Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy by Adarsh Vulli, Parvathaneni Naga Srinivasu, Madipally Sai Krishna Sashank, Jana Shafi, Jaeyoung Choi, Muhammad Fazal Ijaz

“…These results indicate that the suggested model may assist general practitioners in accurately analyzing breast cancer situations, hence preventing future complications and mortality. With digital image processing, histopathologic interpretation and diagnostic accuracy have improved considerably.…”
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FAC: A Fault-Tolerant Design Approach Based on Approximate Computing by Padmanabhan Balasubramanian, Douglas L. Maskell

“…In this work, we evaluate the performance of TMR, MVRPR, and FAC for a digital image processing application. The image processing results obtained demonstrate the effectiveness of FAC. …”
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Annotated Peruvian banknote dataset for currency recognition and classification by Nicolás Esleyder Caytuiro-Silva, Jackeline Melady Peña-Alejandro, Eveling Gloria Castro-Gutierrez, Jose Sulla-Torres, Benjamin Maraza-Quispe

“…State-of-the-art techniques, such as machine learning (ML) and deep learning (DL), have supplanted traditional digital image processing methods in banknote recognition and classification. …”
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A Coupled Tensor–DEM–FEM Model for the Whole Process of Internal Fine-Scale Damage to Surface Damage in Red-Bed Soft Rocks in the Coastal Area of South China by Chang Xia, Yongtao Wu, Guangjun Cui, Jin Liao, Zhen Liu, Cuiying Zhou

“…Therefore, in this paper, a coupled tensor–DEM–FEM model is proposed to deal with surface damage by indoor triaxial test digital image processing (DIC), internal damage by FJM acoustic emission study, and internal and external damage by moment tensor correlation. …”
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Real-Time Jellyfish Classification and Detection Based on Improved YOLOv3 Algorithm by Meijing Gao, Yang Bai, Zhilong Li, Shiyu Li, Bozhi Zhang, Qiuyue Chang

“…Therefore, this paper studies a jellyfish detection method based on convolution neural network theory and digital image processing technology. This paper studies the underwater image preprocessing algorithm because the quality of underwater images directly affects the detection results. …”
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Effects of freeze–thaw cycles on micro and meso-structural characteristics and mechanical properties of porous asphalt mixtures by Gao Meiyi, Zhang Haitao, Gu Yongcai, Zhao Song, Guo Zhichao, Li Yuchen

“…Second, the effects of freeze–thaw cycles on the void characteristics of porous asphalt mixtures were explored utilizing digital image processing technologies. Finally, the freeze–thaw split test was utilized to evaluate the macroscopic mechanical properties of a porous asphalt mixture after freezing and thawing cycles. …”
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Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing by Aleksei Zhdanov, Anton Dolganov, Dario Zanca, Vasilii Borisov, Mikhail Ronkin

“…To implement an extended analysis of the ERG, the parameters extracted from the wavelet scalogram of the signal were obtained using digital image processing and machine learning methods. Specifically, the study focused on the preprocessing of wavelet scalogram as images, and the extraction of connected components and thier evaluation. …”
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An information technique for segmentation of military assets in conditions of uncertainty of initial data by С.І. Березіна, О.І. Солонець, Кювон Лі, М.В. Борцова

“…In the paper the following methods are used: the methods of digital image processing, the methods of Boolean algebra and fuzzy sets, the methods of statistical analysis. …”
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Enhanced Tone Mapping Using Regional Fused GAN Training with a Gamma-Shift Dataset by Sung-Woon Jung, Hyuk-Ju Kwon, Sung-Hak Lee

“…High-dynamic-range (HDR) imaging is a digital image processing technique that enhances an image’s visibility by modifying its color and contrast ranges. …”
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Evaluation of some engineering properties of cucumber (Cucumis sativus L.) seeds and kernels based on image processing by Amir Hossein Mirzabe, Masoud Barati kakolaki, Behnam Abouali, Rasoul Sadin

“…In this study, a method based on digital image processing was employed to investigate effect of the moisture content on gravimetrical and frictional properties of the cucumber seeds and kernels. …”
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Structural and Fractal Analysis of Soil Cracks Due to the Roots of Setaria Viridis by Yuchen Tang, Binbin Yang, Xiaoming Zhao, Changde Yang

