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Ravasio C, Teruzzi L, Siano M, Cremonesi L, Paroli B, Potenza MA. A customizable digital holographic microscope. HARDWAREX 2024; 19:e00569. [PMID: 39253063 PMCID: PMC11381907 DOI: 10.1016/j.ohx.2024.e00569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 05/20/2024] [Accepted: 08/09/2024] [Indexed: 09/11/2024]
Abstract
We propose a compact, portable, and low-cost holographic microscope designed for the characterization of micrometric particles suspended in a liquid. This system is built around a commercial optical microscope by substituting its illumination source (a light-emitting diode) with a collimated laser beam. Similarly, a quartz flow cell replaces the microscope glass slide using a 3D-printed custom mount. With the hardware presented in this paper, the holographic imaging of the electromagnetic fields emitted by the particles that intercept the laser beam achieves a resolution close to that of optical microscopes but with a greater depth of field. Several morphological and optical features can be extracted from the holograms, including particle projected section, aspect ratio, and extinction cross-section. Additionally, we introduce a remote system control that enables users to process the acquired holograms on a remote computational device. This work provides a comprehensive description of the methodology of image processing in holographic microscopy and a series of validation measurements conducted using calibrated particles. This technique is suitable for the characterization of airborne particles found in snow, firn, and ice; here we report experimental results obtained from Alpine ice cores.
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Affiliation(s)
- Claudia Ravasio
- Earth and Environmental Sciences Department, University of Milano-Bicocca, Milan, Italy
| | - Luca Teruzzi
- Department of Physics, University of Milan, Milan, Italy
| | - Mirko Siano
- Department of Physics, University of Milan, Milan, Italy
| | - Llorenç Cremonesi
- Earth and Environmental Sciences Department, University of Milano-Bicocca, Milan, Italy
| | - Bruno Paroli
- Department of Physics, University of Milan, Milan, Italy
| | - Marco A.C. Potenza
- Department of Physics, University of Milan, Milan, Italy
- Interdisciplinary Centre for Nanostructured Materials and Interfaces (C.I.Ma.I.Na.) and Department of Physics, University of Milan, Milan, Italy
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Buitrago-Duque C, Tobón-Maya H, Gómez-Ramírez A, Zapata-Valencia SI, Lopera MJ, Trujillo C, Garcia-Sucerquia J. Open-access database for digital lensless holographic microscopy and its application on the improvement of deep-learning-based autofocusing models. APPLIED OPTICS 2024; 63:B49-B58. [PMID: 38437255 DOI: 10.1364/ao.507412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 11/22/2023] [Indexed: 03/06/2024]
Abstract
Among modern optical microscopy techniques, digital lensless holographic microscopy (DLHM) is one of the simplest label-free coherent imaging approaches. However, the hardware simplicity provided by the lensless configuration is often offset by the demanding computational postprocessing required to match the retrieved sample information to the user's expectations. A promising avenue to simplify this stage is the integration of artificial intelligence and machine learning (ML) solutions into the DLHM workflow. The biggest challenge to do so is the preparation of an extensive and high-quality experimental dataset of curated DLHM recordings to train ML models. In this work, a diverse, open-access dataset of DLHM recordings is presented as support for future research, contributing to the data needs of the applied research community. The database comprises 11,760 experimental DLHM holograms of bio and non-bio samples with diversity on the main recording parameters of the DLHM architecture. The database is divided into two datasets of 10 independent imaged samples. The first group, named multi-wavelength dataset, includes 8160 holograms and was recorded using laser diodes emitting at 654 nm, 510 nm, and 405 nm; the second group, named single-wavelength dataset, is composed of 3600 recordings and was acquired using a 633 nm He-Ne laser. All the experimental parameters related to the dataset acquisition, preparation, and calibration are described in this paper. The advantages of this large dataset are validated by re-training an existing autofocusing model for DLHM and as the training set for a simpler architecture that achieves comparable performance, proving its feasibility for improving existing ML-based models and the development of new ones.
