User Constrained Thumbnail Generation using Adaptive Convolutions
User Constrained Thumbnail Generation using Adaptive Convolutions
About this item
Full title
Author / Creator
Publisher
Ithaca: Cornell University Library, arXiv.org
Journal title
Language
English
Formats
Publication information
Publisher
Ithaca: Cornell University Library, arXiv.org
Subjects
More information
Scope and Contents
Contents
Thumbnails are widely used all over the world as a preview for digital images. In this work we propose a deep neural framework to generate thumbnails of any size and aspect ratio, even for unseen values during training, with high accuracy and precision. We use Global Context Aggregation (GCA) and a modified Region Proposal Network (RPN) with adapti...
Alternative Titles
Full title
User Constrained Thumbnail Generation using Adaptive Convolutions
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_proquest_journals_2128300305
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2128300305
Other Identifiers
E-ISSN
2331-8422
DOI
10.48550/arxiv.1810.13054
