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  • Article
  • Open Access
18 Citations
5,099 Views
15 Pages

A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers

  • G. M. Atiqur Rahaman,
  • Jussi Parkkinen and
  • Markku Hauta-Kasari

5 August 2020

In the field of cultural heritage, applied dyes on textiles are studied to explore their great artistic and historic values. Dye analysis is essential and important to plan correct restoration, preservation and display strategy in museums and art gal...

  • Article
  • Open Access
7 Citations
3,513 Views
19 Pages

Accurate Real-Time Live Face Detection Using Snapshot Spectral Imaging Method

  • Zhihai Wang,
  • Shuai Wang,
  • Weixing Yu,
  • Bo Gao,
  • Chenxi Li and
  • Tianxin Wang

5 February 2025

Traditional facial recognition is realized by facial recognition algorithms based on 2D or 3D digital images and has been well developed and has found wide applications in areas related to identification verification. In this work, we propose a novel...

  • Article
  • Open Access
785 Views
21 Pages

25 December 2025

Polarimetric spectral imaging systems have unique application advantages in environmental remote sensing, military target recognition, astronomy, medicine, etc., because of their ability to acquire multidimensional information. However, traditional s...

  • Editorial
  • Open Access
2 Citations
5,244 Views
5 Pages

Spectral Imaging at the Microscale and Beyond

  • François Paquet-Mercier and
  • Jesse Greener

6 May 2014

Here we give context to the special issue “Spectral Imaging at the Microscale and Beyond” in Sensors. We start with an introduction and motivation for the need for spectral imaging and then present important definitions and background concepts. Follo...

  • Perspective
  • Open Access
12 Citations
7,513 Views
22 Pages

Trends in Snapshot Spectral Imaging: Systems, Processing, and Quality

  • Jean-Baptiste Thomas,
  • Pierre-Jean Lapray and
  • Steven Le Moan

23 January 2025

Recent advances in spectral imaging have enabled snapshot acquisition, as a means to mitigate the impracticalities of spectral imaging, e.g., expert operators and cumbersome hardware. Snapshot spectral imaging, e.g., in technologies like spectral fil...

  • Article
  • Open Access
7 Citations
16,864 Views
40 Pages

13 January 2010

Multi-spectral laser imaging is a technique that can offer a combination of the laser capability of accurate spectral sensing with the desirable features of passive multispectral imaging. The technique can be used for detection, discrimination, and i...

  • Article
  • Open Access
19 Citations
4,193 Views
12 Pages

Correlations in Joint Spectral and Polarization Imaging

  • Guillaume Courtier,
  • Pierre-Jean Lapray,
  • Jean-Baptiste Thomas and
  • Ivar Farup

22 December 2020

Recent imaging techniques enable the joint capture of spectral and polarization image data. In order to permit the design of computational imaging techniques and future processing of this information, it is interesting to describe the related image s...

  • Article
  • Open Access
28 Citations
4,627 Views
16 Pages

Comparison of Imaging Models for Spectral Unmixing in Oil Painting

  • Federico Grillini,
  • Jean-Baptiste Thomas and
  • Sony George

2 April 2021

The radiation captured in spectral imaging depends on both the complex light–matter interaction and the integration of the radiant light by the imaging system. In order to obtain material-specific information, it is important to define and invert an...

  • Article
  • Open Access
36 Citations
6,695 Views
22 Pages

26 March 2021

Recently, many convolutional networks have been built to fuse a low spatial resolution (LR) hyperspectral image (HSI) and a high spatial resolution (HR) multispectral image (MSI) to obtain HR HSIs. However, most deep learning-based methods are superv...