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Guo X, Chang J, Chen W, Hu Y, Ma N, Zhang J. High-detection-efficiency stereo microscope system based on a mobile phone. APPLIED OPTICS 2023; 62:5236-5243. [PMID: 37707227 DOI: 10.1364/ao.489445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 05/30/2023] [Indexed: 09/15/2023]
Abstract
Most stereoscopic microscopes used for industrial component detection are large and have low detection efficiencies. The use of mobile phones as imaging systems (rather than conventional sensors) in industrial fields would make industrial testing more convenient. In this study, an external stereo microscope for mobile phones is designed. The proposed system can resolve details up to 0.01 mm with an 11 mm object field of view, -6.34× angular magnification, and quantitative 3D feature measurement. The combined system proposed in this paper is suitable for the microscopic observation of industrial components, with its low cost, high detection efficiency, and short installation steps.
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Tobón-Maya H, Gómez-Ramírez A, Buitrago-Duque C, Garcia-Sucerquia J. Adapting a Blu-ray optical pickup unit as a point source for digital lensless holographic microscopy. APPLIED OPTICS 2023; 62:D39-D47. [PMID: 37132768 DOI: 10.1364/ao.474916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The adaptation of an off-the-shelf Blu-ray optical pickup unit (OPU) into a highly versatile point source for digital lensless holographic microscopy (DLHM) is presented. DLHM performance is mostly determined by the optical properties of the point source of spherical waves used for free-space magnification of the sample's diffraction pattern; in particular, its wavelength and numerical aperture define the achievable resolution, and its distance to the recording medium sets the magnification. Through a set of straightforward modifications, a commercial Blu-ray OPU can be transformed into a DLHM point source with three selectable wavelengths, a numerical aperture of up to 0.85, and integrated micro-displacements in both axial and transversal directions. The functionality of the OPU-based point source is then experimentally validated in the observation of micrometer-sized calibrated samples and biological specimens of common interest, showing the feasibility of obtaining sub-micrometer resolution and offering a versatile option for the development of new cost-effective and portable microscopy devices.
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Zapata-Valencia SI, Tobon-Maya H, Garcia-Sucerquia J. Image enhancement and field of view enlargement in digital lensless holographic microscopy by multi-shot imaging. JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION 2023; 40:C150-C156. [PMID: 37132985 DOI: 10.1364/josaa.482496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A method to improve the quality of reconstructed images while the field of view (FOV) is enlarged in digital lensless holographic microscopy (DLHM) is presented. Multiple DLHM holograms are recorded while a still sample is located at different places of the plane containing it. The different locations of the sample must produce a set of DLHM holograms that share an overlapped area with a fixed DLHM hologram. The relative displacement among multiple DLHM holograms is computed by means of a normalized cross-correlation. The value of the computed displacement is utilized to produce a new DLHM hologram resulting from the coordinated addition of multi-shot DLHM holograms with the corresponding compensated displacement. The composed DLHM hologram carries enhanced information of the sample in a larger format, leading to a reconstructed image with improved quality and larger FOV. The feasibility of the method is illustrated and validated with results obtained from imaging a calibration test target and a biological specimen.
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Buitrago-Duque C, Patiño-Jurado B, Garcia-Sucerquia J. Robust and compact digital Lensless Holographic microscope for Label-Free blood smear imaging. HARDWAREX 2023; 13:e00408. [PMID: 36923557 PMCID: PMC10009527 DOI: 10.1016/j.ohx.2023.e00408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/20/2023] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
The lack of equipped healthcare infrastructure in isolated hard-to-reach zones exposes their population to a higher risk of complications in common diseases. With a timely diagnosis setting a life-altering difference, worldwide efforts have been conducted for the development of point-of-care testing (PoCT) with cost-effective devices. Among the most common interests in PoCT is the analysis of blood smear samples, as they can help to detect, diagnose, and monitor a wide range of diseases and disorders. With microscopy being the traditional tool for these analyses, a significative advance has been the development of cost-effective digital holographic microscopy systems, driven in part by its label-free imaging capabilities that waive the need for any sample preprocessing. Here, a robust and portable digital lensless holographic microscope, functionalized for the analysis of non-preprocessed blood smear samples in PoCT environments, is presented, and its viability is tested in the observation of red blood cells. The device uses an optical fiber with a cone-shaped tip instead of a pinhole, which ensures the sturdiness of the system and eliminates the need for challenging alignment. While the distances of the microscope can be tuned before fabrication, the herein-reported operational parameters are functionalized for the specific analysis of blood samples.
