Exploration of geo-spatial data and machine learning algorithms for robust wildfire occurrence prediction by Svetlana Illarionova, Dmitrii Shadrin, Fedor Gubanov, Mikhail Shutov, Usman Tasuev, Ksenia Evteeva, Maksim Mironenko, Evgeny Burnaev

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Comprehensive data of 10 fruit leaf classes captured for agricultural AI applicationsMendeley Data by Minhajul Abedin, Sujon Islam, Naznin Sultana

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Innovative deep learning approach for cross-crop plant disease detection: A generalized method for identifying unhealthy leaves by Imane Bouacida, Brahim Farou, Lynda Djakhdjakha, Hamid Seridi, Muhammet Kurulay

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Automated pavement marking integrity assessment using a UAV platform – a test case of public parking by Payam Rahnamayiezekavat, Di Wang, Jian Chai, Sungkon Moon, Maria Rashidi, Xiangyu Wang

“…A UAV-based platform was developed in this research to address the inefficiency, access limitations, and image processing of existing road marking inspection systems. …”
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Research on Video Monitoring Technology for Galloping of OCS Additional Conductors of High-Speed Railway in Strong Wind Zone by Wentao Zhang, Wenhao Wang, Shanpeng Zhao, Huayu Yuan, Youpeng Zhang, Xiaotong Yao, Guangwu Chen

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Enhancing semi‐supervised contrastive learning through saliency map for diabetic retinopathy grading by Jiacheng Zhang, Rong Jin, Wenqiang Liu

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SapotaNet: Paving the Way for Efficient Deep Learning with Lightweight Network Architecture by Anita Bhatt, Maulin Joshi

“…Sapota fruit is a source of income for people living in tropical regions. However, having a short post-harvest life and a lack of human resources result in high post-harvest losses in the case of Sapota fruit production. …”
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Efficient Fourier base fitting on masked or incomplete structured data by Fariba Karimi, Fariba Karimi, Esra Neufeld, Arya Fallahi, Arya Fallahi, Vartan Kurtcuoglu, Niels Kuster, Niels Kuster

“…IntroductionFourier base fitting for masked or incomplete structured data holds significant importance, for example in biomedical image data processing. However, data incompleteness destroys the simple unitary form of the Fourier transformation, necessitating the construction and solving of a linear system—a task that can suffer from poor conditioning and be computationally expensive. …”
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Optimizing Geospatial Data for ML/CV Applications: A Python-Based Approach to Streamlining Map Processing by Removing Irrelevant Areas by David Kasperek, Michal Podpora

“…This paper offers a solution to computational challenges in the Image Processing of satellite imagery, by proposing an optimization procedure. …”
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gamUnet: designing global attention-based CNN architectures for enhanced oral cancer detection and segmentation by Jinyang Zhang, Hongxin Ding, Hongxin Ding, Runchuan Zhu, Weibin Liao, Weibin Liao, Junfeng Zhao, Junfeng Zhao, Min Gao, Xiaoyun Zhang

“…This allows the model to focus on key diagnostic regions while retaining detailed spatial information. …”
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DentoMorph-LDMs: diffusion models based on novel adaptive 8-connected gum tissue and deciduous teeth loss for dental image augmentation by Hanaa Salem Marie, Mostafa Elbaz, Riham sobhy Soliman, Amira Abdelhafeez elkhatib

“…Abstract Pediatric dental image analysis faces critical challenges in disease detection due to missing or corrupted pixel regions and the unique developmental characteristics of deciduous teeth, with current Latent Diffusion Models (LDMs) failing to preserve anatomical integrity during reconstruction of pediatric oral structures. …”
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Issues of Geopoetics in Modern Literary Criticism by O. N. Alexandrova-Osokina

