Enhancing image retrieval through optimal barcode representation

Enhancing image retrieval through optimal barcode representation

Abstract Data binary encoding has proven to be a versatile tool for optimizing data processing and memory efficiency in various machine learning applications. This includes deep barcoding, generating barcodes from deep learning feature extraction for image retrieval of similar cases among millions o...

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Bibliographic Details
Main Authors: Rasa Khosrowshahli, Farnaz Kheiri, Azam Asilian Bidgoli, H. R. Tizhoosh, Masoud Makrehchi, Shahryar Rahnamayan
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Barcode Optimization
Genetic Algorithm
Order of Features 
Combinatorial Optimization 
Image Retrieval 
Radiology
Online Access:https://doi.org/10.1038/s41598-025-14576-x
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