Invention Application
- Patent Title: Retro-to-Modern Grayscale Image Translation for Preprocessing and Data Preparation of Colorization
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Application No.: US17498269Application Date: 2021-10-11
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Publication No.: US20230114402A1Publication Date: 2023-04-13
- Inventor: Kilho Shin , Dongpei Su
- Applicant: KYOCERA Document Solutions, Inc.
- Applicant Address: JP Osaka
- Assignee: KYOCERA Document Solutions, Inc.
- Current Assignee: KYOCERA Document Solutions, Inc.
- Current Assignee Address: JP Osaka
- Main IPC: G06T7/90
- IPC: G06T7/90 ; G06T11/00 ; G06N20/00
Abstract:
Embodiments provide an automated approach for generating unbiased synthesized image-label pairs for colorization training of retro photographs. Modern grayscale images with corresponding color images are translated to images with the characteristics of retro photographs, thereby producing training data that pairs images with the characteristics of retro paragraphs with corresponding color images. This training data can then be employed to train a deep learning model to colorize retro photographs more effectively.
Public/Granted literature
- US11989916B2 Retro-to-modern grayscale image translation for preprocessing and data preparation of colorization Public/Granted day:2024-05-21
Information query
