NIR hyperspectral images for identification of gunshot residue from tagged ammunition

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Anal. Methods, 2018, 10, 4711
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Chemiluminescence video assisted by chemometric modeling for forensic identification of blood at crime scenes

Thomas F. F. T. dos Santos, José R. S. Júnior, Licarion Pinto, Tadeu Morais Cruz, Jose Ailton M. Nascimento, Severino Carlos B. Oliveira and Vagner Bezerra dos Santos

Anal. Methods, 2025, 17, 5836
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Raman spectroscopy for forensic pen ink investigation: a review

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Anal. Methods, 2025, 17, 2515
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A preliminary study of fingerprint aging using near infrared hyperspectral imaging (NIR-HSI)

Caroline R. Carneiro, Carolina S. Silva and Ingrid T. Weber

Anal. Methods, 2023, 15, 6451
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Confocal Raman imaging and chemometrics applied to solve forensic document examination involving crossed lines and obliteration cases by a depth profiling study

Flávia de Souza Lins Borba, Tariq Jawhari, Ricardo Saldanha Honorato and Anna de Juan

Analyst, 2017, 142, 1106
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Chemometrics in forensic science: approaches and applications

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Determining line-crossing sequences between laser printing and black ink using digital microscopy: The influence of writing tool and toner

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Forensic Science International, 2024, 360, 112051
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Detection and Quantification of Adulterants in Roasted and Ground Coffee by NIR Hyperspectral Imaging and Multivariate Curve Resolution

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Food Anal. Methods, 2020, 13, 44
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Forged document detection and writer identification through unsupervised deep learning approach

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Multimed Tools Appl, 2023, 83, 18459
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Determining the chronological sequence of inks deposited with different writing and printing tools using ion beam analysis

Vairavel Mathayan, Mauricio Sortica and Daniel Primetzhofer

Journal of Forensic Sciences, 2021, 66, 1401
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Machine learning and optical imaging for pharmaceutical forensic toxicology: A comprehensive review

Christian H. Pérez-Beltrán, Ana M. Jiménez-Carvelo, Eslim S. Sandoval-Sicairos, Ulises Osuna-Martínez, Cress L. Santos-Ballardo, Pablo Y. Carrazco-Ávila, Edith O. Cuevas-Rodríguez and Luis Cuadros-Rodríguez

Journal of Pharmaceutical and Biomedical Analysis Open, 2026, 7, 100104
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Near infrared spectroscopy: A mature analytical technique with new perspectives – A review

Celio Pasquini

Analytica Chimica Acta, 2018, 1026, 8
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Forensic applications of hyperspectral imaging technique: a narrative review

Margherita Pallocci, Michele Treglia, Pierluigi Passalacqua, Lucilla De Luca, Claudia Zanovello, Daniela Mazzuca, Francesca Guarna, Santo Gratteri and Luigi T Marsella

Med Leg J, 2022, 90, 216
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Ink classification in historical documents using hyperspectral imaging and machine learning methods

Ana Belén López-Baldomero, Marco Buzzelli, Francisco Moronta-Montero, Miguel Ángel Martínez-Domingo and Eva María Valero

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2025, 335, 125916
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Unsupervised deep autoencoder-based reconstruction for ink mismatch detection in hyperspectral document images

Pangambam Sendash Singh, Subbiah Karthikeyan, Govind Murari Upadhayay, Sounak Sadhukhan, Pramod Kumar Soni and Timothy Malche

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Forensic potential of atomic force microscopy

Threes Smijs, Federica Galli and Arian van Asten

Forensic Chemistry, 2016, 2, 93
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Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging

Shuan-Yu Huang, Arvind Mukundan, Yu-Ming Tsao, Youngjo Kim, Fen-Chi Lin and Hsiang-Chen Wang

Sensors, 2022, 22, 7308
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Initial investigations of spectral measurements to estimate the time within stages of Protophormia terraenovae (Robineau-Desvoidy) (Diptera: Calliphoridae)