  • Article
  • Open Access
18 Citations
4,113 Views
14 Pages

Underwater Spectral Imaging System Based on Liquid Crystal Tunable Filter

  • Hong Song,
  • Syed Raza Mehdi,
  • Chaopeng Wu,
  • Zixin Li,
  • Hai Gong,
  • Amjad Ali and
  • Hui Huang

1 November 2021

In the past decade, underwater spectral imaging (USI) has shown great potential in underwater exploration for its high spectral and spatial resolution. This proposal presents a stare-type USI system combined with the liquid crystal tunable filter (LC...

  • Article
  • Open Access
15 Citations
4,483 Views
10 Pages

Design and Fabrication of an Artificial Compound Eye for Multi-Spectral Imaging

  • Axiu Cao,
  • Hui Pang,
  • Man Zhang,
  • Lifang Shi,
  • Qiling Deng and
  • Song Hu

25 March 2019

The artificial compound eye (ACE) structure is a new type of miniaturized, lightweight and intelligent imaging system. This paper has proposed to design a multi-spectral ACE structure to enable the structure to achieve multi-spectral information on t...

  • Article
  • Open Access
10 Citations
7,170 Views
20 Pages

High-Dynamic-Range Spectral Imaging System for Omnidirectional Scene Capture

  • Keita Hirai,
  • Naoto Osawa,
  • Motoki Hori,
  • Takahiko Horiuchi and
  • Shoji Tominaga

Omnidirectional imaging technology has been widely used for scene archiving. It has been a crucial technology in many fields including computer vision, image analysis and virtual reality. It should be noted that the dynamic range of luminance values...

  • Article
  • Open Access
3 Citations
3,472 Views
21 Pages

13 December 2022

A portable, user-friendly multispectral imaging system assembled almost entirely of common photography equipment and open-source software has been developed. The system serves as an outreach and educational tool for demonstrating and promoting scient...

  • Article
  • Open Access
22 Citations
3,533 Views
9 Pages

Spectral Imaging Experiments with Various Optical Schemes Based on the Same AOTF

  • Vladislav Batshev,
  • Alexander Machikhin,
  • Alexey Gorevoy,
  • Grigoriy Martynov,
  • Demid Khokhlov,
  • Sergey Boritko,
  • Vitold Pozhar and
  • Vladimir Lomonov

31 May 2021

Spectral image filtration by means of acousto-optical tunable filters (AOTFs) has multiple applications. For its implementation, a few different optical schemes are in use. They differ in image quality, number of coupling components, dimensions and a...

  • Article
  • Open Access
3 Citations
3,632 Views
16 Pages

AI-Powered Spectral Imaging for Virtual Pathology Staining

  • Adam Soker,
  • Maya Almagor,
  • Sabine Mai and
  • Yuval Garini

Pathological analysis of tissue biopsies remains the gold standard for diagnosing cancer and other diseases. However, this is a time-intensive process that demands extensive training and expertise. Despite its importance, it is often subjective and n...

  • Article
  • Open Access
1,245 Views
11 Pages

Beyond Human Vision: Unlocking the Potential of Augmented Reality for Spectral Imaging

  • Rafael Cavaco,
  • Tomás Lopes,
  • Diana Capela,
  • Diana Guimarães,
  • Pedro A. S. Jorge and
  • Nuno A. Silva

12 June 2025

Spectral imaging is a broad term that refers to the use of a spectroscopy technique to analyze sample surfaces, collecting and representing spatially referenced signals. Depending on the technique utilized, it allows the user to reveal features and p...

  • Article
  • Open Access
21 Citations
10,230 Views
25 Pages

High Dynamic Range Spectral Imaging Pipeline For Multispectral Filter Array Cameras

  • Pierre-Jean Lapray,
  • Jean-Baptiste Thomas and
  • Pierre Gouton

3 June 2017

Spectral filter arrays imaging exhibits a strong similarity with color filter arrays. This permits us to embed this technology in practical vision systems with little adaptation of the existing solutions. In this communication, we define an imaging p...

  • Article
  • Open Access
16 Citations
3,029 Views
19 Pages

27 September 2022

In the recent past, hyper-spectral imaging has found widespread application in forensic science, performing both geometric characterization of biological traces and trace classification by exploiting their spectral emission. Methods proposed in the l...

