Ten lectures on wavelets
VisualSEEk: a fully automated content-based image query system
MULTIMEDIA '96 Proceedings of the fourth ACM international conference on Multimedia
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Support vector machine active learning for image retrieval
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital Image Processing
Learning-based linguistic indexing of pictures with 2--d MHMMs
Proceedings of the tenth ACM international conference on Multimedia
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Journal of Machine Learning Research
On image auto-annotation with latent space models
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Mean version space: a new active learning method for content-based image retrieval
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Learning an image manifold for retrieval
Proceedings of the 12th annual ACM international conference on Multimedia
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Probabilistic spatial context models for scene content understanding
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
An active learning framework for content-based information retrieval
IEEE Transactions on Multimedia
A multiresolution manifold distance for invariant image similarity
IEEE Transactions on Multimedia
Relevance feedback: a power tool for interactive content-based image retrieval
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the 6th ACM international conference on Image and video retrieval
An efficient manual image annotation approach based on tagging and browsing
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Evaluating bag-of-visual-words representations in scene classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Tagging over time: real-world image annotation by lightweight meta-learning
Proceedings of the 15th international conference on Multimedia
Bipartite graph reinforcement model for web image annotation
Proceedings of the 15th international conference on Multimedia
Improving accessibility of html documents bygenerating image-tags in a proxy
Proceedings of the 9th international ACM SIGACCESS conference on Computers and accessibility
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
A gesture based game for image tagging
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
Annotation suggestion and search for personal multimedia objects on the web
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
A survey of methods for image annotation
Journal of Visual Languages and Computing
Image Tagging Using PageRank over Bipartite Graphs
Proceedings of the 30th DAGM symposium on Pattern Recognition
A sparse gaussian processes classification framework for fast tag suggestions
Proceedings of the 17th ACM conference on Information and knowledge management
Building self-organized image retrieval network
Proceedings of the 2008 ACM workshop on Large-Scale distributed systems for information retrieval
Semantic lattices for multiple annotation of images
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Human action analysis, annotation and modeling in video streams based on implicit user interaction
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Video Annotation System Based on Categorizing and Keyword Labelling
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Impediments to general purpose Content Based Image search
C3S2E '09 Proceedings of the 2nd Canadian Conference on Computer Science and Software Engineering
PhotoSlap: a multi-player online game for semantic annotation
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Semantics-preserving bag-of-words models for efficient image annotation
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
International Journal of Web and Grid Services
Image use within the work task model: Images as information and illustration
Journal of the American Society for Information Science and Technology
Scene Retrieval of Natural Images
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Automatic Image Annotation Using Color K-Means Clustering
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Knowledge discovery over community-sharing media: from signal to intelligence
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Web image interpretation: semi-supervised mining annotated words
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Structured-image retrieval invariant to rotation, scaling and translation
WSEAS TRANSACTIONS on SYSTEMS
Minimum explanation complexity for MOD based visual concept detection
Proceedings of the international conference on Multimedia information retrieval
Building a web-scale image similarity search system
Multimedia Tools and Applications
Automatic handling of digital image repositories: a brief survey
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
A system that learns to tag videos by watching youtube
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
Web image annotation based on automatically obtained noisy training set
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Baselines for Image Annotation
International Journal of Computer Vision
Seek-n-Tag: a game for labeling and classifying virtual world objects
Proceedings of Graphics Interface 2010
Semantics-preserving bag-of-words models and applications
IEEE Transactions on Image Processing
Multi-dimensional keyword-based image annotation and search
Proceedings of the 2nd International Workshop on Keyword Search on Structured Data
Image clustering using local discriminant models and global integration
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
A probabilistic topic-connection model for automatic image annotation
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Large-scale music tag recommendation with explicit multiple attributes
Proceedings of the international conference on Multimedia
Shiatsu: semantic-based hierarchical automatic tagging of videos by segmentation using cuts
Proceedings of the 3rd international workshop on Automated information extraction in media production
Automatic tag recommendation algorithms for social recommender systems
ACM Transactions on the Web (TWEB)
A case for query by image and text content: searching computer help using screenshots and keywords
Proceedings of the 20th international conference on World wide web
An HMM-SVM-based automatic image annotation approach
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Content redundancy in YouTube and its application to video tagging
ACM Transactions on Information Systems (TOIS)
Probabilistic image tagging with tags expanded by text-based search
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
A review on automatic image annotation techniques
Pattern Recognition
Methods for automatic and assisted image annotation
Multimedia Tools and Applications
Model-based chart image classification
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Automatic image tagging using community-driven online image databases
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Understanding web images by object relation network
Proceedings of the 21st international conference on World Wide Web
Image retrieval using local and global properties of image regions with relevance feedback
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Improving image tags by exploiting web search results
Multimedia Tools and Applications
Tagging photos using users' vocabularies
Neurocomputing
Clustering results of image searches by annotations and visual features
Telematics and Informatics
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Automated annotation of digital pictures has been a highly challenging problem for computer scientists since the invention of computers. The capability of annotating pictures by computers can lead to breakthroughs in a wide range of applications including Web image search, online picture-sharing communities, and scientific experiments. In our work, by advancing statistical modeling and optimization techniques, we can train computers about hundreds of semantic concepts using example pictures from each concept. The ALIPR (Automatic Linguistic Indexing of Pictures -Real Time)system of fully automatic and high speed annotation for online pictures has been constructed. Thousands of pictures from an Internet photo-sharing site, unrelated to the source of those pictures used in the training process, have been tested. The experimental results show that a single computer processor can suggest annotation terms in real-time and with good accuracy.