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Forensic Science International, 2017, 278, 205
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Crime Light Imaging (CLI): A Novel Sensor for Stand-Off Detection and Localization of Forensic Traces

Andrea Chiuri, Roberto Chirico, Federico Angelini, Fabrizio Andreoli, Ivano Menicucci, Marcello Nuvoli, Cristina Cano-Trujillo, Gemma Montalvo and Violeta Lazic

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Deep feature extraction for document forgery detection with convolutional autoencoders

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Computers and Electrical Engineering, 2022, 99, 107770
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Altered Documents Examined by Optical Properties of Colour Materials

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In-Vivo and Ex-Vivo Tissue Analysis through Hyperspectral Imaging Techniques: Revealing the Invisible Features of Cancer

Martin Halicek, Himar Fabelo, Samuel Ortega, Gustavo M. Callico and Baowei Fei

Cancers, 2019, 11, 756
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Endmember Analysis of Overlapping Handwritten Text in Hyperspectral Document Images

Hasan Irtaza Mirza, Saad Bin Ahmed, Roberto Solis-Oba and Muhammad Imran Malik

IEEE Access, 2024, 12, 13010
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Hyperspectral document image processing: Applications, challenges and future prospects

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Pattern Recognition, 2019, 90, 12
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Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria

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Hyperspectral imaging and multivariate analysis in the dried blood spots investigations

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Hyperspectral Data: Efficient and Secure Transmission

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Algorithms, 2017, 10, 132
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Proximal approach to denoising hyperspectral images under mixed‐noise model

Hazique Aetesam, Kumari Poonam and Suman Kumar Maji

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Hyperspectral imaging combined with data classification techniques as an aid for artwork authentication

Adam Polak, Timothy Kelman, Paul Murray, Stephen Marshall, David J.M. Stothard, Nicholas Eastaugh and Francis Eastaugh

Journal of Cultural Heritage, 2017, 26, 1
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Evaluating the potential of near infrared hyperspectral imaging associated with multivariate data analysis for examining crossing ink lines

Lívia Rodrigues e Brito, André Braz, Ricardo Saldanha Honorato, Maria Fernanda Pimentel and Celio Pasquini

Forensic Science International, 2019, 298, 169
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Model precision in partial least squares with discriminant analysis: A case study in document forgery through crossing lines

Leonardo Valderrama, Paulo Henrique Março and Patrícia Valderrama

Journal of Chemometrics, 2020, 34
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Hyperspectral imaging in forensic science: An overview of major application areas

Kristiane de Cássia Mariotti, Rafael Scorsatto Ortiz and Marco Flôres Ferrão

Science & Justice, 2023, 63, 387
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Improving the spatial resolution of volume Bragg grating two-dimensional monochromatic images

Jiazhu Duan, Xiangjie Zhao, Yongquan Luo and Dayong Zhang

Appl. Opt., 2018, 57, 3159
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Critical review and trends in forensic investigations of crossing ink lines

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DFD-SS: Document Forgery Detection using Spectral – Spatial Features for Hyperspectral Images

Garima Jaiswal, Arun Sharma and Sumit Kumar Yadav

Journal of Visual Communication and Image Representation, 2022, 89, 103690
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Determining line-crossing sequences between stamp inks and laser printing toner based on Vis-NIR hyperspectral imaging technology

Changsheng Li and Shuhui Gao

Microchemical Journal, 2025, 214, 114125
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Hyperspectral image analysis. A tutorial

José Manuel Amigo, Hamid Babamoradi and Saioa Elcoroaristizabal

Analytica Chimica Acta, 2015, 896, 34
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Hyperspectral imaging: future applications in security systems

Helge Bürsing and Wolfgang Gross

Advanced Optical Technologies, 2017, 6, 61
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Critical insights into modern hyperspectral image applications through deep learning

Garima Jaiswal, Arun Sharma and Sumit Kumar Yadav

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Analysis and chemical imaging of blue inks for the investigation of document forgery by XPS

