Volcanic Activity Classification Through Semi-Supervised Learning Applied to Satellite Radiance Time Series by Francesco Spina, Giuseppe Bilotta, Annalisa Cappello, Marco Spina, Francesco Zuccarello, Gaetana Ganci

“…The validation of the model was performed through a visual comparison between the classification results and the corresponding SEVIRI images. …”
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FacaDiffy: Inpainting unseen facade parts using diffusion models by T. Fröch, O. Wysocki, Y. Xia, Y. Xia, J. Xie, B. Schwab, D. Cremers, D. Cremers, T. H. Kolbe

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Preparation and evaluation of a suspension of human corneal endothelial cells isolated from the eyes of cadaveric donors for transplantation in an <em>ex vivo</em> experiment by D. S. Ostrovsky, S. A. Borzenok, B. E. Malyugin, O. P. Antonova, M. Kh. Khubetsova, T. Z. Kerimov

“…This leads to corneal clouding and, consequently, to reduced visual acuity and quality of life of the patient. …”
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Segment Anything Model with LiDAR based images for building segmentation in forest areas by E. Hattula, J. Raninen, L. Zhu

“…While existing SAM studies often focus on RGB imagery or point clouds, this research specifically investigates its capabilities within challenging forest environments.…”
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A Novel Approach to Optimize Key Limitations of Azure Kinect DK for Efficient and Precise Leaf Area Measurement by Ziang Niu, Ting Huang, Chengjia Xu, Xinyue Sun, Mohamed Farag Taha, Yong He, Zhengjun Qiu

“…By focusing processing efforts on the image level rather than directly on 3D point clouds, this approach markedly enhanced both efficiency and accuracy with the sufficient utilization of the Azure Kinect DK, making it a promising solution for high-throughput 3D crop phenotyping.…”
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Mechanisms of immune regulation and transplantation immunity in corneal transplants by V. V. Neroev, N. V. Balatskaya, E. V. Chentsova, Kh. M. Shamkhalova

“…Disturbances of the immune privilege of the cornea promotes activation of immune recognition with switching the effector mechanisms of transplantation immunity, thus leading to subsequent development of the tissue incompatibility reaction and clouding of transplanted cornea. Graft rejection can be localized in any of the corneal cell layers, including epithelium, stroma, and endothelium. …”
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Treatment Planning Strategies for Interstitial Ultrasound Ablation of Prostate Cancer by Pragya Gupta, Tamas Heffter, Muhammad Zubair, I-Chow Hsu, E. Clif Burdette, Chris J. Diederich

“…A priori planning, based upon these pre-calculated lethal thermal dose and iso-temperature clouds, was devised for iterative device selection and positioning. …”
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Interchangeability of Cross-Platform Orthophotographic and LiDAR Data in DeepLabV3+-Based Land Cover Classification Method by Shijun Pan, Keisuke Yoshida, Satoshi Nishiyama, Takashi Kojima, Yutaro Hashimoto

“…Furthermore, LiDAR data were visualized using high-contrast color scales to improve the accuracy of land cover classification methods through image fusion techniques. …”
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