Computer-implemented method and computer-readable storage medium for generating stereo image data from monocular images

A computer system generates stereo image data from monocular images. The system generates depth maps for single images using a monocular depth estimation method. The system converts the depth maps to disparity maps and uses the disparity maps to generate additional images forming stereo pairs with t...

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Bibliographic Details
Main Authors FIRMAN, MICHAEL DAVID, WATSON, JAMES, TURMUKHAMBETOV, DANIYAR, MAC AODHA, OISIN, BROSTOW, GABRIEL J
Format Patent
LanguageChinese
English
Published 01.05.2023
Subjects
AMUSEMENTS
CALCULATING
CARD, BOARD, OR ROULETTE GAMES
COMPUTING
COUNTING
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
GAMES
GAMES NOT OTHERWISE PROVIDED FOR
HUMAN NECESSITIES
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INDOOR GAMES USING SMALL MOVING PLAYING BODIES
OPTICAL ELEMENTS, SYSTEMS, OR APPARATUS
OPTICS
PHYSICS
PICTORIAL COMMUNICATION, e.g. TELEVISION
SPORTS
VIDEO GAMES
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Summary:A computer system generates stereo image data from monocular images. The system generates depth maps for single images using a monocular depth estimation method. The system converts the depth maps to disparity maps and uses the disparity maps to generate additional images forming stereo pairs with the monocular images. The stereo pairs can be used to form a stereo image training data set for training various models, including depth estimation models or stereo matching models.
Bibliography:Application Number: TW202110116994