Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Labeling images with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The relative effectiveness of concept-based versus content-based video retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Successful approaches in the TREC video retrieval evaluations
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
Interactive search in large video collections
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Addressing the challenge of visual information access from digital image and video libraries
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
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
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
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Search trails using user feedback to improve video search
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Query representation by structured concept threads with application to interactive video retrieval
Journal of Visual Communication and Image Representation
ViGOR: a grouping oriented interface for search and retrieval in video libraries
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Multimedia surrogates for video gisting: Toward combining spoken words and imagery
Information Processing and Management: an International Journal
User variance and its impact on video retrieval benchmarking
Proceedings of the ACM International Conference on Image and Video Retrieval
The role of expertise in aiding video search
Proceedings of the ACM International Conference on Image and Video Retrieval
Visual search in dynamic 3D visualisations of unstructured picture collections
Interacting with Computers
An asynchronous collaborative search system for online video search
Information Processing and Management: 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
A video navigation interface using multi-faceted search hierarchies
Proceedings of the 4th ACM Multimedia Systems Conference
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TRECVID participants have enjoyed consistent success using storyboard interfaces for shot-based retrieval, as measured by TRECVID interactive search mean average precision (MAP). However, much is lost by only looking at MAP, and especially by neglecting to bring in representatives of the target user communities to conduct such tasks. This paper reports on the use of within-subjects experiments to reduce subject variability and emphasize the examination of specific video search interface features for their effectiveness in interactive retrieval and user satisfaction. A series of experiments is surveyed to illustrate the gradual realization of getting non-experts to utilize non-textual query features through interface adjustments. Notably, the paper explores the use of the search system by government intelligence analysts, concluding that a variety of search methods are useful for news video retrieval and lead to improved satisfaction. This community, dominated by text search system expertise but still new to video and image search, performed better with and favored a system with image and concept query capabilities over an exclusive text-search system. The user study also found that sports topics mean nothing for this user community and tens of relevant shots collected into the answer set are considered enough to satisfy the information need. Lessons learned from these user interactions are reported, with recommendations on both interface improvements for video retrieval systems and enhancing the ecological validity of video retrieval interface evaluations.