gao, Y.J.[Yun-Jun], Li, Q.[Qing], Shu, L.[Lihchyun], Luo, C.Y.[Chang-Yin],
DAPC: Answering Why-Not Questions on Top-k Direction-Aware ASK Queries in Polar Coordinates,
ITS(24), No. 5, May 2023, pp. 4932-4947.
IEEE DOI 2305
Indexes, Costs, Amplitude shift keying, Databases, Binary trees, Roads, Query processing, Augmented spatial keyword queries, DAPC BibRef

\ Fann, G.Z., Yeh, M.C.,
Granularity-based interactive image display,
ICIP17(4594-4594)
IEEE DOI 1803
Bars, Browsers, Computer science, Image retrieval, Indexes, Prototypes, Search engines, Image retrieval, interactive browsing BibRef

Furuta, R.[Ryosuke], Inoue, N.[Naoto], Yamasaki, T.[Toshihiko],
Efficient and Interactive Spatial-Semantic Image Retrieval,
MMMod18(I:190-202).
Springer DOI 1802
BibRef

Mai, L.[Long], Jin, H.L.[Hai-Lin], Lin, Z.[Zhe], Fang, C.[Chen], Brandt, J.[Jonathan], Liu, F.[Feng],
Spatial-Semantic Image Search by Visual Feature Synthesis,
CVPR17(1121-1130)
IEEE DOI 1711
Data models, Feature extraction, Neural networks, Semantics, Training, Visualization BibRef

Lu, Y.J.[Yi-Jie], Nguyen, P.A.[Phuong Anh], Zhang, H.[Hao], Ngo, C.W.[Chong-Wah],
Concept-Based Interactive Search System,
MMMod17(II: 463-468).
Springer DOI 1701
BibRef

Chen, Z.Y.[Ze-Yuan], Healey, C.G.[Christopher G.],
Large Image Collection Visualization Using Perception-Based Similarity with Color Features,
ISVC16(I: 379-390).
Springer DOI 1701
BibRef

Lei, C.Y.[Chen-Yi], Liu, D.[Dong], Li, W.P.[Wei-Ping], Zha, Z.J.[Zheng-Jun], Li, H.Q.[Hou-Qiang],
Comparative Deep Learning of Hybrid Representations for Image Recommendations,
CVPR16(2545-2553)
IEEE DOI 1612
BibRef

Gordea, S.[Sergiu], Vignoli, M.[Michela], Marttila, S.[Sanna],
CultureCam: An Interactive Search Tool for Small Image Galleries,
EuroMed16(I: 309-321).
Springer DOI 1611
BibRef

Verma, Y.[Yashaswi], Jawahar, C.V.,
Exploring Locally Rigid Discriminative Patches for Learning Relative Attributes,
BMVC15(xx-yy).
DOI Link 1601
BibRef

Sandeep, R.N.[Ramachandruni N.], Verma, Y.[Yashaswi], Jawahar, C.V.,
Relative Parts: Distinctive Parts for Learning Relative Attributes,
CVPR14(3614-3621)
IEEE DOI 1409

See also Relative attributes. BibRef

Edmundon, D., Schaefer, G.,
Visualisation and Browsing of Flickr Retrieval Results,
ACPR13(734-735)
IEEE DOI 1408
feature extraction BibRef

Anirudh, R.[Rushil], Turaga, P.K.[Pavan K.],
Interactively test driving an object detector: Estimating performance on unlabeled data,
WACV14(175-182)
IEEE DOI 1406
Clustering algorithms. Try it to see if it works. BibRef

Arpa, A., Ballan, L., Sukthankar, R., Taubin, G., Pollefeys, M., Raskar, R.,
CrowdCam: Instantaneous Navigation of Crowd Images Using Angled Graph,
3DV13(422-429)
IEEE DOI 1311
interactively exploring a collectively captured moment without explicit 3D reconstruction. BibRef

Rastegari, M.[Mohammad], Diba, A.[Ali], Parikh, D.[Devi], Farhadi, A.[Ali],
Multi-attribute Queries: To Merge or Not to Merge?,
CVPR13(3310-3317)
IEEE DOI 1309
BibRef

