Deliverable 5.2 - the School of Engineering and Design - Brunel ...

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ICT Project 3D VIVANT– Deliverable 5.2Contract no.:248420Search & Retrieval Mechanisms &ToolsVersion ControlChange Log Version Date1 st draft(Iordanis Biperis - CERTH) 0.1 12/10/20102 nd draft (Thodoris Semertzidis - CERTH) 0.2 10/8/20123 rd draft (Vasilis Lovatsis – CERTH) 0.3 16/8/20124 nd draft (Thodoris Semertzidis – CERTH) 0.4 17/12/20125 rd version (Vasilis Lovatsis – CERTH) 0.5 04/3/20134/03/2013 2
ICT Project 3D VIVANT– Deliverable 5.2Contract no.:248420Search & Retrieval Mechanisms &ToolsTABLE OF CONTENTS1 INTRODUCTION ................................................................................................................................... 61.1 EXECUTIVE SUMMARY .......................................................................................................................... 61.2 DESIGN OBJECTIVES AND DOCUMENT STRUCTURE ....................................................................................... 72 FRAMEWORK ARCHITECTURE AND GRAPHICAL USER INTERFACE ......................................................... 83 DATABASE PREPARATION ................................................................................................................... 123.1 DATABASE STRUCTURE .............................................................................................................................. 123.2 DESCRIPTORS EXTRACTION ......................................................................................................................... 133.3 CODEBOOK GENERATION AND BAG-OF-WORDS .............................................................................................. 163.4 MANIFOLD LEARNING AND UNIFIED SEARCH SPACE .......................................................................................... 163.5 INDEX CREATION ...................................................................................................................................... 174 SEARCH FOR SIMILAR CONTENT ......................................................................................................... 184.1 SINGLE FRAME SEARCH .............................................................................................................................. 184.2 BATCH SEARCH TARGETING HYPERLINKER ENVIRONMENT .................................................................................. 215 IMPLEMENTATION DETAILS AND TOOLS ............................................................................................. 236 CONCLUSIONS .................................................................................................................................... 257 BIBLIOGRAPHY ................................................................................................................................... 264/03/2013 3
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