Plant Stress Detection Using a Three-Dimensional Analysis from a Single RGB Image by Madaín Pérez-Patricio, J. A. de Jesús Osuna-Coutiño, German Ríos-Toledo, Abiel Aguilar-González, J. L. Camas-Anzueto, N. A. Morales-Navarro, J. Renán Velázquez-González, Luis Ángel Cundapí-López

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Speaker-story mapping as a method to evaluate audiovisual scene analysis in a virtual classroom scenario by Stephan Fremerey, Carolin Breuer, Larissa Leist, Maria Klatte, Janina Fels, Alexander Raake

“…This study explores how audiovisual immersive virtual environments (IVEs) can assess cognitive performance in classroom-like settings, addressing limitations in simpler acoustic and visual representations. This study examines the potential of a test paradigm using speaker-story mapping, called “audiovisual scene analysis (AV-SA),” originally developed for virtual reality (VR) hearing research, as a method to evaluate audiovisual scene analysis in a virtual classroom scenario. …”
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Use of a Method for Contour Analysis of Radiation Images of Malignant Breast Tumors on the Basis of Retrospective Material by M. K. Mikhailov, E. A. Romanycheva, V. V. Sevast’yanov, Ya. A. Furman

“…To enhance the reliability of visual analysis of X-ray mammograms, by applying the mathematical models of neoplasms and a method for their processing based on the mathematical apparatus of contour analysis.Material and methods. …”
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Conditional GAN-Based Two-Stage ISP Tuning Method: A Reconstruction–Enhancement Proxy Framework by Pengfei Zhan, Jiongyao Ye

“…The results demonstrate that the proposed method outperforms end-to-end proxy methods on public datasets (SIDD, KITTI) and achieves over 21% improvement in performance metrics compared to hand-tuning methods.…”
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The portrayal of panic-buying and stockpiling in English newspapers during Covid, a mixed-method content analysis. by Dayna Brackley, Rebecca Wells

“…The media play an important role in communicating information to the British public during times of crisis and influence public opinion. This mixed-method study examined English media portrayal of panic-buying, analysing text and visual data from six of the highest-circulating newspapers from March to July 2020. …”
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Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method by Jun Peng, Yiyi Zhou, Xiaoshuai Sun, Jinsong Su, Rongrong Ji

“…Mining social media data, especially topic modeling, from students, provides a non-intrusive method to know the instantaneous thoughts and willings of them. …”
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Optimized exposer region-based modified adaptive histogram equalization method for contrast enhancement in CXR imaging by Shivam Gangwar, Reeta Devi, Nor Ashidi Mat Isa

“…It achieved a superior peak signal-to-noise ratio (PSNR = 31.10 dB), entropy (7.48), feature similarity index (FSIM = 0.98), tenengrad function (TEN = 0.19), quality-aware relative contrast measure (QRCM = 0.10), and contrast ratio, while maintaining a low absolute mean brightness error (AMBE = 0.10). The method effectively enhanced image contrast while preserving brightness and visual quality, as confirmed by medical expert evaluations. …”
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Research on Fracture Energy Prediction and Size Effect of Concrete Based on Deep Learning with SHAP Interpretability Method by Huiming Wang, Weiqi Zhang, Jie Lin, Shengpin Guo

“…The SHAP method can identify and visualize the contribution direction (positive/negative) and magnitude of the input features and reveal the relative importance of parameters at both local and global levels simultaneously. …”
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A Motion Propagation Force Analysis of Multi-DoF Systems Using the Partial Lagrangian Method by Hironori Gunji, Takashi Kusaka, Takayuki Tanaka

“…The effectiveness of the proposed method is confirmed through simulations using a three-DoF arm model, where motion propagation torques are visualized and validated. …”
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CNF: An Automated Test Case Generation Method Based on Neuron Coverage Guidance in Key Network Layers by Yiran Gu, Yunlai Sun, Yiling Wu, Fei Yan

“…To address the issue of low efficiency and inability to cover all test scenarios in manually generated test datasets, an automated test case generation method called Critical Network Layer Fuzzy testing (CNF) is proposed, based on the key network layer neuron coverage guidance criterion. …”
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A Novel Directionlet-Based Image Denoising Method Using MMSE Estimator and Laplacian Mixture Distribution by Yixiang Lu, Qingwei Gao, Dong Sun, Dexiang Zhang, Yi Xia, Hui Wang

“…We demonstrate through simulations with images contaminated by additive white Gaussian noise that the proposed method is very competitive when compared with other methods in terms of both peak signal-to-noise ratio and visual quality.…”
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SIGNAL FLOW GRAPH ANALYSIS METHOD FOR KINEMATIC CHARACTERISTICS OF SINGLE DEGREE OF FREEDOM PLANETARY GEAR TRAIN by ZHOU XinTao, CUI YaHui, YAN HaiTao, GAO Jing, LI LongLong

“…Reuse the calculation rules of signal flow graph,and got a variety of planetary gear train speed relation of input and output of the transmission components,the conversion ratio of the transmission system. The method was intuitive,This way can do visual analysis of planetary gear transmission,and can deal with the characteristics of power flow analysis,A new technique for the complex planetary gear kinematic system characteristic parameter calculation of the research was provided.…”
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A practical method for searching scholarly papers in the General Index without a high-performance computer by Emily Cukier

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Edge Detection in UAV Remote Sensing Images Using the Method Integrating Zernike Moments with Clustering Algorithms by Liang Huang, Xueqin Yu, Xiaoqing Zuo

“…Then, Zernike moments are applied to carry out edge detection on the remote sensing images clustered. Finally, visual comparison and sensitivity methods are adopted to evaluate the accuracy of the edge information detected. …”
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A Method for Choosing the Opportunity of Reducing Grain Moisture Ventilation by Specific Enthalpy and Absolute Humidity of Air by YIN Guo-bin

“…In this paper, a new method has been proposed to determine the timing of reducing grain moisture ventilation by specific enthalpy and absolute humidity of air. …”
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Using Machine Learning Method for Variable Star Classification Using the TESS Sectors 1–57 Data by Li-Heng Wang, Kai Li, Xiang Gao, Ya-Ni Guo, Guo-You Sun

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A Hybrid Compression Method for Medical Images Based on Region of Interest Using Artificial Neural Networks by Ali Ibrahim Khaleel, Nik Adilah Hanin Zahri, Muhammad Imran Ahmad

“…The values in this layer are used to represent the image, while the following layers are used to decompress the images, after training the neural network. The proposed method is evaluated using the CLEF MED 2009 dataset, where the evaluation results show that the method has significantly better performance, compared to the existing state-of-the-art methods, by providing more visually similar images using less data.…”
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A Fault Feature Extraction Method for Rolling Bearing Based on Pulse Adaptive Time-Frequency Transform by Jinbao Yao, Baoping Tang, Jie Zhao

“…Shock pulse method is a widely used technique for condition monitoring of rolling bearing. …”
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A Novel Method to Investigate the Effect of Social Network “Hook” Images on Purchasing Prospects in E-Commerce by Mohamed R. Smaoui

“…Background. Social network visual shopping trends are growing e-commerce at unprecedented levels. …”
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Study on the Fracture Evolution Law of Coal Based on Image Retrieval Method and X-Ray Computed Tomography by Yan Wu, Dengke Wang, Xiaofei Pang, Hang Zhang

“…The combination of real-time computed tomography (CT) scanning test and loading test can visualize the evolution process of defects such as internal pores and fissures in the coal. …”
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