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Survey of deep learning for image retrieval

Survey of deep learning for image retrieval


A Decade Survey of Content Based Image Retrieval using Deep Learning

arXiv paper abstract https://arxiv.org/abs/2012.00641



The content based image retrieval aims to find the similar images from a large scale dataset

... In early days, various hand designed feature descriptors have been investigated

... However, the deep learning has emerged as a dominating alternative

... This paper presents a comprehensive survey of deep learning based developments

... The taxonomy used in this survey covers different supervision, different networks, different descriptor type and different retrieval type.

A performance analysis is also performed using the state-of-the-art methods. ...


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