  • Article
  • Open Access
11 Citations
3,978 Views
18 Pages

6 May 2021

Snapshot Compressive Imaging is an emerging technology that is based on compressive sensing theory to achieve high-efficiency hyperspectral data acquisition. The core problem of this technology is how to reconstruct 3D hyperspectral data from the 2D...

  • Article
  • Open Access
28 Citations
8,336 Views
24 Pages

An Algorithm for In-Flight Spectral Calibration of Imaging Spectrometers

  • Gerrit Kuhlmann,
  • Andreas Hueni,
  • Alexander Damm and
  • Dominik Brunner

11 December 2016

Accurate spectral calibration of satellite and airborne spectrometers is essential for remote sensing applications that rely on accurate knowledge of center wavelength (CW) positions and slit function parameters (SFP). We present a new in-flight spec...

  • Article
  • Open Access
8 Citations
3,787 Views
10 Pages

Spectral Line Reflectance and Fluorescence Imaging Device for Skin Diagnostics

  • Janis Spigulis,
  • Zigmars Rupenheits,
  • Uldis Rubins,
  • Madars Mileiko and
  • Ilze Oshina

24 October 2020

The multi-spectral-line imaging concept, which was recently implemented for the snapshot mapping of three main skin chromophores—melanin, oxy-hemoglobin, and deoxy-hemoglobin, is further explored for the snapshot capturing of four spectral line...

  • Review
  • Open Access
4 Citations
4,694 Views
21 Pages

Updates on the Applications of Spectral Computed Tomography for Musculoskeletal Imaging

  • Liesl S. Eibschutz,
  • George Matcuk,
  • Michael Kuo-Jiun Chiu,
  • Max Yang Lu and
  • Ali Gholamrezanezhad

Spectral CT represents a novel imaging approach that can noninvasively visualize, quantify, and characterize many musculoskeletal pathologies. This modality has revolutionized the field of radiology by capturing CT attenuation data across multiple en...

  • Article
  • Open Access
8 Citations
3,688 Views
13 Pages

High End Quality Measuring in Mango Drying through Multi-Spectral Imaging Systems

  • Katrin Jödicke,
  • Robin Zirkler,
  • Timo Eckhard,
  • Werner Hofacker and
  • Bernd Jödicke

In modern fruit processing technology, non-destructive quality measuring techniques are sought for determining and controlling changes in the optical, structural, and chemical properties of the products. In this context, changes inside the product ca...

  • Article
  • Open Access
26 Citations
7,525 Views
19 Pages

Optimized Multi-Spectral Filter Array Based Imaging of Natural Scenes

  • Yuqi Li,
  • Aditi Majumder,
  • Hao Zhang and
  • M. Gopi

12 April 2018

Multi-spectral imaging using a camera with more than three channels is an efficient method to acquire and reconstruct spectral data and is used extensively in tasks like object recognition, relighted rendering, and color constancy. Recently developed...

  • Article
  • Open Access
37 Citations
7,469 Views
23 Pages

Multi-Sensor Spectral Imaging of Geological Samples: A Data Fusion Approach Using Spatio-Spectral Feature Extraction

  • Sandra Lorenz,
  • Peter Seidel,
  • Pedram Ghamisi,
  • Robert Zimmermann,
  • Laura Tusa,
  • Mahdi Khodadadzadeh,
  • I. Cecilia Contreras and
  • Richard Gloaguen

21 June 2019

Rapid, efficient and reproducible drillcore logging is fundamental in mineral exploration. Drillcore mapping has evolved rapidly in the recent decade, especially with the advances in hyperspectral spectral imaging. A wide range of imaging sensors is...

