CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
On the use of spreading activation methods in automatic information
SIGIR '88 Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
Unified theories of cognition
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Pathfinder associative networks: studies in knowledge organization
Pathfinder associative networks: studies in knowledge organization
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
The SR-tree: an index structure for high-dimensional nearest neighbor queries
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Communications of the ACM
International Journal of Human-Computer Studies
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multidimensional binary search trees used for associative searching
Communications of the ACM
Does organisation by similarity assist image browsing?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Self-Organizing Maps
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Integrated Browsing and Querying for Image Databases
IEEE MultiMedia
Emergent Semantics through Interaction in Image Databases
IEEE Transactions on Knowledge and Data Engineering
Similarity Indexing with the SS-tree
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Integrated Browsing and Searching of Large Image Collections
VISUAL '00 Proceedings of the 4th International Conference on Advances in Visual Information Systems
The rising landscape: a visual exploration of superstring revolutions in physics
Journal of the American Society for Information Science and Technology
Image Browsing with PCA-Assisted User-Interaction
CBAIVL '01 Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL'01)
Interactive Learning with a "Society of Models"
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Efficient matching and clustering of video shots
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 1)-Volume 1 - Volume 1
ImageRover: A Content-Based Image Browser for the World Wide Web
ImageRover: A Content-Based Image Browser for the World Wide Web
Image Browsing using Hierarchical Clustering
ISCC '99 Proceedings of the The Fourth IEEE Symposium on Computers and Communications
A Metric for Distributions with Applications to Image Databases
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Visualization and User-Modeling for Browsing Personal Photo Libraries
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Video information retrieval using objects and ostensive relevance feedback
Proceedings of the 2004 ACM symposium on Applied computing
COMPSAC '04 Proceedings of the 28th Annual International Computer Software and Applications Conference - Volume 01
Pathfinder Networks for Content Based Image Retrieval Based on Automated Shape Feature Discovery
ISMSE '04 Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering
Browsing Texture Image Databases
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
A Unifying Approach to Hard and Probabilistic Clustering
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 - Volume 01
Mental image search by boolean composition of region categories
Multimedia Tools and Applications
NNk networks and automated annotation for browsing large image collections from the world wide web
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Fast Similarity Search for High-Dimensional Dataset
ISM '06 Proceedings of the Eighth IEEE International Symposium on Multimedia
An online system for gathering image similarity judgements
Proceedings of the 15th international conference on Multimedia
A Nonlinear Mapping for Data Structure Analysis
IEEE Transactions on Computers
A Branch and Bound Algorithm for Computing k-Nearest Neighbors
IEEE Transactions on Computers
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
Interactive access to large image collections using similarity-based visualization
Journal of Visual Languages and Computing
Multiple Bernoulli relevance models for image and video annotation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Visualizing evolving networks: minimum spanning trees versus pathfinder networks
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Automated image annotation using global features and robust nonparametric density estimation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Fast similarity search and clustering of video sequences on the world-wide-web
IEEE Transactions on Multimedia
Hierarchical browsing and search of large image databases
IEEE Transactions on Image Processing
Unsupervised image-set clustering using an information theoretic framework
IEEE Transactions on Image Processing
Prefetching and Caching Strategies for Remote and Interactive Browsing of JPEG2000 Images
IEEE Transactions on Image Processing
Video visualization for compact presentation and fast browsing of pictorial content
IEEE Transactions on Circuits and Systems for Video Technology
Browsing a Large Collection of Community Photos Based on Similarity on GPU
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Foundations and Trends in Information Retrieval
Organizing and browsing photos using different feature vectors and their evaluations
Proceedings of the ACM International Conference on Image and Video Retrieval
A Simulated User Study of Image Browsing Using High-Level Classification
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
A next generation browsing environment for large image repositories
Multimedia Tools and Applications
Faceted exploration of image search results
Proceedings of the 19th international conference on World wide web
Digital photo classification methodology for groups of photographers
Multimedia Tools and Applications
Photos, time, navigation, visualization, recommendation and interactive TV: issues and contributions
Multimedia Tools and Applications
Index support for content-based multimedia exploration
Proceedings of the international conference on Multimedia
Visual image browsing and exploration (Vibe): user evaluations of image search tasks
AMT'10 Proceedings of the 6th international conference on Active media technology
Multimodal image collection visualization using non-negative matrix factorization
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Organizing and browsing image search results based on conceptual and visual similarities
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Content-based multimedia retrieval in the presence of unknown user preferences
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Towards the semantic and context-aware management of mobile multimedia
Multimedia Tools and Applications
Interactive image retrieval with wavelet features
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
A user interaction model based on the principle of polyrepresentation
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
Similarity-based image organization and browsing using multi-resolution self-organizing map
Image and Vision Computing
Interactive content based image retrieval using ripplet transform and fuzzy relevance feedback
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
PythiaSearch: a multiple search strategy-supportive multimedia retrieval system
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Mobile image browsing on a 3D globe: demo paper
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
A permeable expert search strategy approach to multimodal retrieval
Proceedings of the 4th Information Interaction in Context Symposium
Interacting with image collections: visualisation and browsing of image repositories
Proceedings of the 20th ACM international conference on Multimedia
A kernel-based framework for image collection exploration
Journal of Visual Languages and Computing
Interactive exploration of image collections on mobile devices
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Multimedia information retrieval in a social context
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
Spacious: an interactive mental search interface
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
CIDER: Concept-based image diversification, exploration, and retrieval
Information Processing and Management: an International Journal
Personalized multi-modality image management and search for mobile devices
Personal and Ubiquitous Computing
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The problem of content based image retrieval (CBIR) has traditionally been investigated within a framework that emphasises the explicit formulation of a query: users initiate an automated search for relevant images by submitting an image or draw a sketch that exemplifies their information need. Often, relevance feedback is incorporated as a post-retrieval step for optimising the way evidence from different visual features is combined. While this sustained methodological focus has helped CBIR to mature, it has also brought out its limitations more clearly: There is often little support for exploratory search and scaling to very large collections is problematic. Moreover, the assumption that users are always able to formulate an appropriate query is questionable. An effective, albeit much less studied, method of accessing image collections based on visual content is that of browsing. The aim of this survey paper is to provide a structured overview of the different models that have been explored over the last one to two decades, to highlight the particular challenges of the browsing approach and to focus attention on a few interesting issues that warrant more intense research.