Advancing building façade design: digital fabrication of an optimized non-conventional roster brick prototype by Dalhar Susanto, Raisa Putri Alifa, Stefanie Aylien, Miktha Farid Alkadri

“…Unlike conventional roster bricks, these innovative designs cannot be fabricated through conventional methods. However, prior research has not sufficiently optimized non-conventional roster bricks, particularly regarding visual privacy as a key consideration for building envelopes. …”
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MENTAL BARRIERS TO REDUCE VULNERABILITY TO INJURY DURING A FALL: AN ELEMENTARY ISSUE OF PERSONAL SAFETY IN A GLOBAL CIVILIZATION by Bartłomiej Gąsienica-Walczak, Artur Kalina, Artur Litwiniuk, Joanna Baj-Korpak

“…The cognitive aim of the study was to argue, based on evidence, that radical progress in preventing the consequences of unintentional falls is possible as long as mental barriers are broken down among actors with the potential competence to make changes from the micro to macro scale. Aa a method, a narrative review was used of publications documenting the achievements of the experts of the “Polish School of Safe Falling” regarding the mental aspects of the widespread implementation of methods to reduce the phenomenon of vulnerability to injuries during falls throughout the entire ontogeny. …”
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Semantic-enhanced panoptic scene graph generation through hybrid and axial attentions by Xinhe Kuang, Yuxin Che, Huiyan Han, Yimin Liu

“…To address these issues, we propose a novel method of semantic-enhanced panoramic scene graph generation through hybrid and axial attentions (PSGAtten). …”
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Dual-Streams Edge Driven Encoder-Decoder Network for Image Super-Resolution by Feng Li, Huihui Bai, Lijun Zhao, Yao Zhao

“…Our extensive benchmark evaluations demonstrate that our method for SR performs better both on high objective quality and human visual perception compared with several state-of-the-art SR methods.…”
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Odour generalisation and detection dog training by Lyn Caldicott, Thomas W. Pike, Helen E. Zulch, Daniel S. Mills, Fiona J. Williams, Kevin R. Elliker, Bethany Hutchings, Anna Wilkinson

“…Odour is a complex modality which poses unique challenges in terms of reliably predicting generalisation, when compared with auditory or visual stimuli. The primary aim of this review is to explore recent advances in our understanding of generalisation and the factors that influence it, and to consider these in light of detection dog training methods currently used in the field. …”
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Hybrid Self-Attention Transformer U-Net for Fourier Single-Pixel Imaging Reconstruction at Low Sampling Rates by Haozhen Chen, Hancui Zhang, Bo Zou, Long Wu

“…The experimental results demonstrate that the proposed network achieves high-quality reconstruction at low sampling rates and outperforms traditional reconstruction methods and convolutional network-based approaches in terms of both visual appearance and image quality metrics. …”
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Mean Shift Fusion Color Histogram Algorithm for Nonrigid Complex Target Tracking in Sports Video by Yu Liu, Xiaoyan Wang

“…First, the standard rigid body method of Visuals is used to obtain the external camera parameters of the sequence frames as well as the sparse feature point reconstruction data, and the algorithm has high accuracy and robustness. …”
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Research on underwater target detection error compensation based on improved binocular vision by Wenhui Wang, Fumeng Ye, Yumin Peng, Shi Dong

“…By optimizing the visual structure and integrating the projector with two cameras, the method enhances the adaptability and robustness of the system in the complex underwater environment. …”
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Debridement and bone graft fusion via the lateral extracavitary approach combined with lateral and posterior screw-rod fixation in the treatment of thoracic spinal tuberculosis: A... by Shuanhu Lei, Jianwei Zhou, Li Guo, Xiaoli Guan, Mingtao Zhang, Haiyuan Yue, Xuewen Kang

“…We have practiced an efficient and safe surgical method. Methods: From January 2013 to April 2021, 38 patients with thoracic spinal TB were included in our study. …”
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The Development of a Wearable-Based System for Detecting Shaken Baby Syndrome Using Machine Learning Models by Ram Kinker Mishra, Khalid AlAnsari, Rylee Cole, Arin Nazarian, Ilkay Yildiz Potter, Ashkan Vaziri

