Using latent semantic analysis to improve access to textual information
CHI '88 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualization, Estimation and User-Modeling for Interactive Browsing of Image Libraries
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Force-transfer: a new approach to removing overlapping nodes in graph layout
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
Effective browsing of web image search results
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Detecting image near-duplicate by stochastic attributed relational graph matching with learning
Proceedings of the 12th annual ACM international conference on Multimedia
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Audiovisual slideshow: present your journey by photos
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
MediaMill: semantic video search using the RotorBrowser
Proceedings of the 6th ACM international conference on Image and video retrieval
Interactive access to large image collections using similarity-based visualization
Journal of Visual Languages and Computing
Visual cue cluster construction via information bottleneck principle and kernel density estimation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Exploring the synergy of humans and machines in extreme video retrieval
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
A generic framework of user attention model and its application in video summarization
IEEE Transactions on Multimedia
PicSOM-self-organizing image retrieval with MPEG-7 content descriptors
IEEE Transactions on Neural Networks
CuZero: embracing the frontier of interactive visual search for informed users
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Foundations and Trends in Information Retrieval
Designing Novel Image Search Interfaces by Understanding Unique Characteristics and Usage
INTERACT '09 Proceedings of the 12th IFIP TC 13 International Conference on Human-Computer Interaction: Part II
Deep exploration for experiential image retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
ClassSearch: facilitating the development of web search skills through social learning
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An interface for opportunistic discovery of information for young people
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: users and applications - Volume Part IV
Efficient targeted search using a focus and context video browser
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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The amount of available digital multimedia has seen exponential growth in recent years. While advances have been made in the indexing and searching of images and videos, less focus has been given to aiding users in the interactive exploration of large datasets. In this paper a new framework, called visual islands, is proposed that reorganizes image query results from an initial search or even a general photo collection using a fast, non-global feature projection to compute 2D display coordinates. A prototype system is implemented and evaluated with three core goals: fast browsing, intuitive display, and non-linear exploration. Using the TRECVID2005[15] dataset, 10 users evaluated the goals over 24 topics. Experiments show that users experience improved comprehensibility and achieve a significant page-level precision improvement with the visual islands framework over traditional paged browsing.