Quantum K-nearest-neighbor image classification algorithm based on K-L transform

DOI10.1007/s10773-021-04747-7OpenAlexW3137101227MaRDI QIDQ2239465

Xiu-Xun Liu, Yu-Ling Chen, Ni-Suo Du, Nan-Run Zhou

Publication date: 5 November 2021

Published in: International Journal of Theoretical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10773-021-04747-7

zbMATH Keywords

quantum computingimage classificationK-L transformquantum K-nearest-neighbor algorithm

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

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Cites Work

• Quantum computation for large-scale image classification
• The quest for a quantum neural network
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• Quantum algorithm for \(k\)-nearest neighbors classification based on the metric of Hamming distance
• A quantum mechanics-based framework for image processing and its application to image segmentation
• Image classification based on quantum K-nearest-neighbor algorithm
• An all-pair quantum SVM approach for big data multiclass classification
• Improved handwritten digit recognition using quantum \(K\)-nearest neighbor algorithm
• NEQR: a novel enhanced quantum representation of digital images
• Quantum decision tree classifier
• Texture classification using wavelet transform

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