See this document in CiteSeerX!

CLUE: Cluster-based Retrieval of Images by Unsupervised Learning (2003)  (Make Corrections)  (2 citations)
Yixin Chen, James Z. Wang, Robert Krovetz
IEEE Transactions on Image Processing



  Home/Search   Context   Related

 
View or download:
stanford.EDU/~wangz/project/...chen.pdf
Cached:  PS.gz  PS  PDF   Image  Update  Help

From:  stanford.EDU/~wangz/project/im... (more)
(Enter author homepages)

Rate this article: (best)
  Comment on this article  
(Enter summary)

Abstract: In a typical content-based image retrieval (CBIR) system, query results are a set of images sorted by feature similarities with respect to the query. However, images with high feature similarities to the query may be very di#erent from the query in terms of semantics. This discrepancy between low-level features and high-level concepts is known as the semantic gap. This paper introduces a novel image retrieval scheme, CLUster-based rEtrieval of images by unsupervised learning (CLUE), which... (Update)

Cited by:   More
An Unsupervised Method for Clustering Images Based on Their.. - Borba, Gamba, al. (2006)   (Correct)
An Attention-Driven Model for Grouping Similar Images.. - Marques, Mayron.. (2006)   (Correct)

Active bibliography (related documents):   More   All
1.3:   Content-Based Image Retrieval by Clustering - Chen, Wang, Krovetz (2003)   (Correct)
1.0:   A Region-Based Fuzzy Feature Matching Approach to Content-Based .. - Chen, Wang (2002)   (Correct)
0.5:   Automated Modeling and Nonlinear Axis Scaling - Leejay Wu (2005)   (Correct)

Similar documents based on text:   More   All
0.3:   Looking Beyond Region Boundaries: Region-Based Image Retrieval.. - Chen, Wang   (Correct)
0.3:   An Unsupervised Learning Approach To Content-Based Image.. - Yixin Chen James   (Correct)
0.2:   Support Vector Learning for Fuzzy Rule-Based Classification.. - Chen, Wang (2003)   (Correct)

Related documents from co-citation:   More   All
2:   An attention based similarity measure with application to content based informat.. - Stentiford - 2003
2:   Implementing the expert object recognition pathway - Draper, Baek et al. - 2003
2:   Is bottom-up attention useful for object recognition (context) - Rutishauser, Walther et al. - 2004

BibTeX entry:   (Update)

Y. Chen, J. Z. Wang, and R. Krovetz. CLUE: Cluster-based retrieval of images by unsupervised learning. IEEE Transactions on Image Processing, 14(8):1187--1201, Aug 2005. http://citeseer.ist.psu.edu/chen03clue.html   More

