Accurate Extraction of Rural Residential Buildings in Alpine Mountainous Areas by Combining Shadow Processing with FF-SwinT by Guize Luan, Jinxuan Luo, Zuyu Gao, Fei Zhao

“…However, existing deep learning models are hindered by insufficient datasets and suboptimal algorithm structures, resulting in blurred boundaries and inadequate extraction accuracy. …”
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Micro-CT analysis reveals porosity driven growth banding in Caribbean coral Siderastrea siderea by James Vincent, Tom Sheldrake

“…Seasonality in the shallower sample is less clear, although porosity variability with depth is more similar across microstructures. …”
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Monitoring the effect of upwelling on the chlorophyll <i>a</i> distribution in the Gulf of Finland (Baltic Sea) using remote sensing and in situ data by Laura Raag, Liis Sipelgas, Jaan Laanemets, Rivo Uiboupin, Inga Lips

“…The MERIS data were processed with an algorithm developed by the Free University of Berlin (FUB) for case 2 waters. …”
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An Optical Sensor for Measuring In-Plane Linear and Rotational Displacement by Suhana Jamil Ahamed, Michael Aaron McGeehan, Keat Ghee Ong

“…The sensor utilizes a photo detector to capture the intensity of red (R), green (G), blue (B), and clear (C, broad visible spectrum) light reflected from a color gradient wheel on the opposing surface. …”
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Analysis of the Correlation Between Factors Affecting Green Mining in Open-Pit Mines by Yiyuan Cui, BinBin He, Kun Li, Yaoxuan Li

“…However, the current green mine evaluation index system proposed in China is complex, and the intrinsic logical relationships between the indicators are not yet clear. To address this issue, this article conducts an in-depth analysis and study of the green mine evaluation index system. …”
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Polarimetric Calculation Method of Global Pixel for Underwater Image Restoration by HaiHong Jin, LiJin Qian, Jun Gao, ZhiGuo Fan, Jie Chen

“…Different from the previous study that the degree of polarization of the target light is a constant, the global calculation method can solve the global variable image of the degree of polarization of the target light and it is used for reconstruction experiments of underwater real-world scene to verify the effectiveness of the algorithm. The experimental results demonstrate that the global pixel calculation method has obvious effect on image detail recovery of the underwater scene to realize the clear underwater vision. …”
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AI-based Assessment of Risk Factors for Coronary Heart Disease in Patients With Diabetes Mellitus and Construction of a Prediction Model for a Treatment Regimen by Zhen Gao, Qiyuan Bai, Mingyu Wei, Hao Chen, Yan Yan, Jiahao Mao, Xiangzhi Kong, Yang Yu

“…The SHAP algorithm also provided clear explanations and visualizations of the model's predictions. …”
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An edge awareness-enhanced visual SLAM method for underground coal mines by Qi MU, Xin LIANG, Yuanjie GUO, Yuhao WANG, Zhanli LI

“…Specifically, images with clear textures and uniform illumination were obtained using the Retinex algorithm optimized using an adaptive gradient-domain guided filter. …”
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A Macroscopic Exploration of the Ideoscape on Exosomes for Bone Regeneration by Maria Teresa Colangelo, Marco Meleti, Stefano Guizzardi, Carlo Galli

“…Our approach provided a clear visualization of the field’s intellectual structure, showing how emerging topics are interconnected. …”
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Enhanced Extraction of Blood and Tissue Time-Activity Curves in Cardiac Mouse FDG PET Imaging by Means of Constrained Nonnegative Matrix Factorization by Otman Sarrhini, Pedro D’Orléans-Juste, Jacques A. Rousseau, Jean-François Beaudoin, Roger Lecomte

“…The method is noninvasive and consists of using a constrained nonnegative matrix factorization algorithm (CNMF) applied to the matrix (A) containing the intensity values of the voxels of the left ventricle (LV) PET image. …”
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LittleFaceNet: A Small-Sized Face Recognition Method Based on RetinaFace and AdaFace by Zhengwei Ren, Xinyu Liu, Jing Xu, Yongsheng Zhang, Ming Fang