Ayşegül Erdoğan

Microchemical Journal, 2022, 183, 108062
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Visible and Near-Infrared hyperspectral imaging (HSI) can reliably quantify CD3 and CD45 positive inflammatory cells in myocarditis: Pilot study on formalin-fixed paraffin-embedded specimens from myocard obtained during autopsy

A. Brunner, V.M. Schmidt, B. Zelger, C. Woess, R. Arora, P. Zelger, C.W. Huck and J. Pallua

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 274, 121092
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Comparison of latent variable‐based and artificial intelligence methods for impurity detection in PET recycling from NIR hyperspectral images

Borja Galdón‐Navarro, José Manuel Prats‐Montalbán, Sergio Cubero, Jose Blasco and Alberto Ferrer

Journal of Chemometrics, 2018, 32
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Confirmatory surface analysis of equivocal documents with pigment-based gel inks via laser desorption laser postionization mass spectrometry imaging

Rong Liu, Zhibin Yin, Xiaoling Cheng, Yifan Meng, Wei Hang and Benli Huang

Anal Bioanal Chem, 2018, 410, 1445
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Hyperspectral Image Classification Based on Multilayer Perceptron Trained with Eigenvalue Decay

Gürcan Lokman, Hasan Hüseyin Çelik and Vedat Topuz

Canadian Journal of Remote Sensing, 2020, 46, 253
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Statistical Modelling Investigation of MALDI-MSI-Based Approaches for Document Examination

Johan Kjeldbjerg Lassen, Robert Bradshaw, Palle Villesen and Simona Francese

Molecules, 2023, 28, 5207
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Raman hyperspectral imaging and a novel approach for objective determination of the order of crossing ink lines

Lívia Rodrigues e Brito, Amanda Belém Chaves, André Braz and Maria Fernanda Pimentel

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2019, 223, 117287
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New perspectives of hyperspectral imaging for clinical research

Johannes D Pallua, Andrea Brunner, Bernhard Zelger, Christian W Huck, Michael Schirmer, Johannes Laimer, David Putzer, Martin Thaler and Bettina Zelger

NIR news, 2021, 32, 5
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Near-infrared hyperspectral imaging for monitoring the thickness distribution of thin poly(3,4-ethylenedioxythiophene):poly(styrene sulfonate) (PEDOT:PSS) layers

Olesya Daikos, Mirko Naumann, Katrin Ohndorf, Carsten Bundesmann, Ulrike Helmstedt and Tom Scherzer

Talanta, 2021, 223, 121696
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Automatic Counterfeit Currency Detection Using a Novel Snapshot Hyperspectral Imaging Algorithm

Arvind Mukundan, Yu-Ming Tsao, Wen-Min Cheng, Fen-Chi Lin and Hsiang-Chen Wang

Sensors, 2023, 23, 2026
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Modern Trends in Hyperspectral Image Analysis: A Review

Muhammad Jaleed Khan, Hamid Saeed Khan, Adeel Yousaf, Khurram Khurshid and Asad Abbas

IEEE Access, 2018, 6, 14118
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A hyperspectral unmixing approach for ink mismatch detection in unbalanced clusters

Faryal Aurooj Nasir, Salman Liaquat, Khurram Khurshid and Nor Muzlifah Mahyuddin

Journal of Information and Intelligence, 2024, 2, 177
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Evaluation of fingerprint aging using near infrared hyperspectral imaging with partial least squares-discriminant analysis

Caroline R. Carneiro, Carolina S. Silva, Jez W.B. Braga and Ingrid T. Weber

Forensic Chemistry, 2025, 46, 100707
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Online nonaqueous capillary electrophoresis–mass spectrometry method for the simultaneous screening of synthetic organic dyes

Joon Yub Kwon, Yun‐Cheol Na and Seong Ho Kang

Bulletin Korean Chem Soc, 2025, 46, 882
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Hyperspectral imaging coupled with chemometric analysis for non-invasive differentiation of black pens

