Back to results
US 2019/0197346 A1Published application
Methods and systems for applying content aware stickers onto a layout
OwnerLaurent Francois MARTIN, Narendra Dubeyinventors
Life of this patent
Estimating the term…
Abstract
Embodiments herein disclose methods and systems for applying content aware stickers onto a layout (wherein the layout can be a digital layout or a physical layout) and the stickers can add a decorative or narrative element about the images and/or the layout.
Claims20
A method for determining at least one content aware sticker that can be applied onto a layout, the method comprising:
- determining, by an image analysis module, a presence probability for all labels assigned to at least one image present in the layout;
- determining, by the image analysis module, a relevance score for all labels assigned to at least one image present in the layout;
- determining, by the image analysis module, an Image Set Relevancy Score (ISRS) for all labels assigned to at least one image present in the layout;
- retaining, by the image analysis module, at least one label, which has an ISRS greater than the pre-defined threshold;
- searching, by a sticker determination unit, for at least one sticker that best matches the set of provided label(s), using a match with the combined score;
- checking, by a sticker determination unit, for at least one sticker matching with at least one label received from the image analysis module, wherein the match is based on a match with the relevance score;
- extracting, by the sticker determination unit, a set of stickers, which have at least one or more keywords which matches with the at least one label;
- computing, by the sticker determination unit, an Image Set Score (ISS) for each extracted sticker as a sum product of probability of each keyword of the sticker with the ISRS of the corresponding label;
- and
- sorting, by the sticker determination unit, the sticker(s) in descending order based on their ISS.
7 more elements
A system for determining at least one content aware sticker that can be applied onto a layout, the system comprising:
- an image analysis module configured for:
- determining a presence probability for all labels assigned to at least one image present in the layout;
- determining a relevance score for all labels assigned to at least one image present in the layout;
- determining an Image Set Relevancy Score (ISRS) for all labels assigned to at least one image present in the layout;
- and
- retaining at least one label, which has an ISRS greater than the pre-defined threshold;
- and
- a sticker determination unit configured for:
- searching for at least one sticker that best matches the set of provided label(s), using a match with the combined score;
- checking for at least one sticker matching with at least one label received from the image analysis module, wherein the match is based on a match with the relevance score;
- extracting a set of stickers, which have at least one or more keywords which matches with the at least one label;
- computing an Image Set Score (ISS) for each extracted sticker as a sum product of probability of each keyword of the sticker with the ISRS of the corresponding label;
- and
- sorting the sticker(s) in descending order based on their ISS.
11 more elements
Dependencies are inferred from the claim text.