  • Review
  • Open Access
16 Citations
5,463 Views
19 Pages

Research Progress of Spectral Imaging Techniques in Plant Phenotype Studies

  • Qian Zhang,
  • Rupeng Luan,
  • Ming Wang,
  • Jinmeng Zhang,
  • Feng Yu,
  • Yang Ping and
  • Lin Qiu

2 November 2024

Spectral imaging technique has been widely applied in plant phenotype analysis to improve plant trait selection and genetic advantages. The latest developments and applications of various optical imaging techniques in plant phenotypes were reviewed,...

  • Article
  • Open Access
2 Citations
2,770 Views
11 Pages

18 June 2021

Multi-spectral imaging technique plays an important role in real-world applications such as medicine and medical detections. This paper proposes a cervical cancer cell screening method to simultaneously adopt TBS classification and DNA quantitative a...

  • Article
  • Open Access
89 Citations
8,497 Views
21 Pages

15 February 2019

Hyperspectral image classification is a challenging and significant domain in the field of remote sensing with numerous applications in agriculture, environmental science, mineralogy, and surveillance. In the past years, a growing number of advanced...

  • Article
  • Open Access
1,356 Views
28 Pages

Evaluating the Performance of Hyperspectral Imaging Endoscopes: Mitigating Parameters Affecting Spectral Accuracy

  • Siavash Mazdeyasna,
  • Mohammed Shahriar Arefin,
  • Andrew Fales,
  • Silas J. Leavesley,
  • T. Joshua Pfefer and
  • Quanzeng Wang

4 November 2025

Hyperspectral imaging (HSI) is increasingly used in studies for medical applications as it provides both structural and functional information of biological tissue, enhancing diagnostic accuracy and clinical decision-making. Recently, HSI cameras (HS...

  • Article
  • Open Access
14 Citations
4,490 Views
18 Pages

Nanophosphor-Based Contrast Agents for Spectral X-ray Imaging

  • Kevin Smith,
  • Matthew Getzin,
  • Josephine J. Garfield,
  • Sanika Suvarnapathaki,
  • Gulden Camci-Unal,
  • Ge Wang and
  • Manos Gkikas

30 July 2019

Lanthanide-based nanophosphors (NPhs) are herein developed as contrast agents for spectral X-ray imaging, highlighting the chemical, macromolecular and structural differences derived from ligand exchange on computed tomography (CT) and solvent disper...

  • Letter
  • Open Access
10 Citations
4,163 Views
9 Pages

Three-Dimensional Imaging by Frequency-Comb Spectral Interferometry

  • Haihan Zhao,
  • Ziqiang Zhang,
  • Xinyang Xu,
  • Haoyun Zhang,
  • Jingsheng Zhai and
  • Hanzhong Wu

20 March 2020

In this paper, we demonstrate a three-dimensional imaging system based on the laser frequency comb. We develop a compact, all-fiber mode-locked laser at 1 μm, whose repetition frequency can be tightly synchronized to the external frequency referen...

  • Article
  • Open Access
4 Citations
2,207 Views
18 Pages

Hyperspectral Channel-Modulated Static Birefringent Fourier Transform Imaging Spectropolarimeter with Zoomable Spectral Resolution

  • Xiangzhe Zhang,
  • Jingping Zhu,
  • Liqing Huang,
  • Yu Zhang,
  • Huimin Wang,
  • Haoxiang Li,
  • Fengqi Guo and
  • Jinxin Deng

18 August 2023

A novel channel-modulated static birefringent Fourier transform imaging spectropolarimeter (CSBFTIS) is introduced, which is based on a double Wollaston prism (DWP). With an adjustable air gap (AG), the spectral resolution can be adjusted by changing...

  • Article
  • Open Access
13 Citations
7,373 Views
23 Pages

A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging

  • Jacob Renzo Bauer,
  • Arnoud A. Bruins,
  • Jon Yngve Hardeberg and
  • Rudolf M. Verdaasdonk

The emerging technology of spectral filter array (SFA) cameras has great potential for clinical applications, due to its unique capability for real time spectral imaging, at a reasonable cost. This makes such cameras particularly suitable for quantif...

