Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Design Wise: A Guide for Evaluating the Interface Design of Information Resources
Design Wise: A Guide for Evaluating the Interface Design of Information Resources
Indoor-Outdoor Image Classification
CAIVD '98 Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases (CAIVD '98)
Metadata creation system for mobile images
Proceedings of the 2nd international conference on Mobile systems, applications, and services
MMM2: mobile media metadata for media sharing
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Metadata Practices for Consumer Photos
IEEE MultiMedia
Automatic Categorization of Image Regions Using Dominant Color Based Vector Quantization
DICTA '08 Proceedings of the 2008 Digital Image Computing: Techniques and Applications
Landmark detection from mobile life log using a modular Bayesian network model
Expert Systems with Applications: An International Journal
Automatic feature selection for context recognition in mobile devices
Pervasive and Mobile Computing
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Mining multi-tag association for image tagging
World Wide Web
Automatic tagging and geotagging in video collections and communities
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
A review on automatic image annotation techniques
Pattern Recognition
Methods for automatic and assisted image annotation
Multimedia Tools and Applications
Automatic image tagging based on regions of interest
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Using activity theory to model context awareness
MRC'05 Proceedings of the Second international conference on Modeling and Retrieval of Context
Modeling Human Judgment of Digital Imagery for Multimedia Retrieval
IEEE Transactions on Multimedia
Semi-Automatic Tagging of Photo Albums via Exemplar Selection and Tag Inference
IEEE Transactions on Multimedia
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Automatic image tagging using two-layered Bayesian networks and mobile data from smart phones
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia
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Advances in digital media technology have increased in multimedia content. Tagging is one of the most effective methods to manage a great volume of multimedia content. However, manual tagging has limitations such as human fatigue and subjective and ambiguous keywords. In this paper, we present an automatic tagging method to generate semantic annotation on a mobile phone. In order to overcome the constraints of the mobile environment, the method uses two layered Bayesian networks. In contrast to existing techniques, this approach attempts to design probabilistic models with fixed tree structures and intermediate nodes. To evaluate the performance of this method, an experiment is conducted with data collected over a month. The result shows the efficiency and effectiveness of our proposed method. Furthermore, a simple graphic user interface is developed to visualize and evaluate recognized activities and probabilities.