GIRH-Unet: Improved Residual Tobacco Segmentation Algorithm Based on GhostNetV3-Unet by Jianhua Ye, Yunda Zhang, Pan Li, Ze Guo

“…Moreover, we designed an image enhancement method based on Poisson fusion to mitigate the difficulties associated with sample labeling. …”
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Detecting and measuring fine-scale urban tree canopy loss with deep learning and remote sensing by David Pedley, Justin Morgenroth

“…The accuracy of UTC loss predictions was validated using a visual comparison of aerial imagery and LiDAR data, with UTC loss quantified for each property within the study area.The loss detection method achieved accurate results for the property-scale identification of UTC loss, including a mean F1 score of 0.934 and a mean IOU of 0.883. …”
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Geometric morphometric analysis of projectile points from the Southwest United States by Bischoff, Robert J.

“…Southwest and unclassified projectile points from Tonto Basin, Arizona. Various methods from geometric morphometrics were compared to determine which method best reproduced the original classification scheme. …”
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Water-Adapted 3D Gaussian Splatting for precise underwater scene reconstruction by Xinnan Fan, Xiaotian Wang, Haonan Ni, Yuanxue Xin, Pengfei Shi

“…Our method enhances reconstruction accuracy and visual consistency. …”
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A reversible and robust hybrid image steganography framework using radon transform and integer lifting wavelet transform by B. M. El-den, Walid Raslan

“…Compared to existing techniques, the proposed framework demonstrates significant improvements in embedding capacity, robustness, and visual fidelity. This method holds great promise for secure data hiding in applications such as secure communication, medical imaging, and digital watermarking, where data integrity and confidentiality are critical.…”
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Long-Term Clinical and Functional Results of High-Grade Myopia Correction by Intrastromal Implantation of the MyoRing Ring with Femtolaser Support by I. L. Kulikova, A. E. Terent’eva, M. V. Sinitsyn

“…Purpose: Analysis of remote clinical functional results of high myopia correction in patients with thin cornea by method of intrastromal MyoRing implantation with Femtolaser assistance.Materials and methods. 22 eyes of 22 patients were included into investigation, the мean age of patients was 30.20 ± 5.37 (from 24 to 40) years. …”
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Análisis de las Diferentes formas de Enlazar Teleconsultorios de Centros de Salud rurales con Hospitales Urbanos y Elaboración de criterios para Seleccionar el Método apropiado seg... by Alfredo Bucheli Arias, Mónica Echeverría B., Juan Carlos Maruri S., Miguel Yapur

“…As a support tool for the analysis, it was developed a software application that allows visual understanding of the link selection method.     …”
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Análisis de las Diferentes formas de Enlazar Teleconsultorios de Centros de Salud rurales con Hospitales Urbanos y Elaboración de criterios para Seleccionar el Método apropiado seg... by Alfredo Bucheli Arias, Mónica Echeverría B., Juan Carlos Maruri S., Miguel Yapur

“…As a support tool for the analysis, it was developed a software application that allows visual understanding of the link selection method.     …”
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High-Precision Image Editing via Dual Attention Control in Diffusion Models Without Fine-Tuning by Zhiqiang Pan, Yingchun Kuang, Jianmei Lan, Lizhuo Zhang

“…These significant improvements not only validate the effectiveness of the dual attention control but also attest to the method’s substantial flexibility and adaptability across different scenarios. …”
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An action decoding framework combined with deep neural network for predicting the semantics of human actions in videos from evoked brain activities by Yuanyuan Zhang, Manli Tian, Baolin Liu

“…To improve decoding accuracy, we join by adding the nonlocal-attention mechanism module to the X3D model to capture long-range temporal and spatial dependence, proposing a multilayer perceptron (MLP) module of multi-task loss constraint to build a more accurate regression mapping approach and performing data enhancement through linear interpolation to expand the amount of data to reduce the impact of a small sample.Results and discussionOur findings indicate that the features in the X3D-DNN are biologically relevant, and capture information useful for perception. The proposed method enriches the semantic decoding model. We have also conducted several experiments with data from different subsets of brain regions known to process visual stimuli. …”
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An Analysis of Social Structure in Spatial Configuration of Shushtar Traditional Houses using Space Syntax Technique by Ali Mardani

