SELECTED IMAGE SUBSET BASED SEARCH

Various aspects of the subject technology relate to systems, methods, and machine-readable media for selected image subset based search. The subject technology includes an image retrieval system using a convolutional neural network that is trained to identify features from pixel data and using an im...

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Bibliographic Details
Main Author LESTER Kevin Scott
Format Patent
LanguageEnglish
Published 31.08.2017
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
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Summary:Various aspects of the subject technology relate to systems, methods, and machine-readable media for selected image subset based search. The subject technology includes an image retrieval system using a convolutional neural network that is trained to identify features from pixel data and using an image search engine to search features of a cropped raw image against images having similar content. The system identifies a subset image corresponding to a user selection of a portion of an image. The system provides the subset image to a storage service to obtain a raw image. The system maps pixel data of the raw image corresponding to the selected portion of the image to create the cropped raw image, and fed through a feature extractor to form a corresponding feature vector. The feature vector of the cropped raw image may be searched against images having similar content to determine a prioritized listing of images.
Bibliography:Application Number: US201615054025