Invention Grant
- Patent Title: Font recognition using text localization
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Application No.: US16590121Application Date: 2019-10-01
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Publication No.: US10984295B2Publication Date: 2021-04-20
- Inventor: Zhaowen Wang , Luoqi Liu , Hailin Jin
- Applicant: Adobe Inc.
- Applicant Address: US CA San Jose
- Assignee: Adobe Inc.
- Current Assignee: Adobe Inc.
- Current Assignee Address: US CA San Jose
- Agency: Fig. 1 Patents
- Main IPC: G06K9/68
- IPC: G06K9/68 ; G06K9/00 ; G06K9/66 ; G06K9/46 ; G06T3/40 ; G06K9/52 ; G06T7/60 ; G06N3/04 ; G06K9/62

Abstract:
Font recognition and similarity determination techniques and systems are described. In a first example, localization techniques are described to train a model using machine learning (e.g., a convolutional neural network) using training images. The model is then used to localize text in a subsequently received image, and may do so automatically and without user intervention, e.g., without specifying any of the edges of a bounding box. In a second example, a deep neural network is directly learned as an embedding function of a model that is usable to determine font similarity. In a third example, techniques are described that leverage attributes described in metadata associated with fonts as part of font recognition and similarity determinations.
Public/Granted literature
- US20200034671A1 Font Recognition using Text Localization Public/Granted day:2020-01-30
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