A scalable content-addressable network
Proceedings of the 2001 conference on Applications, technologies, architectures, and protocols for computer communications
Similarity Search in High Dimensions via Hashing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Comparing Hybrid Peer-to-Peer Systems
Proceedings of the 27th International Conference on Very Large Data Bases
P-Grid: a self-organizing structured P2P system
ACM SIGMOD Record
A compact space decomposition for effective metric indexing
Pattern Recognition Letters
M-Chord: a scalable distributed similarity search structure
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Proceedings of the international workshop on Workshop on multimedia information retrieval
Peer-to-peer similarity search in metric spaces
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
HTC, a Fast P2P Image Browser Based on JXTA
ISMW '07 Proceedings of the Ninth IEEE International Symposium on Multimedia Workshops
Processing complex similarity queries in peer-to-peer networks
Proceedings of the 2008 ACM symposium on Applied computing
SSW: A Small-World-Based Overlay for Peer-to-Peer Search
IEEE Transactions on Parallel and Distributed Systems
PicShark: mitigating metadata scarcity through large-scale P2P collaboration
The VLDB Journal — The International Journal on Very Large Data Bases
Building self-organized image retrieval network
Proceedings of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval
Distributed Storage and Retrieve of Similar Images in P2P System
ISISE '08 Proceedings of the 2008 International Symposium on Information Science and Engieering - Volume 01
A Self-Organized System for Content-Based Search in Multimedia
ISM '08 Proceedings of the 2008 Tenth IEEE International Symposium on Multimedia
Content-Based Information Routing and Retrieval in Cluster-Based P2P Overlay Networks
SITIS '08 Proceedings of the 2008 IEEE International Conference on Signal Image Technology and Internet Based Systems
A 2-Layered Infrastructure of Content-Based Image Retrieval on Peer-to-Peer Network
CMC '09 Proceedings of the 2009 WRI International Conference on Communications and Mobile Computing - Volume 03
Distributed similarity search in high dimensions using locality sensitive hashing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Query Routing Mechanisms in Self-Organizing Search Systems
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
MUFIN: A Multi-feature Indexing Network
SISAP '09 Proceedings of the 2009 Second International Workshop on Similarity Search and Applications
Multidimensional routing indices for efficient distributed query processing
Proceedings of the 18th ACM conference on Information and knowledge management
Advanced multimedia search in P2P overlays
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
MESSIF: metric similarity search implementation framework
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
Efficient Peer-to-Peer Similarity Query Processing for High-dimensional Data
APWEB '10 Proceedings of the 2010 12th International Asia-Pacific Web Conference
Feedback-Based Performance Tuning for Self-Organizing Multimedia Retrieval Systems
MMEDIA '10 Proceedings of the 2010 Second International Conferences on Advances in Multimedia
A distributed fault-tolerant MPEG-7 retrieval scheme based on small world theory
IEEE Transactions on Multimedia
Scalable Retrieval and Mining With Optimal Peer-to-Peer Configuration
IEEE Transactions on Multimedia
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The rapid growth of P2P networks provides CBIR systems a distributed and suitable environment. In this survey, we review more than thirty recent articles on content-based image retrieval and similarity search methods in various P2P networks. We discuss them separately according to the different P2P topologies. Query routing, indexing, and other aspects in CBIR systems, based on three types of P2P topologies, are investigated. At the end, we give some future research directions with considering both the current technologies and real-world demands.