Journal or Publication Title:
Date of publication:
Volume:
ISSN:
Additional Information:
Title:
Image Visual Similarity Based on High Level Features of Convolutional Neural Networks
Other title:
Creator:
Aghasi S. Poghosyan ; Hakob G. Sarukhanyan
Subject:
Mathematics ; Computer software
Uncontrolled Keywords:
Image retrieval ; Convolutional neural networks ; Distance metrics
Coverage:
Abstract:
Nowadays, the task of similar content retrieval is one of the central topics of interest in academic and industrial worlds. There are numerous techniques that are both deal- ing good with structured data and unstructured such as texts, respectively. However, in this paper we present a technique for retrieval of similar image content. We embed images to N dimensional feature space using convolutional neural networks and perform the nearest neighbor search afterwards.