Learning query-class dependent weights in automatic video retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Finding the right shots: assessing usability and performance of a digital video library interface
Proceedings of the 12th annual ACM international conference on Multimedia
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
Extreme video retrieval: joint maximization of human and computer performance
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Learned lexicon-driven interactive video retrieval
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Mining novice user activity with TRECVID interactive retrieval tasks
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Efficient margin-based rank learning algorithms for information retrieval
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
A Learned Lexicon-Driven Paradigm for Interactive Video Retrieval
IEEE Transactions on Multimedia
Carnegie Mellon University traditional informedia digital video retrieval system
Proceedings of the 6th ACM international conference on Image and video retrieval
Access to recorded interviews: A research agenda
Journal on Computing and Cultural Heritage (JOCCH)
Supporting video library exploratory search: when storyboards are not enough
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Adaptive multiple feedback strategies for interactive video search
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Experiments in interactive video search by addition and subtraction
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Balancing thread based navigation for targeted video search
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Personalized News Video Recommendation
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
VisionGo: Towards video retrieval with joint exploration of human and computer
Information Sciences: an International Journal
Differences in video search behavior between novices and archivists
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Spoken Content Retrieval: A Survey of Techniques and Technologies
Foundations and Trends in Information Retrieval
Efficient targeted search using a focus and context video browser
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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The Carnegie Mellon University Informedia group has enjoyed consistent success with TRECVID interactive search using traditional storyboard interfaces for shot-based retrieval. For TRECVID 2006 the output of automatic search was included for the first time with storyboards, both as an option for an interactive user and in a different run as the sole means of access. The automatic search makes use of relevance-based probabilistic retrieval models to determine weights for combining retrieval sources when addressing a given topic. Storyboard-based access using automatic search output outperformed extreme video retrieval interfaces of manual browsing with resizable pages and rapid serial visualization of keyframes that used the same output. Further, the full Informedia interface with automatic search results as an option along with other query mechanisms scored significantly better than all other TRECVID 2006 interactive search systems. Attributes of the automatic search and interactive search systems are discussed to further optimize shot-based retrieval from news corpora.