A Decade Survey of Content Based Image Retrieval Using Deep Learning

• Published in: IEEE transactions on circuits and systems for video technology Vol. 32; no. 5; pp. 2687 - 2704
• Main Author: Dubey, Shiv Ram
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.05.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: CNNs; Content based image retrieval; Datasets; Deep learning; Feature extraction; Image management; Image retrieval; Internet; Measurement; supervised and unsupervised learning; survey; Taxonomy; Visualization

The content based image retrieval aims to find the similar images from a large scale dataset against a query image. Generally, the similarity between the representative features of the query image and dataset images is used to rank the images for retrieval. In early days, various hand designed featu...