“…The analyzed material allowed us to present a generalized artistic structure of the geopoetic model of the region, including mythopoetic images, natural history and historical-cultural realities, historical aspects of the formation of geopoetic representations, folklore and literary texts. …”
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Analysis of WISPR Images of the Near-Sun Heliospheric Current Sheet Region from Parker Solar Probe Encounters 4 and 5 and Comparison with the in Situ Observations by Paulett C. Liewer, Samuel T. Badman, Mark Linton, T. D. Phan, Guillermo Stenborg, Angelos Vourlidas

“…Here, we present an analysis of WISPR white-light observations of the HCS region during the same time periods, using an image-processing technique that enhances changes in the images from frame to frame. …”
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Microenvironment-responsive NIR-IIb multifunctional nanozyme platform for bacterial imaging and specialized anti-anaerobic bacteria periodontal therapy by Suai Lin, Tiehan Cui, Yuxin Jiang, Jialiang Xie, Da Zhong, Junkai Jiang, Dan Deng, Mengzhen Zhao, Chengzhou Xue, Shiyu Gan, Jiaxuan Qiu, Xiaolei Wang

“…Upon responding to the inflammatory microenvironment, it releases manganese (Mn) nanozyme and paeonol (Pae), and localized infected areas by fluorescent bacterial imaging in the near-infrared IIb (NIR-IIb) region. …”
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THE METHODS OF GEOGRAPHICAL DEMARCATION, CLOUDINESS FIELDS CLASSIFICATION AND SYNOPTICAL PROCESSES OF THE CAUCASUS AS WELL AS ADJACENT TERRITORIES ACCORDING TO THE DATA OF ARTIFICI... by M. R. Vatiashvili

“…The task of the current methods improvement: Materials and research methods: of geographical demarcation included estimating the determination of climatic reproducibility of existence of these or those cloudiness types (cloud amount) accounting dangerous weather phenomena and combining on this basis identical sections of the chart of the region under study; of synoptical processes classification consisted in the optimal distribution of sample units in the minimum number of classes which were determined in the process of solving the classification task. …”
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Geoelectrical images of normal fault zones: tectonophysical interpretation of the shallow-depth electrical resistivity tomography data on the Buguldeika-Chernorud graben in the Wes... by K. Zh. Seminsky, A. A. Bobrov

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Dynamic Coherent Diffractive Imaging with Modulus Enforced Probe and Low Spatial Frequency Constraints by Yingling Zhang, Zijian Xu, Bo Zhao, Xiangzhi Zhang, Ruoru Li, Sheng Chen, Shuhan Wu

“…This paper presents a new dynamic CDI method based on zone-plate optics aiming to overcome the limitations of existing techniques in imaging fast dynamic processes by integrating the spatio-temporal dual constraint with a probe constraint. …”
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Azimuthal Equidistant Mapping and Projection of Head CT Scans for Fracture Visualization by Nicolas Hadjittoouli, Christos Nikolaou, Costas Pitris

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Discovery of Small-scale Flows in the Void of a Coronal Mass Ejection with High-cadence Images Acquired by the Metis Coronagraph on Board Solar Orbiter by Alessandro Bemporad, Lucia Abbo, Kinga Albert, Emanuele Amato, Vincenzo Andretta, Ruggero Biondo, Aleksandr Burtovoi, Daniele Calchetti, Vania Da Deppo, Yara De Leo, Silvano Fineschi, Federica Frassati, Catia Grimani, Giovanna Jerse, Federico Landini, Salvatore Mancuso, Giampiero Naletto, Gianalfredo Nicolini, Maurizio Pancrazzi, Julian Blanco Rodríguez, Marco Romoli, Giuliana Russano, Clementina Sasso, Daniele Spadaro, Marco Stangalini, Hanna Strecker, David Orozco Suárez, Roberto Susino, Luca Teriaca, Michela Uslenghi, Gherardo Valori

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Mask Optimization for Image Inpainting Using No-Reference Image Quality Assessment by Taiki Uchiyama, Mariko Isogawa

“…Image inpainting is a technique designed to remove unwanted regions from images and restore them. …”
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