An efficient technique for detecting document forgery in hyperspectral document images

In document forensics, identifying ink mismatches is crucial for detecting forgeries and determining document authenticity. However, identifying and separating specific inks from paper can be challenging. Hyperspectral imaging can capture unique spectral patterns exhibited by inks composed of differ...

Full description

Bibliographic Details
Published in:	Alexandria Engineering Journal
Main Authors:	Naglaa F. EL Abady, Hala H. Zayed, Mohamed Taha
Format:	Article
Language:	English
Published:	Elsevier 2023-12-01
Subjects:	Forensic Ink analysis Ink mismatch detection (IMD) Convolution Neural Network (CNN) Hyperspectral imaging (HSI)
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016823010268

Similar Items

An Algorithm for Forensic Examination of Documents Containing Entries Written in Sympathetic Inks
by: A. V. Efimenko, et al.
Published: (2018-09-01)

Studying the Methods to Determine the Age of Ink: A Critical Review of Ink Dating Methods
by: Vinayak Gupta, et al.
Published: (2023-06-01)

Spatial-Spectral Transformer for Hyperspectral Image Classification
by: Xin He, et al.
Published: (2021-01-01)

Forensic Analysis of Gel Pen Inks using Hyperspectral Imaging coupled with Chemometric Procedures
by: Muhammad N. M. Asri, et al.
Published: (2019-05-01)

Alleviating Luminescence and Quenching toward Discrimination of Ballpoint Pen Inks Using Spectroscopy and Chromatography Techniques
by: Ahmed A. Gawad, et al.
Published: (2023-08-01)

Deep learning techniques for hyperspectral image analysis in agriculture: A review
by: Mohamed Fadhlallah Guerri, et al.
Published: (2024-04-01)

Ongoing Issues with the Use of the Ink Dating Methodology Based on Relative Content of Volatile Solvents in Document Entries
by: О. А. Skoromnikova, et al.
Published: (2018-09-01)

Efficient Spectral-Spatial Fusion With Multiscale and Adaptive Attention for Hyperspectral Image Classification
by: Xiaoqing Wan, et al.
Published: (2025-01-01)

Statistical Modelling Investigation of MALDI-MSI-Based Approaches for Document Examination
by: Johan Kjeldbjerg Lassen, et al.
Published: (2023-07-01)

Raising The Security levels of Government Documents by Digitally including QR codes with biometric information for Authorized Holders
by: Prof. Ahmed Mahmoud Yousry, et al.
Published: (2025-03-01)

Self- and Cross-Attention Enhanced Transformer for Visible and Thermal Infrared Hyperspectral Image Classification
by: Enyu Zhao, et al.
Published: (2025-01-01)

Supervised Contrastive Learning-Based Classification for Hyperspectral Image
by: Lingbo Huang, et al.
Published: (2022-11-01)

Different types of inks having certain medicolegal importance: Deciphering the faded and physically erased handwriting
by: Manal Abd-ElAziz Abd-ElZaher
Published: (2014-06-01)

Global–Local Multigranularity Transformer for Hyperspectral Image Classification
by: Zhe Meng, et al.
Published: (2025-01-01)

Artistic anti-counterfeiting with a pH-responsive fluorescent ink using DFT and molecular electrostatic potential mapping insights
by: Hebat-Allah S. Tohamy
Published: (2025-06-01)

Pad-Printing as a Fabrication Process for Flexible and Compact Multilayer Circuits
by: Ahmad Jaafar, et al.
Published: (2021-10-01)

Translation of Neutrosophic INK-Algebra
by: Wadei Faris Al-Omeri, et al.
Published: (2024-04-01)

Hyperspectral Image Denoising via Low-Rank Representation and CNN Denoiser
by: Hezhi Sun, et al.
Published: (2022-01-01)

Non-Destructive Discrimination of Blue Inks on Suspected Documents through the Combination of Raman Spectroscopy and Chemometric Analysis
by: Sruthi Thiraviam Saravanan, et al.
Published: (2023-09-01)

An Efficient Feature Extraction Network for Unsupervised Hyperspectral Change Detection
by: Hongyu Zhao, et al.
Published: (2022-09-01)

The Contamination of Intravenous Fluid by Felt-Tip Marking Pen Ink: A Pilot Study
by: Paiboon Tummarintra, et al.
Published: (2018-11-01)

Mixed Inks in Two Coptic Documents from the Hermopolite Region Relating to Lease Business
by: Lajos Berkes, et al.
Published: (2023-07-01)

Wide Sliding Window and Subsampling Network for Hyperspectral Image Classification
by: Jiangbo Xi, et al.
Published: (2021-03-01)

Unsupervised Deep Noise Modeling for Hyperspectral Image Change Detection
by: Xuelong Li, et al.
Published: (2019-01-01)

Bipolar fuzzy INK-subalgebras of INK-algebras
by: Remala Mounikalakshmi, et al.
Published: (2024-09-01)

The Formation–Structure–Functionality Relationship of Catalyst Layers in Proton Exchange Membrane Fuel Cells
by: Donglei Yang, et al.
Published: (2024-04-01)

High-Frequency Rheological and Piezo-Voltage Waveform Characterization of Inkjet-Printed Polymer-Based Dopant-Source Inks
by: Zulkifl Hussain, et al.
Published: (2022-12-01)

Effectiveness of UV-Visible Spectroscopy (with Multi-Mode Plate Reader) and ATR-FTIR for the Discrimination of Black Marker Inks
by: Pawan Gupta, et al.
Published: (2023-12-01)

Adaptive Learnable Spectral–Spatial Fusion Transformer for Hyperspectral Image Classification
by: Minhui Wang, et al.
Published: (2024-05-01)

Cross-Hopping Graph Networks for Hyperspectral–High Spatial Resolution (H<sup>2</sup>) Image Classification
by: Tao Chen, et al.
Published: (2024-08-01)

Analysis of Hyperspectral Data to Develop an Approach for Document Images
by: Zainab Zaman, et al.
Published: (2023-08-01)

Joining Voices: University – Industry Partnerships in the Humanities
by: Lynne Siemens, et al.
Published: (2019-02-01)

Blue and Black Ballpoint Pen Inks: a Systematic Review for Ink Characterization and Dating Analysis
by: Roberta Petry Gorziza, et al.
Published: (2019-05-01)

Forensic Analysis of Commercial Inks by Laser-Induced Breakdown Spectroscopy (LIBS)
by: Flavio Cicconi, et al.
Published: (2020-07-01)

Hyperspectral Image Classification Using a Multi-Scale CNN Architecture with Asymmetric Convolutions from Small to Large Kernels
by: Xun Liu, et al.
Published: (2025-04-01)

Types of colourants used in tattoo and permanent make‐up techniques, legal regulations, health, and psychological aspects of tattooing
by: Anna Charuta, et al.
Published: (2023-09-01)

Hyperspectral Image Classification With Mixed Link Networks
by: Zhe Meng, et al.
Published: (2021-01-01)

Spatial Multifeature and Dual-Layer Multihop Graph Convolution Networks for Hyperspectral Image Classification
by: Xiangyue Yu, et al.
Published: (2025-01-01)

Invariant Attribute-Driven Binary Bi-Branch Classification of Hyperspectral and LiDAR Images
by: Jiaqing Zhang, et al.
Published: (2023-08-01)

SS-TMNet: Spatial–Spectral Transformer Network with Multi-Scale Convolution for Hyperspectral Image Classification
by: Xiaohui Huang, et al.
Published: (2023-02-01)