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Picazo-Bueno JÁ, Sanz M, Granero L, García J, Micó V. Multi-Illumination Single-Holographic-Exposure Lensless Fresnel (MISHELF) Microscopy: Principles and Biomedical Applications. SENSORS (BASEL, SWITZERLAND) 2023; 23:1472. [PMID: 36772511 PMCID: PMC9918952 DOI: 10.3390/s23031472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 01/13/2023] [Accepted: 01/19/2023] [Indexed: 06/18/2023]
Abstract
Lensless holographic microscopy (LHM) comes out as a promising label-free technique since it supplies high-quality imaging and adaptive magnification in a lens-free, compact and cost-effective way. Compact sizes and reduced prices of LHMs make them a perfect instrument for point-of-care diagnosis and increase their usability in limited-resource laboratories, remote areas, and poor countries. LHM can provide excellent intensity and phase imaging when the twin image is removed. In that sense, multi-illumination single-holographic-exposure lensless Fresnel (MISHELF) microscopy appears as a single-shot and phase-retrieved imaging technique employing multiple illumination/detection channels and a fast-iterative phase-retrieval algorithm. In this contribution, we review MISHELF microscopy through the description of the principles, the analysis of the performance, the presentation of the microscope prototypes and the inclusion of the main biomedical applications reported so far.
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Affiliation(s)
- José Ángel Picazo-Bueno
- Department of Optics, Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain
- Biomedical Technology Center of the Medical Faculty, University of Muenster, Mendelstr. 17, D-48149 Muenster, Germany
| | - Martín Sanz
- Department of Optics, Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain
| | - Luis Granero
- Department of Optics, Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain
| | - Javier García
- Department of Optics, Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain
| | - Vicente Micó
- Department of Optics, Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain
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Lopera MJ, Trujillo C. Holographic point source for digital lensless holographic microscopy. OPTICS LETTERS 2022; 47:2862-2865. [PMID: 35648949 DOI: 10.1364/ol.459146] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 05/05/2022] [Indexed: 06/15/2023]
Abstract
A holographic point source (HPS) developed for digital lensless holographic microscopy (HPS-DLHM) is presented. The HPS is an off-axis phase transmission hologram of an experimental micrometer pinhole recorded on a photopolymer holographic film. An amplitude division interferometer, adjusted to operate at maximum diffraction efficiency, has been employed to record the hologram. The results of HPS-DLHM have been contrasted with the results obtained via conventional DLHM, and the two techniques were found to give similar measurements. Compared with conventional pinhole-based DLHM illumination, our cost-effective proposal provides increased mechanical stability, the possibility of wider spherical illumination cones, and shorter reconstruction distances. These superior features pave the way to applying this quantitative phase imaging (QPI) technique in biomedical and telemedicine applications. The imaging capabilities of our HPS-DLHM proposal have been tested by using an intricate sample of a honeybee leg, a low-absorption sample of epithelial cheek cells, a 1951 USAF test target, and smeared human erythrocytes.
