Using High Dimensional Indexes to Support Relevance Feedback Based Interactive Images Retrieval

Summary: Tackles semantic gap in image retrieval via relevance feedback, using high-dimensional indexes to boost precision and recall. Proposes a B+-tree-like index with cluster splitting and iDistance; demo analyzes adaptive distance updates and index efficiency. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9602
Venue: VLDB
Year: 2006
Pagerank: 5.093636e-05
Overall Rank: 12,704 | 12.84%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Junqi Zhang (Fudan University)
2. Xiangdong Zhou (Fudan University)
3. Wei Wang (Fudan University)
4. Baile Shi (Fudan University)
5. Jian Pei (Simon Fraser University)

BibTeX Citation

@article{zhang_vldb06,
        title = {{Using High Dimensional Indexes to Support Relevance Feedback Based Interactive Images Retrieval}},
        author = {Zhang, Junqi and Zhou, Xiangdong and Wang, Wei and Shi, Baile and Pei, Jian},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {1211--1214},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

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
2	R-Trees: A Dynamic Index Structure For Spatial Searching	1984	SIGMOD	0.0020210012
46	A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces	1998	VLDB	0.00044853085
56	M-tree: An Efficient Access Method for Similarity Search in Metric Spaces	1997	VLDB	0.00040719947
2,979	Indexing the Distance: An Efficient Method to KNN Processing	2001	VLDB	7.8984588e-05
4,618	Towards Effective Indexing for Very Large Video Sequence Database	2005	SIGMOD	6.6036373e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	277	The SR-tree: An Index Structure for High-Dimensional Nearest Neighbor Queries	1997	SIGMOD
2	797	Dimensionality Reduction for Similarity Searching in Dynamic Databases	1998	SIGMOD
3	3,363	Efficient k-NN Search on Vertically Decomposed Data	2002	SIGMOD
4	9,334	Adaptive Indexing in High-Dimensional Metric Spaces	2023	VLDB
5	12,371	Effective Data Co-Reduction for Multimedia Similarity Search	2011	SIGMOD
6	592	Distance-Based Indexing For High-Dimensional Metric Spaces	1997	SIGMOD
7	1,776	Efficient User-Adaptable Similarity Search in Large Multimedia Databases	1997	VLDB
8	9,174	Qcluster: Relevance Feedback Using Adaptive Clustering for Content-Based Image Retrieval	2003	SIGMOD
9	13,014	Similarity based Retrieval of Pictures Using Indices on Spatial Relationships	1995	VLDB
10	1,384	Content-Based Image Indexing	1994	VLDB