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
arXiv PDF paper https://arxiv.org/pdf/2012.00641.pdf
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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