Method and apparatus for multi-category image recognition

Method and apparatus for multi-category image recognition

A method and apparatus for image recognition are provided. The method includes: obtaining a vector of deep features of an input image; applying a Principal Component Analysis (PCA) transformation to the vector of the deep features; obtaining a sequence of principal components of the input image; div...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Savchenko, Andrey Vladimirovich
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A method and apparatus for image recognition are provided. The method includes: obtaining a vector of deep features of an input image; applying a Principal Component Analysis (PCA) transformation to the vector of the deep features; obtaining a sequence of principal components of the input image; dividing the sequence of the principal components into a predefined number of adjacent parts; and matching the input image to instances from a training image set.