FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Designing adaptive documents that are visually appealing across various devices and for diverse viewers is a challenging task. This is due to the wide variety of devices and different viewer requirements and preferences. Alterations to a document’s content, style, or layout often necessitate numerous adjustments, potentially leading to a complete layout redesign. We introduce FlexDoc, a framework for creating and consuming documents that seamlessly adapt to different devices, author, and viewer preferences and interactions. It eliminates the need to manually create multiple document layouts, as FlexDoc enables authors to define desired document properties using templates and employs both discrete and continuous optimization in a novel comprehensive optimization process, which leverages automatic text summarization and image carving techniques to adapt both layout and content during consumption dynamically. Further, we demonstrate FlexDoc in real-world scenarios.

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Publication Details

Published
2024-09-02
DOI
https://doi.org/10.1109/vl/hcc60511.2024.00032
Citations
1
Primary Topic
Web Data Mining and Analysis
Type
article
Field-Weighted Citation Impact
0.78

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article

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Rajiv Jain, Vlad I. Morariu, Christopher Tensmeyer, Yue Jiang et al.
1 citations
Web Data Mining and Analysis
0.78
article

FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout

Rajiv Jain, Vlad I. Morariu, Christopher Tensmeyer, Yue Jiang, Christof Lutteroth, Wolfgang Stuerzlinger, Varun Manjunatha
article en
1 citations

Abstract

Designing adaptive documents that are visually appealing across various devices and for diverse viewers is a challenging task. This is due to the wide variety of devices and different viewer requirements and preferences. Alterations to a document’s content, style, or layout often necessitate numerous adjustments, potentially leading to a complete layout redesign. We introduce FlexDoc, a framework for creating and consuming documents that seamlessly adapt to different devices, author, and viewer preferences and interactions. It eliminates the need to manually create multiple document layouts, as FlexDoc enables authors to define desired document properties using templates and employs both discrete and continuous optimization in a novel comprehensive optimization process, which leverages automatic text summarization and image carving techniques to adapt both layout and content during consumption dynamically. Further, we demonstrate FlexDoc in real-world scenarios.

Vol. 2
Adobe Systems (United States) (US), Simon Fraser University (CA), University of Bath (GB), Aalto University (FI)
Engineering and Physical Sciences Research Council
Openalex Percentile: Top 20%
Web Data Mining and Analysis
0.78
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FlexDoc: Flexible Document Adaptation through Optimizing both Content and Layout — Rajiv Jain, Vlad I. Morariu, et al. · (2024) | TGRS Research Map | TGRS