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Lopera MJ, Trujillo C. Linear diattenuation imaging of biological samples with digital lensless holographic microscopy. APPLIED OPTICS 2022; 61:B77-B82. [PMID: 35201128 DOI: 10.1364/ao.440376] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/29/2021] [Indexed: 06/14/2023]
Abstract
A digital lensless holographic microscope (DLHM) sensitive to the linear diattenuation produced by biological samples is reported. The insertion of a linear polarization-states generator and a linear polarization-states analyzer in a typical DLHM setup allows the proper linear diattenuation imaging of microscopic samples. The proposal has been validated for simulated and experimental biological samples containing calcium oxalate crystals extracted from agave leaves and potato starch grains. The performance of the proposed method is similar to that of a traditional polarimetric microscope to obtain linear diattenuation images of microscopic samples but with the advantages of DLHM, such as numerical refocusing, cost effectiveness, and the possibility of field-portable implementation.
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Grachev YV, Kokliushkin VA, Petrov NV. Open-source 3D-printed terahertz pulse time-domain holographic detection module. APPLIED OPTICS 2022; 61:B307-B313. [PMID: 35201153 DOI: 10.1364/ao.444979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
Abstract
We present a holographic detection module to measure the spatially resolved distribution of pulsed terahertz field in a single scan by a motorized translation stage, responsible for the time delay. All mounts of the optical elements of the module are easily reproduced by 3D printing and attached to the optical cage system. The latter greatly simplifies the measurement procedure, allowing the experimenter to move and adjust the detection system as a single device. The developed mounts are made universal and can be used in other setups. We have made 3D models available as open-source hardware. The module is based on an electro-optical detection scheme with wide-aperture ZnTe crystal, crossed polarizers, and a matrix photodetector. The validation of its operability was performed with two experiments to measure the spatial distribution of the unperturbed field from the generator and the vortex field formed by the spiral phase plate. Optical vortices with multiple topological charges of 2-4 were detected on spectral components in the range from 0.3 to 1.1 THz. In addition, we have detailed the alignment process of terahertz imaging systems.
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Boominathan V, Robinson JT, Waller L, Veeraraghavan A. Recent Advances in Lensless Imaging. OPTICA 2022; 9:1-16. [PMID: 36338918 PMCID: PMC9634619 DOI: 10.1364/optica.431361] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Lensless imaging provides opportunities to design imaging systems free from the constraints imposed by traditional camera architectures. Thanks to advances in imaging hardware, fabrication techniques, and new algorithms, researchers have recently developed lensless imaging systems that are extremely compact, lightweight or able to image higher-dimensional quantities. Here we review these recent advances and describe the design principles and their effects that one should consider when developing and using lensless imaging systems.
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Picazo-Bueno JA, Trindade K, Sanz M, Micó V. Design, Calibration, and Application of a Robust, Cost-Effective, and High-Resolution Lensless Holographic Microscope. SENSORS (BASEL, SWITZERLAND) 2022; 22:553. [PMID: 35062512 PMCID: PMC8780948 DOI: 10.3390/s22020553] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/03/2022] [Accepted: 01/07/2022] [Indexed: 01/04/2023]
Abstract
Lensless holographic microscope (LHM) is an emerging very promising technology that provides high-quality imaging and analysis of biological samples without utilizing any lens for imaging. Due to its small size and reduced price, LHM can be a very useful tool for the point-of-care diagnosis of diseases, sperm assessment, or microfluidics, among others, not only employed in advanced laboratories but also in poor and/or remote areas. Recently, several LHMs have been reported in the literature. However, complete characterization of their optical parameters remains not much presented yet. Hence, we present a complete analysis of the performance of a compact, reduced cost, and high-resolution LHM. In particular, optical parameters such as lateral and axial resolutions, lateral magnification, and field of view are discussed into detail, comparing the experimental results with the expected theoretical values for different layout configurations. We use high-resolution amplitude and phase test targets and several microbeads to characterize the proposed microscope. This characterization is used to define a balanced and matched setup showing a good compromise between the involved parameters. Finally, such a microscope is utilized for visualization of static, as well as dynamic biosamples.
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Affiliation(s)
- Jose Angel Picazo-Bueno
- Optics and Optometry and Vision Science, University of Valencia, 46100 Burjassot, Spain; (K.T.); (M.S.); (V.M.)
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