04/29 regular meeting paper

Image Classification for Mobile Web Browsing ,[object Object],[object Object],[object Object],[object Object]

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

INTRDUCTION ,[object Object],[object Object],[object Object]

Goal ,[object Object],[object Object],[object Object],[object Object],[object Object]

IMAGE CATEGORIES ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Four categories with string images ,[object Object],[object Object],[object Object],[object Object]

Four categories with string images ,[object Object],[object Object],[object Object]

Four categories with string images ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Two categories have small images ,[object Object],[object Object],[object Object]

Other five categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],<MAP NAME=“world"> <AREA href=“map.gif” … > </MAP>

Other five categories ,[object Object],[object Object],[object Object]

Other five categories ,[object Object],[object Object],[object Object],[object Object],[object Object]

Other five categories ,[object Object],[object Object],[object Object],[object Object]

DATA SET ANALYSIS ,[object Object],[object Object],[object Object]

Distribution of collected images 541 LAYOUTER 951 CONTENT 329 AD 53 MAP 141 TITLE 264 ICON 311 ITEM 87 BUTTON 69 DECORATION 469 SECTION 686 MENU number Category

Image features ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (HTML) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (HTML) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (HTML) ,[object Object],[object Object],[object Object],[object Object]

Image features (HTML) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (Web server) ,[object Object],[object Object],[object Object],[object Object]

Image features (Rendering info.) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (Image processing) ,[object Object],[object Object],[object Object],[object Object],[object Object]

Image features (Image processing) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

EVALUATION ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

EVALUATION ,[object Object],[object Object],[object Object],[object Object]

WEB PAGE AUTOMATIC SCROLLING APPLICATION ,[object Object]

Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object]

04/29 regular meeting paper

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04/29 regular meeting paper