“…Existing detection methods—such as neuroimaging, biomechanical modeling, and infant monitoring systems—cannot perform real-time detection and face ethical, technical, and accuracy limitations. …”
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Extreme Testing of Guard Cables with Fiber Optics: A Case Study by Erick-Alejandro González-Barbosa, Fernando Jurado-Pérez, Jose-Joel Gonazlez-Barbosa, Julio Cesar Méndez-Gutiérrez

“…It also discusses standardized test methods and procedures. The tests performed are based on visual and dimensional inspections, mechanical stress assessments, and chemical analysis. …”
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An Advanced Approach Toward Pedestrian Safety Analysis and Prediction: Advances in Multisensor Data Fusion and GIS Techniques by Jie Tang, Asad Khan, Sheheryar Azam, Umer Khalil, Nuaman Ejaz, Muhammad Afzal, Yahia Said, Dmitry E. Kucher

“…A semivariogram showing the correlation of input data was developed, which determines the criteria for clustering for the KI and KDE methods. The results obtained by the KDE method visually represent the areas with the density of accidents based on address-match input only. …”
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Improving the effectiveness of the skin integrity restoring after deep burns by platelet-enriched plasma application by R. M. Chornopyshchuk, V. I. Nagaichuk, O. A. Nazarchuk, M. D. Zheliba, O. G. Urvan

“…To study the effectiveness of platelet-enriched plasma application in patients with deep burns at the stage of wounds preparation for autodermoplasty. Materials and methods. The study was performed on 23 patients with burns IIA, IIB and III degrees taking 25 - 40% of the body surface. …”
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GFADE: generalized feature adaptation and discrimination enhancement for deepfake detection by ZhiYong Tian, Junkai Yi

“…Although existing deepfake detection methods perform well within a single dataset, they often experience substantial performance degradation when applied across datasets or manipulation types. …”
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Experience of treatment of endometriosisrelated pneumothorax by V. G. Pishchik, A. D. Obornev, M. A. Atyukov, A. S. Petrov, A. I. Kovalenko

“…The article analyzed the experience of treatment of endometriosis-related pneumothorax (ERP). MATERIAL AND METHODS. The diagnosis of ERP was detected in 30 women at the period from 2004 to 2015. …”
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A Critical Review of Français Général Pour les Etudiants des Universités by Kamyar Abdoltajedini, Nazita Azimi Meibodi

“…First, we have shown that the objectives of the committee in question are slammed on those of the structure-global-audio-visual methods and that the General French content does not correspond to these. …”
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Feature Consistency-Based Style Transfer for Landscape Images Using Dual-Channel Attention by Qiang Zhang, Shuai Wang, Dong Cui

“…Comparison experiments show that our method outperforms other existing methods on the style transfer task.…”
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DREFNet: Deep Residual Enhanced Feature GAN for VVC Compressed Video Quality Improvement by Tanni Das, Kiho Choi

“…By utilizing advanced techniques such as post-processing after the initial decoding, this method can significantly improve visual clarity and restore details that may have been compromised during compression. …”
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Machine learning-based Diagnostic model for determining the etiology of pleural effusion using Age, ADA and LDH by Qing-Yu Chen, Shu-Min Yin, Ming-Ming Shao, Feng-Shuang Yi, Huan-Zhong Shi

“…Traditional diagnostic methods rely on a simple cut-off method based on the laboratory tests. …”
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Adapted Swin Transformer-based real-time plasma shape detection and control in HL-3 by Qianyun Dong, Zhengwei Chen, Rongpeng Li, Zongyu Yang, Feng Gao, Yihang Chen, Fan Xia, Wulyu Zhong, Zhifeng Zhao

“…To tackle this issue, we introduce a real-time, non-magnetic measurement method on the HL-3 tokamak, which diagnoses the plasma position and shape via imaging. …”
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