Damian K. Chlebda, Alicja Majda, Tomasz Łojewski and Joanna Łojewska

Appl. Phys. A, 2016, 122
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高光谱成像技术在文件检验中的研究进展

周奕含 Zhou Yihan, 崔岚 Cui Lan, 张程 Zhang Cheng, 李硕 Li Shuo and 付沛 Fu Pei

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Paper Spray Mass Spectrometry for the Forensic Analysis of Black Ballpoint Pen Inks

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Non-Destructive Sequence Determination of Seal Ink and Handwriting Using Structured Light and Deep Learning

Hongyang Wang, Xin He, Zhonghui Wei, Zhuang Lv, Zhiya Mu, Lei Zhang, Jiawei He, Jun Wang and Yi Gao

Photonics, 2026, 13, 292
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In-line monitoring of the application weight of an adhesion promoter and the residual moisture content in textile finishing by hyperspectral imaging using a NIR camera

Olesya Daikos and Tom Scherzer

Progress in Organic Coatings, 2021, 157, 106334
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2D macro-XRF to reveal redacted sections of French queen Marie-Antoinette secret correspondence with Swedish count Axel von Fersen

Anne Michelin, Fabien Pottier and Christine Andraud

Sci. Adv., 2021, 7
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Monitoring of the Homogeneity of Primer Layers for Ink Jet Printing on Polyester Fabrics by Hyperspectral Imaging

Olesya Daikos and Tom Scherzer

Polymers, 2024, 16, 1909
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In the pursuit of the holy grail of forensic science – Spectroscopic studies on the estimation of time since deposition of bloodstains

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Identification accuracy improvement of non-uniform paper samples

Shigeru Sugawara, Yoshihiko Nakayama, Hideya Taniguchi, Natsumi Kawashima and Ichiro Ishimaru

Infrared Physics & Technology, 2019, 97, 217
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Detection and identification of Cannabis sativa L. using near infrared hyperspectral imaging and machine learning methods. A feasibility study

José Francielson Q. Pereira, Maria Fernanda Pimentel, José Manuel Amigo and Ricardo S. Honorato

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2020, 237, 118385
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From classical image fusion to deep representation learning: A survey of the advances in hyperspectral image pan-sharpening

Raj Kumar, Swalpa Kumar Roy, Gemine Vivone, Swagatam Das, Balasubramanian Raman and Pravendra Singh

Information Fusion, 2026, 127, 103834
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Deep learning for automated forgery detection in hyperspectral document images

Muhammad Jaleed Khan

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A dataset for evaluating blood detection in hyperspectral images

Michał Romaszewski, Przemysław Głomb, Arkadiusz Sochan and Michał Cholewa

Forensic Science International, 2021, 320, 110701
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Writer Identification by Processing Hyperspectral Images Using Singular Value Decomposition and Linear Discriminant Analysis

Muhammad Moin Qasim, Saeed Mian Qaisar, Khurram Khurshid and Muhammad Nadeem

IEEE Access, 2026, 14, 29400
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High-Level Synthesis of Multiclass SVM Using Code Refactoring to Classify Brain Cancer from Hyperspectral Images

Abelardo Baez, Himar Fabelo, Samuel Ortega, Giordana Florimbi, Emanuele Torti, Abian Hernandez, Francesco Leporati, Giovanni Danese, Gustavo M. Callico and Roberto Sarmiento

Electronics, 2019, 8, 1494
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Projection pursuit and PCA associated with near and middle infrared hyperspectral images to investigate forensic cases of fraudulent documents

José Francielson Queiroz Pereira, Carolina S. Silva, André Braz, Maria Fernanda Pimentel, Ricardo Saldanha Honorato, Celio Pasquini and Peter D. Wentzell

Microchemical Journal, 2017, 130, 412
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Determination of chronological order of crossed lines of ballpoint pens by hyperspectral image in the visible region and multivariate analysis

Angélica Rocha Martins, Camila Santos Dourado, Márcio Talhavini, André Braz and Jez Willian Batista Braga

Forensic Science International, 2019, 296, 91
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