“…The aim of this study was to analyze the spatial organization of Shoushtar's traditional houses by means of the space syntax method and to detect the influence of social relations in the architectural spaces of these houses, such as the creation of privacy, private and public spaces. …”
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Wafer Defect Classification Algorithm With Label Embedding Using Contrastive Learning by Jeongjoon Hwang, Somi Ha, Dohyun Kim

“…In other words, existing methods only calculate the probability of a specific image belonging to each class, making it difficult to visually judge why the image belongs to a particular class. …”
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Análisis de las Diferentes formas de Enlazar Teleconsultorios de Centros de Salud rurales con Hospitales Urbanos y Elaboración de criterios para Seleccionar el Método apropiado seg... by Alfredo Bucheli Arias, Mónica Echeverría B., Juan Carlos Maruri S., Miguel Yapur

“…As a support tool for the analysis, it was developed a software application that allows visual understanding of the link selection method.     …”
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A unified approach for weakly supervised crack detection via affine transformation and pseudo label refinement by Zhongmin Huangfu, Yibo Jiao, Fupeng Wei, Ge Shi, Hangcheng Dong

“…The experimental results indicate that the method proposed in this study increases segmentation accuracy by 7.2% relative to the original baseline, markedly improves the visual interpretability of deep neural networks, and offers a novel, efficient, cost-effective, and interpretable approach for detecting structural cracks in engineering.…”
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Estimation of Crack Tip Position in Adhesively Bonded Joints Subjected to Mode II Fatigue Loading by M. Mehrabi, L. M. Martulli, A. Bernasconi, M. Carboni

“…To analyze the crack growth, a comprehensive comparison was conducted between various techniques, such as visual testing, digital image correlation, optical backscatter reflectometry, and the analytical compliance-based beam method. …”
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VBI-Accelerated FPGA Implementation of Autonomous Image Dehazing: Leveraging the Vertical Blanking Interval for Haze-Aware Local Image Blending by Dat Ngo, Jeonghyeon Son, Bongsoon Kang

“…Existing dehazing algorithms often prioritize visual quality and color restoration but rely on computationally intensive methods, making them unsuitable for real-time processing. …”
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Efficacy of aflibercept in patients with neovascular age-related macular degeneration when combined with cataract surgery by A. A. Kuznetsov, E. V. Tur, A. V. Zurochka, V. S. Rykun

“…Purpose: to study the effectiveness of aflibercept in the treatment of neovascular age-related macular degeneration (AMD) combined with cataract phacoemulsification with intraocular lens (IOL) implantation. Material and methods. A short-term, prospective, controlled, non randomized comparative study of the effect of aflibercept on the changes of visual acuity, the morphometric parameters of the macular area of the retina, and the immunological ophthalmologic status was carried out on 31 patients with neovascular AMD within 1 month after medication usage start. …”
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Development of Algorithm of Surgical Treatment Choice in Patients with Cataract and Asteroid Hyalosis by S. A. Korotkikh, A. G. Grinev, M. B. Sviridova, A. M. Danilov

“…All operations were performed with the help of ophthalmic systems Infinity Vision System (Alcon, USA) and Constellation Vision System (Alcon, USA).Results: in the first day after the operation, all patients noted improvement in visual acuity and quality of life, but more significant improvement was noted in patients of the first and second groups.Conclusion: analysis of the results of surgical treatment, questionnaire survey, preoperative diagnosis allowed to develop an algorithm for choosing the method of surgical treatment in patients with cataract and asteroid hyalosis, taking into account the state of PHM.…”
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High-Order and Interactive Perceptual Feature Learning for Medical Image Retargeting by Mingjuan Ma, Yuehong Zhang

“…Extensive empirical evaluations demonstrate the efficacy of this hypergraph-based method in improving CT image retargeting outcomes, offering significant advancements for medical imaging and educational applications.…”
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Analyzing the Economic Performance of a TLS-Based Structural Safety Diagnosis Process by Taewan Kim, Kyungsoo Wee, Namhyuk Ham, Jae-jun Kim

“…The analysis of three real-world projects revealed that the TLS-based 3D scanning reverse modeling method reduces total project costs—including survey duration, labor input, as well as service and waiting costs—by about 80–89% compared to the visual inspection method. …”
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