Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval
Summary: Qcluster introduces adaptive classification and cluster-merging for disjunctive, multi-cluster relevance feedback in large-scale image retrieval. It uses linear-transform invariant measures to make retrieval robust to cluster shapes, achieving significant gains over query expansion and query-point movement on MARS with fast convergence to the user’s true need. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Deok-Hwan Kim
- 2. Chin-Wan Chung
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,130 | VOCAL: Video Organization and Interactive Compositional AnaLytics | 2022 | CIDR | 5.1962107e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 330 | The Query By Image Content (QBIC) System | 1995 | SIGMOD | 0.00027229588 |
| 1,608 | MindReader: Querying databases through multiple examples | 1998 | VLDB | 0.00011151257 |
| 3,664 | FALCON: Feedback Adaptive Loop for Content-Based Retrieval | 2000 | VLDB | 6.8636265e-05 |
| 5,344 | FeedbackBypass: A New Approach to Interactive Similarity Query Processing | 2001 | VLDB | 5.5576339e-05 |
| 7,855 | Adaptable Similarity Search using Non-Relevant Information | 2002 | VLDB | 4.6348533e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,176 | Effective Data Co-Reduction for Multimedia Similarity Search | 2011 | SIGMOD | 4.1945683e-05 |
| 12,820 | Similarity based Retrieval of Pictures Using Indices on Spatial Relationships | 1995 | VLDB | 4.1945683e-05 |
| 7,855 | Adaptable Similarity Search using Non-Relevant Information | 2002 | VLDB | 4.6348533e-05 |
| 3,604 | Spatial and Temporal Constrained Ranked Retrieval over Videos | 2022 | VLDB | 6.9301368e-05 |
| 1,293 | Content-Based Image Indexing | 1994 | VLDB | 0.00012783639 |
| 17 | Optimizing Multi-Feature Queries for Image Databases | 2000 | VLDB | 0.00096067547 |
| 12,016 | Effective Multi-Modal Retrieval based on Stacked Auto-Encoders | 2014 | VLDB | 4.1945683e-05 |
| 5,654 | An Information Retrieval Approach for Image Databases | 1992 | VLDB | 5.3878374e-05 |
| 3,664 | FALCON: Feedback Adaptive Loop for Content-Based Retrieval | 2000 | VLDB | 6.8636265e-05 |
| 12,511 | Using High Dimensional Indexes to Support Relevance Feedback Based Interactive Images Retrieval | 2006 | VLDB | 4.1945683e-05 |