@article{ chen04b,
  author = {Yixin Chen and James Z. Wang and Robert Krovetz},
  title = {CLUE: Cluster-based Retrieval of Images by Unsupervised Learning},
  journal = {IEEE Transactions on Image Processing},
  year = {2004, in press},
  url = {citeseer.ist.psu.edu/chen03clue.html} }
Citations (may not include all citations):
2441   Johns Hopkins University Press (context) - Golub, Van Loan et al. - 1996
1526   Ten Lectures on Wavelets (context) - Daubechies - 1992
372   Modern Information Retrieval - Baeza-Yates, Ribeiro-Neto - 1999
325   Color Indexing (context) - Swain, Ballard - 1991
309   Partitioning Sparse Matrices with Eigenvectors of Graphs (context) - Pothen, Simon et al. - 1990
262   Photobook: Content-Based Manipulation for Image Databases - Pentland, Picard et al. - 1996
228   Nonlinear Dimensionality Reduction by Locally Linear Embeddi.. - Roweis, Saul - 2000
193   Normalized Cuts and Image Segmentation - Shi, Malik - 2000
184   A Global Geometric Framework for Nonlinear Dimensionality Re.. (context) - Tenenbaum, de Silva et al. - 2000
174   Content-Based Image Retrieval at the End of the Early Years (context) - Smeulders, Worring et al. - 2000
162   Using Discriminant Eigenfeatures for Image Retrieval - Swets, Weng - 1996
153   Relevance Feedback: A Power Tool for Interactive Content-Bas.. - Rui, Huang et al. - 1998
130   Chabot: Retrieval from a Relational Database of Images - Ogle, Stonebraker - 1995
122   Local Grayvalue Invariants for Image Retrieval (context) - Schmid, Mohr - 1997
113   NeTra: A Toolbox for Navigating Large Image Databases - Ma, Manjunath - 1997
113   Visual Information Retrieval - Gupta, Jain - 1997
85   Region Competition: Unifying Snakes, Region Growing, and Bay.. - Zhu, Yuille - 1996
63   Vision Texture for Annotation - Picard, Minka - 1995
57   Segmentation Using Eigenvectors: a Unifying View - Weiss - 1999
56   A Multibody Factorization Method for Motion Analysis - Costeira, Kanade - 1995
56   Reexamining the Cluster Hypothesis: Scatter/Gather on Retrie.. - Hearst, Pedersen - 1996
50   SIMPLIcity: Semantics-Sensitive Integrated Matching for Pict.. - Wang, Li et al. - 2001
50   Learning the Semantics of Words and Pictures - Barnard, Forsyth - 2001
48   A Factorization Approach to Grouping - Perona, Freeman - 1998
46   Visual Image Retrieval by Elastic Matching of User Sketches (context) - Bimbo, Pala - 1997
42   Iconic Indexing by 2D Strings (context) - Chang, Shi et al. - 1987
42   Comparing Images Using the Hausdor# Distance (context) - Huttenlocher, Klanderman et al. - 1993
40   Content-Based Image Indexing and Searching Using Daubechies'.. - Wang, Wiederhold et al. - 1998
35   Support Vector Machine Active Learning for Image Retrieval (context) - Tong, Chang - 2001
35   PicToSeek: Combining Color and Shape Invariant Features for .. (context) - Gevers, Smeulders - 2000
34   The Bayesian Image Retrieval System, PicHunter: Theory, Impl.. - Cox, Miller et al. - 2000
33   Blobworld: Image Segmentation Using ExpectationMaximization .. - Carson, Belongie et al. - 2002
32   Similarity Measures - Santini, Jain - 1999
31   Supporting Content-Based Queries over Images in MARS - Mehrotra, Rui et al. - 1997
23   IRM: Integrated Region Matching for Image Retrieval - Li, Wang et al. - 2000
22   Self-Organization in Vision: Stochastic Clustering for Image.. - Gdalyahu, Weinshall et al. - 2001
20   Automatic Linguistic Indexing of Pictures By a Statistical M.. - Li, Wang - 2003
18   Matching and Retrieval Based on the Vocabulary and Grammar o.. - Mojsilovic, Kovacevic et al. - 2000
15   Interactive Learning with a `Society of Models (context) - Minka, Picard - 1997
14   Unsupervised Multiresolution Segmentation for Images with Lo.. - Wang, Li et al. - 2001
12   A Region-Based Fuzzy Feature Matching Approach to Content-Ba.. - Chen, Wang - 2002
11   E#cient and E#ective Querying by Image Content (context) - Faloutsos, Barber et al. - 1994
10   Image Classification for Content-Based Indexing - Vailaya, Figueiredo et al. - 2001
9   The Earth Mover's Distance, Multi-Dimensional Scaling, and C.. (context) - Rubner, Guibas et al. - 1997
9   Supervised Learning of Large Perceptual Organization: Graph .. - Sarkar, Soundararajan - 2000
8   Graph Theoretic Techniques for Cluster Analysis Algorithm (context) - Matula - 1977
8   Classification with Nonmetric Distances: Image Retrieval and.. (context) - Jacobs, Weinshall et al. - 2000
8   Comparing Discriminating Transformations and SVM for Learnin.. (context) - Zhou, Huang - 2001
7   VisualSEEK: A Fully Automated Content-Based Query System (context) - Smith, Chang - 1996
6   E#cient Color Histogram Indexing for Quadratic Form Distance.. (context) - Hafner, Sawhney et al. - 1995
5   Invariant Image Recognition by Zernike Moments (context) - Kontanzad, Hong - 1990
3   Object-Based Image Similarity Computation Using Inductive Le.. (context) - Jia, Kitchen - 2000
2   SemQuery: Semantic Clustering and Querying on Heterogeneous .. - Sheikholeslami, Chang et al. - 2002

Online articles have much greater impact   More about CiteSeer.IST   Add search form to your site   Submit documents   Feedback  

CiteSeer.IST - Copyright Penn State and NEC