Pertusa, A.[Antonio], Gallego, A.J.[Antonio-Javier], Bernabeu, M.[Marisa],
MirBot: A Multimodal Interactive Image Retrieval System,
IbPRIA13(197-204).
Springer DOI 1307
BibRef

Borghesani, D.[Daniele], Grana, C.[Costantino], Cucchiara, R.[Rita],
2D images map warping for improved user interaction,
ICPR12(1096-1099).
WWW Link. 1302
BibRef

Schaefer, G.[Gerald],
Interactive Browsing of Image Repositories,
ICCVG12(236-244).
Springer DOI 1210
BibRef

Xu, Y.Z.[Yuan-Zhong],
A model based on three-layer agent of personalized information retrieval systems,
IASP11(677-679).
IEEE DOI 1112
BibRef

Liu, C.J.[Cheng-Jun], Song, G.W.[Guang-Wei],
A method of measuring the semantic gap in image retrieval: Using the information theory,
IASP11(287-291).
IEEE DOI 1112
BibRef

García-Moya, L.[Lisette], Anaya-Sánchez, H.[Henry], Berlanga, R.[Rafel], Aramburu, M.J.[María José],
Probabilistic Ranking of Product Features from Customer Reviews,
IbPRIA11(208-215).
Springer DOI 1106
BibRef

Wei, R.Z.[Ren-Zhong], Lu, H.[Hong], Zheng, Y.B.[Ying-Bin], Cen, L.[Lei], Jin, C.[Cheng], Xue, X.Y.[Xiang-Yang], Wu, W.G.[Wei-Guo],
How context helps: A discriminative codeword selection method for object detection,
ICIP10(3905-3908).
IEEE DOI 1009
BibRef

Bahroun, S.[Sahbi], Boujemaa, N.[Nozha], Belhadj, Z.[Ziad],
Hierarchical visual thesaurus building for satellite image retrieval based on semantic region labelling,
ICIP10(3193-3196).
IEEE DOI 1009
No initial image example, visual thesaurus (image patches). BibRef

Rouse, D.M.[David M.], Wang, Y.R.[Yi-Ran], Zhang, F.[Fan], Hemami, S.S.[Sheila S.],
A novel technique to acquire perceived utility scores from textual descriptions of distorted natural images,
ICIP10(2505-2508).
IEEE DOI 1009
Based on human descriptions, how useful is the image. BibRef

Lechervy, A.[Alexis], Gosselin, P.H.[Philippe-Henri], Precioso, F.[Frederic],
Boosting kernel combination for multi-class image categorization,
ICIP12(1893-1896).
IEEE DOI 1302
BibRef
Earlier:
Active Boosting for Interactive Object Retrieval,
ICPR10(3268-3271).
IEEE DOI 1008
BibRef

Wah, C.[Catherine], Belongie, S.J.[Serge J.],
Attribute-Based Detection of Unfamiliar Classes with Humans in the Loop,
CVPR13(779-786)
IEEE DOI 1309
attribute-based classification BibRef

Wah, C.[Catherine], Branson, S.[Steve], Perona, P.[Pietro], Belongie, S.J.[Serge J.],
Multiclass recognition and part localization with humans in the loop,
ICCV11(2524-2531).
IEEE DOI 1201
BibRef

Branson, S.[Steve], Wah, C.[Catherine], Schroff, F.[Florian], Babenko, B.[Boris], Welinder, P.[Peter], Perona, P.[Pietro], Belongie, S.J.[Serge J.],
Visual Recognition with Humans in the Loop,
ECCV10(IV: 438-451).
Springer DOI 1009
BibRef

Aly, M.[Mohamed], Munich, M.[Mario], Perona, P.[Pietro],
CompactKdt: Compact signatures for accurate large scale object recognition,
WACV12(505-512).
IEEE DOI 1203
BibRef
Earlier:
Distributed KD-Trees for Ultra Large Scale Object Recognition,
BMVC11(xx-yy).
HTML Version. 1110
BibRef
Earlier:
Indexing in large scale image collections: Scaling properties and benchmark,
WACV11(418-425).
IEEE DOI 1101
BibRef

