Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance evaluation in content-based image retrieval: overview and proposals
Pattern Recognition Letters - Special issue on image/video indexing and retrieval
On the Surprising Behavior of Distance Metrics in High Dimensional Spaces
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Top Ten Problems in Visual Interfaces to Digital Libraries
Visual Interfaces to Digital Libraries [JCDL 2002 Workshop]
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Journal of the American Society for Information Science and Technology
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Visualization for Information Retrieval (The Information Retrieval Series)
Visualization for Information Retrieval (The Information Retrieval Series)
World-scale mining of objects and events from community photo collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A survey of browsing models for content based image retrieval
Multimedia Tools and Applications
Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approximate similarity search in metric spaces using inverted files
Proceedings of the 3rd international conference on Scalable information systems
A Statistical Framework for Image Category Search from a Mental Picture
IEEE Transactions on Pattern Analysis and Machine Intelligence
Faceted exploration of image search results
Proceedings of the 19th international conference on World wide web
Modern Information Retrieval
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
ImageCLEF: Experimental Evaluation in Visual Information Retrieval
High-Dimensional Multimodal Distribution Embedding
ICDMW '10 Proceedings of the 2010 IEEE International Conference on Data Mining Workshops
Mining networked media collections
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Multiple kernel learning via distance metric learning for interactive image retrieval
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
Learning a semantic space from user's relevance feedback for image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
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This note presents an overview of the literature related to multimedia information retrieval, as a tool in the context of inter-connected media. The goal is to propose and motivate a structure to present key focus and successful achievements in the domain. We go through the base foundations of multimedia information retrieval and investigate new challenges. Here, we particularly focus on providing large-scale accurate access to the data from both the user and the computation perspectives. We identify and discuss information representation and fusion as key building blocks of an efficient and accurate information access strategy.