  • Article
  • Open Access
8 Citations
4,536 Views
17 Pages

A Novel Illumination Compensation Technique for Multi-Spectral Imaging in NDVI Detection

  • Rui Jiang,
  • Pei Wang,
  • Yan Xu,
  • Zhiyan Zhou,
  • Xiwen Luo and
  • Yubin Lan

18 April 2019

To overcome the dependence on sunlight of multi-spectral cameras, an active light source multi-spectral imaging system was designed and a preliminary experimental study was conducted at night without solar interference. The system includes an active...

  • Article
  • Open Access
20 Citations
6,905 Views
11 Pages

Identification and Evaluation of Composition in Food Powder Using Point-Scan Raman Spectral Imaging

  • Sagar Dhakal,
  • Kuanglin Chao,
  • Jianwei Qin,
  • Moon Kim,
  • Yankun Peng and
  • Diane Chan

22 December 2016

This study used Raman spectral imaging coupled with self-modeling mixture analysis (SMA) for identification of three components mixed into a complex food powder mixture. Vanillin, melamine, and sugar were mixed together at 10 different concentration...

  • Article
  • Open Access
6 Citations
3,081 Views
18 Pages

22 August 2022

Conventional multispectral imaging systems based on bandpass filters struggle to record multispectral videos with high spatial resolutions because of their limited light efficiencies. This paper proposes a multi-aperture multispectral imaging system...

  • Review
  • Open Access
18 Citations
5,770 Views
20 Pages

7 October 2022

Convex blazed gratings, which can effectively broaden the spectral range and improve spectral resolution, have gradually evolved into a crucial optical component for lightweight and compact imaging spectroscopy instruments. Their design, processing,...

  • Feature Paper
  • Article
  • Open Access
7 Citations
9,214 Views
16 Pages

18 December 2019

This paper presents a complementary metal-oxide-semiconductor (CMOS) image sensor (CIS) capable of capturing UV-selective and visible light images simultaneously by a single exposure and without employing optical filters, suitable for applications th...

  • Article
  • Open Access
3 Citations
1,059 Views
16 Pages

13 April 2025

This study focuses on breast imaging. A spectral approach based on the Fourier diffraction theorem is combined with a pair of U-NETs to perform real-time quantitative human breast imaging. The U-NET pair is trained based on the input of an induced cu...

  • Article
  • Open Access
771 Views
21 Pages

Biopsy Needle Integrated with Rotational Oblique Spectral Ultrasound (ROSUS) Imaging

  • Benjamin C. Kreager,
  • Wei-Yi Chang,
  • Jian Tian,
  • Huaiyu Wu and
  • Xiaoning Jiang

8 February 2026

Biopsy procedures are essential for definitive cancer diagnosis but remain limited by the risk of accidental blood vessel puncture, which can lead to hemorrhage and procedural failure. Conventional imaging guidance often provides insufficient vascula...

  • Article
  • Open Access
12 Citations
3,034 Views
15 Pages

Polarization-Multiplexed High-Throughput AOTF-Based Spectral Imaging System

  • Hao Zhang,
  • Huijie Zhao,
  • Qi Guo,
  • Dong Xu and
  • Wenjie Teng

8 June 2023

Spectral imaging detection using acousto-optical tunable filters (AOTFs) faces a significant challenge of low throughput due to the traditional design that only receives a single polarization light. To overcome this issue, we propose a novel polariza...

  • Article
  • Open Access
144 Citations
11,402 Views
13 Pages

Hyper-Spectral Imaging Technique in the Cultural Heritage Field: New Possible Scenarios

  • Marcello Picollo,
  • Costanza Cucci,
  • Andrea Casini and
  • Lorenzo Stefani

16 May 2020

Imaging spectroscopy technique was introduced in the cultural heritage field in the 1990s, when a multi-spectral imaging system based on a Vidicon camera was used to identify and map pigments in paintings. Since then, with continuous improvements in...

