Imaging Incoherent Target Using Hadamard Basis Patterns

In this paper, we present a correlation-based imaging technique in a single-pixel imaging scheme using Hadamard basis illumination. The Hadamard basis, which has the characteristics of a two-bit value {−1, 1} and sparsity in its transformed domain, has been used in the illumination patterns and succ...

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Main Authors: Tanushree Karmakar, Rajeev Singh, Rakesh Kumar Singh
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/34/1/17
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author Tanushree Karmakar
Rajeev Singh
Rakesh Kumar Singh
author_facet Tanushree Karmakar
Rajeev Singh
Rakesh Kumar Singh
author_sort Tanushree Karmakar
collection DOAJ
description In this paper, we present a correlation-based imaging technique in a single-pixel imaging scheme using Hadamard basis illumination. The Hadamard basis, which has the characteristics of a two-bit value {−1, 1} and sparsity in its transformed domain, has been used in the illumination patterns and successfully utilized for imaging the incoherent target. It gives image reconstruction even in low-light conditions. Such deterministic patterns also help to solve the problem of large numbers of measurements in single-pixel imaging, and hence simplify the experimental implementation. Furthermore, to compare the quality of imaging with Hadamard basis patterns, we also compare imaging with Fourier basis patterns and simulation results of both methods, namely Hadamard and Fourier basis, are presented.
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spelling doaj.art-2740ce12b7c8474e8ee2ec823a8169642023-11-19T10:33:16ZengMDPI AGEngineering Proceedings2673-45912023-03-013411710.3390/HMAM2-14271Imaging Incoherent Target Using Hadamard Basis PatternsTanushree Karmakar0Rajeev Singh1Rakesh Kumar Singh2Laboratory of Information Photonics and Optical Metrology, Department of Physics, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, IndiaLaboratory of Information Photonics and Optical Metrology, Department of Physics, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, IndiaLaboratory of Information Photonics and Optical Metrology, Department of Physics, Indian Institute of Technology (Banaras Hindu University), Varanasi 221005, IndiaIn this paper, we present a correlation-based imaging technique in a single-pixel imaging scheme using Hadamard basis illumination. The Hadamard basis, which has the characteristics of a two-bit value {−1, 1} and sparsity in its transformed domain, has been used in the illumination patterns and successfully utilized for imaging the incoherent target. It gives image reconstruction even in low-light conditions. Such deterministic patterns also help to solve the problem of large numbers of measurements in single-pixel imaging, and hence simplify the experimental implementation. Furthermore, to compare the quality of imaging with Hadamard basis patterns, we also compare imaging with Fourier basis patterns and simulation results of both methods, namely Hadamard and Fourier basis, are presented.https://www.mdpi.com/2673-4591/34/1/17single-pixel imagingHadamard basis patternsFourier basis patterns
spellingShingle Tanushree Karmakar
Rajeev Singh
Rakesh Kumar Singh
Imaging Incoherent Target Using Hadamard Basis Patterns
Engineering Proceedings
single-pixel imaging
Hadamard basis patterns
Fourier basis patterns
title Imaging Incoherent Target Using Hadamard Basis Patterns
title_full Imaging Incoherent Target Using Hadamard Basis Patterns
title_fullStr Imaging Incoherent Target Using Hadamard Basis Patterns
title_full_unstemmed Imaging Incoherent Target Using Hadamard Basis Patterns
title_short Imaging Incoherent Target Using Hadamard Basis Patterns
title_sort imaging incoherent target using hadamard basis patterns
topic single-pixel imaging
Hadamard basis patterns
Fourier basis patterns
url https://www.mdpi.com/2673-4591/34/1/17
work_keys_str_mv AT tanushreekarmakar imagingincoherenttargetusinghadamardbasispatterns
AT rajeevsingh imagingincoherenttargetusinghadamardbasispatterns
AT rakeshkumarsingh imagingincoherenttargetusinghadamardbasispatterns