Aly, M.[Mohamed], Welinder, P.[Peter], Munich, M.[Mario], Perona, P.[Pietro],
Scaling object recognition: Benchmark of current state of the art techniques,
Emergent09(2117-2124).
IEEE DOI 0910
BibRef
Earlier:
Automatic discovery of image families: Global vs. local features,
ICIP09(777-780).
IEEE DOI 0911
BibRef
And:
Towards automated large scale discovery of image families,
InterNet09(9-16).
IEEE DOI 0906
BibRef

Griffin, G.[Gregory], Perona, P.[Pietro],
Learning and using taxonomies for fast visual categorization,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Tandon, P.[Pradhee], Jawahar, C.V.,
A Bayesian Approach to Hybrid Image Retrieval,
PReMI09(489-494).
Springer DOI 0912
BibRef

Pulla, C.[Chandrika], Jawahar, C.V.,
Tripartite Graph Models for Multi Modal Image Retrieval,
BMVC10(xx-yy).
HTML Version. 1009
BibRef

Karthik, P.S.[P. Suman], Pulla, C.[Chandrika], Jawahar, C.V.,
Incremental on-line semantic indexing for image retrieval in dynamic databases,
SLAM09(9-16).
IEEE DOI 0906
BibRef

Jain, R.[Rahul], Sudha, P.M.[Praveen M.], Pramod, S.K.[Sankar K.], Jawahar, C.V.,
An indexing approach for speeding-up image classification,
ICCVGIP10(290-297).
DOI Link 1111
Recognize the category of objects. Classification using ideas of retreival. BibRef

Hu, G.[Gang], Gao, Q.G.[Qi-Gang],
An Interactive Image Feature Visualization System for Supporting CBIR Study,
ICIAR09(239-247).
Springer DOI 0907
BibRef

Zavesky, E.[Eric], Chang, S.F.[Shih-Fu], Yang, C.C.[Cheng-Chih],
Visual islands: intuitive browsing of visual search results,
CIVR08(617-626). 0807
BibRef

Imo, J.[Johannes], Klenk, S.[Sebastian], Heidemann, G.[Gunther],
Interactive feature visualization for image retrieval,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Roman, N.[Nathaniel], Pless, R.[Robert],
A System for Rapid Interactive Training of Object Detectors,
ISVC08(II: 123-132).
Springer DOI 0812
BibRef

Sav, S.[Sorin], Jones, G.J.F.[Gareth J. F.], Lee, H.W.[Hyo-Won], O'Connor, N.E.[Noel E.], Smeaton, A.F.[Alan F.],
Interactive Experiments in Object-Based Retrieval,
CIVR06(1-10).
Springer DOI 0607
BibRef

Ho, T.K.[Tin Kam],
Interactive tools for pattern discovery,
ICPR04(II: 509-512).
IEEE DOI 0409
BibRef

Wu, H.[Hong], Lu, H.Q.[Han-Qing], Ma, S.D.[Song-De],
WillHunter: Interactive Image Retrieval with Multilevel Relevance Measurement,
ICPR04(II: 1009-1012).
IEEE DOI 0409
BibRef

Wickel, J.[Jochen], Alvarado, P.[Pablo], Kraiss, K.F.[Karl-Friedrich],
Extracting Symbolic Descriptors for Interactive Object Retrieval,
SCIA03(290-297).
Springer DOI 0310
BibRef

Hachimura, K., Tojima, A.,
Image Retrieval Based on Compositional Features and Interactive Query Specification,
ICPR00(Vol IV: 262-266).
IEEE DOI 0009
BibRef

Bianchi Berthouze, N., Kato, T.,
An interactive visual environment to understand, model and exploit user subjectivity in image retrieving systems,
CIAP99(981-986).
IEEE DOI 9909
BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Relevance Feedback, Personal Photo Collections .