  • Article
  • Open Access
28 Citations
8,895 Views
17 Pages

A 1064 nm Dispersive Raman Spectral Imaging System for Food Safety and Quality Evaluation

  • Kuanglin Chao,
  • Sagar Dhakal,
  • Jianwei Qin,
  • Moon Kim and
  • Yankun Peng

13 March 2018

Raman spectral imaging is an effective method to analyze and evaluate the chemical composition and structure of a sample, and has many applications for food safety and quality research. This study developed a 1064 nm dispersive Raman spectral imaging...

  • Article
  • Open Access
9 Citations
4,474 Views
11 Pages

Near-Infrared Transmittance Spectral Imaging for Nondestructive Measurement of Internal Disorder in Korean Ginseng

  • Lalit Mohan Kandpal,
  • Jayoung Lee,
  • Hyungjin Bae,
  • Moon S. Kim,
  • Insuck Baek and
  • Byoung-Kwan Cho

3 January 2020

The grading of ginseng (Panax ginseng) including the evaluation of internal quality attributes is essential in the ginseng industry for quality control. Assessment for inner whitening, a major internal disorder, must be conducted when identifying hig...

  • Article
  • Open Access
2 Citations
1,981 Views
10 Pages

Establishing a Foundation for the In Vivo Visualization of Intravascular Blood with Photon-Counting Technology in Spectral Imaging in Cranial CT

  • Anna Klempka,
  • Philipp Neumayer,
  • Alexander Schröder,
  • Eduardo Ackermann,
  • Svetlana Hetjens,
  • Sven Clausen and
  • Christoph Groden

Background: Advances in computed tomography (CT) technology, particularly photon-counting CT (PCCT), are reshaping the possibilities for medical imaging. PCCT in spectral imaging enables the high-resolution visualization of tissues with material-spec...

  • Article
  • Open Access
14 Citations
4,188 Views
10 Pages

22 September 2019

This paper reports the feasibility of Nakagami imaging in monitoring the regeneration process of zebrafish hearts in a noninvasive manner. In addition, spectral Doppler waveforms that are typically used to access the diastolic function were measured...

  • Article
  • Open Access
4 Citations
1,928 Views
14 Pages

28 December 2024

Soybean bacterial blight, caused by Pseudomonas savastanoi pv. glycine, which is one of the common diseases of soybeans, has a strong harm and a great impact on the yield of soybeans. If the disease is not diagnosed in time and no solution comes up,...

  • Article
  • Open Access
10 Citations
4,316 Views
15 Pages

12 October 2024

Acid value (AV) serves as an important indicator to assess the quality of oil, which can be used to judge the deterioration of edible oil. In order to realize the quantitative prediction of the AV of camellia seed oil, which was made from camellia ol...

  • Review
  • Open Access
25 Citations
6,064 Views
19 Pages

5 June 2023

Traditional methods for detecting foodstuff hazards are time-consuming, inefficient, and destructive. Spectral imaging techniques have been proven to overcome these disadvantages in detecting foodstuff hazards. Compared with traditional methods, spec...

  • Article
  • Open Access
45 Citations
14,043 Views
34 Pages

Mapping the Spectral Soil Quality Index (SSQI) Using Airborne Imaging Spectroscopy

  • Tarin Paz-Kagan,
  • Eli Zaady,
  • Christoph Salbach,
  • Andreas Schmidt,
  • Angela Lausch,
  • Steffen Zacharias,
  • Gila Notesco,
  • Eyal Ben-Dor and
  • Arnon Karnieli

23 November 2015

Soil quality (SQ) assessment has numerous applications for managing sustainable soil function. Airborne imaging spectroscopy (IS) is an advanced tool for studying natural and artificial materials, in general, and soil properties, in particular. The p...

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