“…Traditional face recognition algorithms are typically static and rely heavily on clear images, resulting in inaccurate recognition for low-resolution, small-sized faces. …”
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The nonlinear impact of cycling environment on bicycle distance: A perspective combining objective and perceptual dimensions by Yantang Zhang, Xiaowei Hu

“…This study uses 2019 cycling data from Shenzhen, China, employing the XGBoost algorithm to uncover the relative importance and thresholds of objective and perceived factors in the cycling environment. …”
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Space‐Borne Cloud‐Native Satellite‐Derived Bathymetry (SDB) Models Using ICESat‐2 And Sentinel‐2 by N. Thomas, A. P. Pertiwi, D. Traganos, D. Lagomasino, D. Poursanidis, S. Moreno, L. Fatoyinbo

“…ICESat‐2 bathymetric classified photons are used to train three Satellite Derived Bathymetry (SDB) methods, including Lyzenga, Stumpf, and Support Vector Regression algorithms. For each study site the Lyzenga algorithm yielded the lowest RMSE (approx. 10%–15%) when compared with validation data. …”
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EPIDEMIOLOGICAL AND THERAPEUTIC ISSUES OF PSORIATIC DISEASE by V.H. Kravchenko, Ya.O. Yemchenko, A.V. Kravchenko, A.M. Dashchuk, M.O. Dudchenko, V.I. Kamieniev

“…It is necessary to create a clear plan of measures in order to detect, treat and prevent the development of complications of dermatosis as early as possible. …”
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Virtual Reconstruction Method of Regional 3D Image Based on Visual Transmission Effect by Jing Yin, Jong Hoon Yang

“…After the input image is preprocessed by median filtering, a three-dimensional reconstruction algorithm based on the image sequence is used to perform a three-dimensional reconstruction of the preprocessed image. …”
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Detection of anthropogenic noise pollution as a possible chronic stressor in Antarctic Specially Protected Area N°150, Ardley Island by Maximiliano Anzibar Fialho, Martín Rocamora, Lucía Ziegler

“…Until now, most studies on the sound impact in Antarctica have focused on marine ecosystems, with a clear paucity of studies at the level of terrestrial environments. …”
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Domain Adaptation for Satellite-Borne Multispectral Cloud Detection by Andrew Du, Anh-Dzung Doan, Yee Wei Law, Tat-Jun Chin

“…Our main contributions lie in formulating new domain adaptation tasks that are motivated by a concrete EO mission, developing a novel algorithm for bandwidth-efficient supervised domain adaptation, and demonstrating test-time adaptation algorithms on space deployable neural network accelerators. …”
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Features of diagnosing postexertional malaise and chronic fatigue syndrome in the development of medical rehabilitation programs for long COVID by Ksenia S. Avdeeva, Tatiana I. Petelina, Aleksandr V. Gorbachevskii, Yliya A. Sharoyan, Marina I. Bessonova

“…The clinical importance of this issue is compounded by the absence of clear diagnostic criteria and validated biomarkers for both long COVID and ME/CFS, highlighting the need for thorough phenotyping. …”
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A hybrid method for delineating homogeneous forest segments from LiDAR data in Catalonia (Spain) by Timo Pukkala, Núria Aquilué, Erico Kutchartt, Antoni Trasobares

“…To address this, we propose and assess a novel hybrid approach that combines two segmentation algorithms, resulting in smoother boundaries and homogeneous stands. …”
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Destruction of Narcotic Drugs and Psychotropic Substances as a Stage of Circulation of Medicines by T. L. Malkova, E. S. Berezina

“…Optimization of activities related to the turnover of controlled substances can be ensured by building a clear algorithm of actions in a medical organization for each type of work and services specified in the license, including the type of work – destruction. …”
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