Review of deep learning-based methods for non-destructive evaluation of agricultural products

Z Li, D Wang, T Zhu, Y Tao, C Ni - Biosystems Engineering, 2024 - Elsevier
Deep Learning (DL) has emerged as a pivotal modelling tool in various domains because of
its proficiency in learning distributed representations. Numerous DL algorithms have …

Review of bioplastics characterisation by terahertz techniques in the view of ensuring a circular economy

A Abina, T Korošec, U Puc, A Zidanšek - Photonics, 2023 - mdpi.com
The increasing scarcity of natural resources, worsening global climate change,
environmental degradation, and rising demand for food are forcing the biotechnology and …

Exploring fetal brain tumor glioblastoma symptom verification with self organizing maps and vulnerability data analysis

SK Natarajan, SK Mathivanan, H Rajadurai… - Scientific Reports, 2024 - nature.com
Brain tumor glioblastoma is a disease that is caused for a child who has abnormal cells in
the brain, which is found using MRI “Magnetic Resonance Imaging” brain image using a …

Nondestructive evaluation of lined paintings by THz pulsed time-domain imaging

K Fukunaga - Heritage, 2023 - mdpi.com
For the past 20 years, THz pulsed time-domain imaging has been used to study the internal
structure of various paintings. The main advantage of this technique is that it can …

Terahertz deep learning fusion computed tomography

YC Hung, WT Su, TH Chao, CW Lin, SH Yang - Optics Express, 2024 - opg.optica.org
Terahertz (THz) tomographic imaging based on time-resolved THz signals has raised
significant attention due to its non-invasive, non-destructive, non-ionizing, material …

Generative adversarial networks with deep blind degradation powered terahertz ptychography

Z Ming, D Liu, L Xiao, S Tu, P Chen, Y Ma, J Liu… - Displays, 2024 - Elsevier
Ptychography is an imaging technique that uses the redundancy of information generated by
the overlapping of adjacent light regions to calculate the relative phase of adjacent regions …

[HTML][HTML] A Generative Approach for Document Enhancement with Small Unpaired Data

MS Uddin, W Khallouli, A Sousa-Poza, S Kovacic, J Li - Electronics, 2024 - mdpi.com
Shipbuilding drawings, crafted manually before the digital era, are vital for historical
reference and technical insight. However, their digital versions, stored as scanned PDFs …

G-RRDB: An Effective THz Image-Denoising Model for Moldy Wheat

Y Jiang, X Chen, H Ge, M Jiang, X Wen - Foods, 2023 - mdpi.com
In order to solve the problem of large image noise and unremarkable features caused by
factors such as fluctuations in the power of a light source during the terahertz image …

Detection the internal quality of watermelon seeds based on terahertz imaging technology combined with image smoothing and enhancement algorithm

L Bin, Y Jin‐li, S Zhao‐xiang, Y Shi‐min… - Journal of …, 2024 - Wiley Online Library
The cultivation processes of watermelon seed are often affected by issues such as empty
shells and defects, resulting in significant losses. To obtain high‐quality seeds, the terahertz …

[PDF][PDF] Blind Deblurring of THz Time-Domain Images Based on Low-Rank Representation

M Ljubenovic, MAT Figueiredo, A Traviglia - Proceedings Copyright, 2024 - scitepress.org
Terahertz (THz) time-domain imaging holds immense potential for material characterization,
capturing threedimensional data across spatial and temporal dimensions. Despite its …