Inter-Media Hashing for Large-scale Retrieval from Heterogeneous Data Sources

Summary: Proposes Inter-Media Hashing (IMH) for large-scale cross-modal retrieval across heterogeneous data sources. Maps multimodal data to a common Hamming space for fast search (XOR/bit-count) and learns hashing functions via linear regression for efficient online encoding. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4683
Venue: SIGMOD
Year: 2013
Pagerank: 7.0258619e-05
Overall Rank: 3,510 | 75.59%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,229	SK-LSH : An Efficient Index Structure for Approximate Nearest Neighbor Search	2014	VLDB	0.00013157271
5,656	HYDRA: Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling	2014	SIGMOD	5.3866501e-05
11,655	Top-k Queries over Digital Traces	2019	SIGMOD	4.1945683e-05
11,955	Scaling Manifold Ranking Based Image Retrieval	2015	VLDB	4.1945683e-05
12,016	Effective Multi-Modal Retrieval based on Stacked Auto-Encoders	2014	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
79	A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces	1998	VLDB	0.00056242144
91	M-tree: An Efficient Access Method for Similarity Search in Metric Spaces	1997	VLDB	0.0005181666
400	Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search	2007	VLDB	0.0002427237
575	Distance-Based Indexing For High-Dimensional Metric Spaces	1997	SIGMOD	0.00019882723
605	Locality-Sensitive Hashing Scheme Based on Dynamic Collision Counting	2012	SIGMOD	0.000193396
4,666	Towards Effective Indexing for Very Large Video Sequence Database	2005	SIGMOD	6.0124339e-05
12,176	Effective Data Co-Reduction for Multimedia Similarity Search	2011	SIGMOD	4.1945683e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,555	Fast Parallel Similarity Search in Multimedia Databases	1997	SIGMOD	6.9772546e-05
12,671	An Extendible Hash for Multi-Precision Similarity Querying of Image Databases	2001	VLDB	4.1945683e-05
12,730	A Multi-Similarity Algebra	1998	SIGMOD	4.1945683e-05
6,164	Similarity Search: A Matching Based Approach	2006	VLDB	5.1733919e-05
4,609	A General and Efficient Querying Method for Learning to Hash	2018	SIGMOD	6.0528541e-05
12,224	Multiple Feature Fusion for Social Media Applications	2010	SIGMOD	4.1945683e-05
12,016	Effective Multi-Modal Retrieval based on Stacked Auto-Encoders	2014	VLDB	4.1945683e-05
3,425	Efficient EMD-based Similarity Search in Multimedia Databases via Flexible Dimensionality Reduction	2008	SIGMOD	7.1077107e-05
12,778	Facilitating Multimedia Database Exploration through Visual Interfaces and Perpetual Query Reformulations	1997	VLDB	4.1945683e-05
12,176	Effective Data Co-Reduction for Multimedia Similarity Search	2011	SIGMOD	4.1945683e-05