Digestor: device-independent access to the World Wide Web
Selected papers from the sixth international conference on World Wide Web
Unifying textual and visual cues for content-based image retrieval on the World Wide Web
Computer Vision and Image Understanding - Special issue on content-based access for image and video libraries
Personalizing web sites for mobile users
Proceedings of the 10th international conference on World Wide Web
RSVP Browser: Web Browsing on Small Screen Devices
Personal and Ubiquitous Computing
Extracting Text from WWW Images
ICDAR '97 Proceedings of the 4th International Conference on Document Analysis and Recognition
Detecting web page structure for adaptive viewing on small form factor devices
WWW '03 Proceedings of the 12th international conference on World Wide Web
WebSeer: An Image Search Engine for the World Wide Web
WebSeer: An Image Search Engine for the World Wide Web
A Collaborative Web Browsing System for Multiple Mobile Users
PERCOM '06 Proceedings of the Fourth Annual IEEE International Conference on Pervasive Computing and Communications
Categorizing Images in Web Documents
IEEE MultiMedia
A web browsing system based on adaptive presentation of web contents for cellular phones
W4A '06 Proceedings of the 2006 international cross-disciplinary workshop on Web accessibility (W4A): Building the mobile web: rediscovering accessibility?
OPA browser: a web browser for cellular phone users
Proceedings of the 20th annual ACM symposium on User interface software and technology
Foundations and Trends in Web Science
Browsing large HTML tables on small screens
Proceedings of the 21st annual ACM symposium on User interface software and technology
Personalised mobile learning content delivery: a learner centric approach
International Journal of Mobile Learning and Organisation
Visual snippets: summarizing web pages for search and revisitation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Identifying auxiliary web images using combination of analyses
MM '09 Proceedings of the 17th ACM international conference on Multimedia
'Oh web image, where art thou?'
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Visual summarization of web pages
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Enhancing browsing experience of table and image elements in web pages
International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Contemporary Issues in Handheld Computing Research
International Journal of Handheld Computing Research
Augmenting web search surrogates with images
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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It is difficult for users of mobile devices such as cellular phones equipped with a small screen and a poor input interface to browse Web pages designed for desktop PCs with large displays. Many studies and commercial products have tried to solve this problem. Web pages include images that have various roles such as site menus, line headers for itemization, and page titles. However, most studies of mobile Web browsing haven't paid much attention to the roles of Web images. In this paper, we define eleven Web image categories according to their roles and use these categories for proper Web image handling. We manually categorized 3,901 Web images collected from forty Web sites and extracted image features of each category according to the classification. By making use of the extracted features, we devised an automatic Web image classification method. Furthermore, we evaluated the automatic classification of real Web pages and achieved up to 83.1% classification accuracy. We also implemented an automatic Web page scrolling system as an application of our automatic image classification method.