System and Method for Pose Tolerant Feature Extraction Using Generated Pose-Altered Images

System and Method for Pose Tolerant Feature Extraction Using Generated Pose-Altered Images

Disclosed herein is a system and method for augmenting data by generating a plurality of pose-altered images of an item from one or more 2D images of the item and using the augmented data to train a train a feature extractor. In other aspects of the invention, the trained feature extractor is used t...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Uzair, Ahmed, SAVVIDES, Marios, Hu, Kai, Nallamothu, Sreena, Zheng, Yutong
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed herein is a system and method for augmenting data by generating a plurality of pose-altered images of an item from one or more 2D images of the item and using the augmented data to train a train a feature extractor. In other aspects of the invention, the trained feature extractor is used to enroll features extracted from images of new products in a library database of known products or to identify images of unknown products by matching features of an image of the unknown product with features stored in the library database.