“…In this paper, a soil fracture network is quantified using fractal characteristics and fractal dimensions, and the soil fracture network is identified and calculated using digital image processing technology. The fracture network of silty clay with different setaria viridis root content is studied during the process of evaporation. …”
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Research on Void Signal Recognition Algorithm of 3D Ground-Penetrating Radar Based on the Digital Image by Zhiyong Huang, Guoyuan Xu, Jiaming Tang, Huayang Yu, Duanyi Wang

“…With the help of digital image processing methods, the images are processed by binarization, corrosion, expansion, connected area inspection, fine length index inspection, and three-dimensional matching inspection, so as to identify and determine the void signals and extract the void area volume index. …”
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School of the Future: A Comprehensive Study on the Effectiveness of Augmented Reality as a Tool for Primary School Children’s Education by Afnan, Khan Muhammad, Noman Khan, Mi-Young Lee, Ali Shariq Imran, Muhammad Sajjad

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Experimental Investigation into the Tail-Slapping Motion of a Projectile with an Oblique Water-Entry Speed by Lin Lu, Cisong Gao, Fei Li, Dongxiao Zhang, Xuepu Yan, Qiang Li, Yanxiao Hu

“…The experimental images and data are captured, extracted and processed using a digital image processing method. The experimental repeatability is verified. …”
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Quantifying Computed Tomography of Basalt Fiber-Reinforced Concrete under Unconfined Compression by Huazhe Jiao, Xi Chen, Xiaolin Yang, Yunfei Wang, Yixuan Yang, Xinming Chen, Liuhua Yang, Jianxin Yu

“…In this paper, the reinforcement effect of fiber on concrete is studied by means of computed tomography (CT) scanning technology and digital image processing (DIP) technology, combined with the macro-mechanical properties obtained from the unconfined compression strength test, and quantitative analysis from the micro point of view. …”
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Investigation of three-dimensional model reconstruction and fractal characteristics of crack propagation in jointed sandstone by Ziqi Liu, Lulin Zheng, Yujun Zuo, Hao Liu, Yuanjiang Hou, Zehua Zhu, Zhibin Hao, Xiaokun Wang, Gang Huang

“…This study employed micro-CT scanning, digital image processing (DIP), and the rock failure process analysis system (RFPA3D) to reconstruct a genuine mesostructure, creating a three-dimensional (3D) numerical model of jointed sandstone. …”
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Anthocyanins estimation in homogeneous bean landrace (<em>Phaseolus vulgaris</em> L.) using probabilistic representation and convolutional neural networks by José Luis Morales-Reyes, Héctor-Gabriel Acosta-Mesa, Elia-Nora Aquino-Bolaños, Socorro Herrera Meza, Aldo Márquez Grajales

“…Computer vision is a non-invasive alternative to determine the nutritional contents through digital image processing to obtain the colour properties. This work employed a probability mass function (PMF) in colour spaces HSI (hue, saturation, intensity) and CIE L*a*b* (International Commission on Illumination) as inputs for a convolutional neural network (CNN) to estimate the anthocyanin contents in landraces of homogeneous colour. …”
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Modeling of Passive and Forced Convection Heat Transfer in Channels with Rib Turbulators by Jan Stąsiek, Adam Stąsiek, Marek Szkodo

“…Bearing in mind the above, the liquid crystal techniques (LCT), particle image velocimetry (PIV) and digital image processing (DIP) for temperature, velocity, friction factor and heat transfer coefficient measurements are presented herein. …”
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Clinical performance of a smartphone-based low vision aid by Joon Hyung Yeo, Seon Ha Bae, Seung Hyeun Lee, Kyoung Woo Kim, Nam Ju Moon

“…Abstract Real-time digital image processing to optimally enhance low vision is now realizable with recent advances in personal computers. …”
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Friction and Heat Transfer in Membrane Distillation Channels: An Experimental Study on Conventional and Novel Spacers by Nunzio Cancilla, Alessandro Tamburini, Antonino Tarantino, Salvatore Visconti, Michele Ciofalo

“…Local and mean heat transfer coefficients were obtained by using Thermochromic Liquid Crystals and Digital Image Processing. The performances of a novel spacer geometry, consisting of spheres that are connected by cylindrical rods, and are hereafter named spheres spacers, were compared with those of more conventional woven and overlapped spacers at equal values of the Reynolds number Re (in the range ~150 to ~2500), the pitch-to-channel height ratio, the flow attack angle and the thermal boundary conditions (two-side heat transfer). …”
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