Deep Learning-Based Invalid Point Removal Method for Fringe Projection Profilometry by Nan He, Jiachun Huang, Shaoli Liu, Sizhe Fan, Jianhua Liu, Jia Hu, Hao Gong

“…However, existing invalid point removal methods are based on image intensity analysis and are only applicable to simple measurement backgrounds that are purely dark. …”
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HindwingLib: A library of leaf beetle hindwings generated by Stable Diffusion and ControlNet by Yi Yang, WenJie Li, RuiZe Liu, ChengZhe Wu, Jing Ren, YiShi Shi, SiQin Ge

“…However, the collection of hindwing images of beetles poses several challenges, including limited sample availability, complex sample preparation procedures, and restricted public accessibility. …”
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A novel framework integrating GeoAI and human perceptions to estimate walkability in Wuhan, China by Xue Yang, Tianyu Li, Yanjia Cao, Xiaoyun Zheng, Luliang Tang

“…Additionally, existing image segmentation techniques return low accuracy when extracting complex street environment features. …”
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Comparing UNet configurations for anthropogenic geomorphic feature extraction from land surface parameters. by Sarah Farhadpour, Aaron E Maxwell

“…The application of deep learning for semantic segmentation has revolutionized image analysis, particularly in the geospatial and medical fields. …”
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Lightweight YOLOv8 for tongue teeth marks and fissures detection based on C2f_DCNv3 by Chunyang Jin, Delong Zhang, Xiyuan Cao, Zhidong Zhang, Chenyang Xue, Yanjun Zhang

“…Furthermore, the introduction of the Squeeze-and-Excitation (SE) attention mechanism optimizes feature weighting, allowing the model to focus more accurately on key regions of the image, even in the presence of complex backgrounds. …”
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Effects of Scanning Strategies, Part Orientation, and Hatching Distance on the Porosity and Hardness of AlSi10Mg Parts Produced by Laser Powder Bed Fusion by Naol Dessalegn Dejene, Wakshum Mekonnen Tucho, Hirpa G. Lemu

“…Hardness was quantitatively assessed using Vickers hardness tests, while porosity measurements involved 2D image analysis of polished scanning electron microscopy (SEM) samples, the porosity percentages analyzed using ImageJ software. …”
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Unraveling Cyberbullying Dynamis: A Computational Framework Empowered by Artificial Intelligence by Liliana Ibeth Barbosa-Santillán, Bertha Patricia Guzman-Velazquez, Ma. Teresa Orozco-Aguilera, Leticia Flores-Pulido

“…By integrating artificial intelligence techniques with image analysis, our model detects visual patterns associated with violent threats, creating safer digital environments. …”
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Organizational culture study as the system element of internal business communication by Liudmyla Kompaniiets

“…The issue is devoted to the study of modern processes in the sphere of decision-making and organizational communicational systems building. The complex analysis of organizational culture as a component of social culture, system of values and beliefs, which determined personnel’s behavior model and conditioned the general character of organization existence is performed. …”
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Multiphase Identification Through Automatic Classification from Large-Scale Nanoindentation Mapping Compared to an EBSD-Machine Learning Approach by Carl Slater, Bharath Bandi, Pedram Dastur, Claire Davis

“…Characterising and quantifying complex multiphase steels is a challenging and time-consuming process, which is often open to subjectivity when based on image analysis of optical metallographic or SEM images. …”
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Integrating Textual Queries with AI-Based Object Detection: A Compositional Prompt-Guided Approach by Silvan Ferreira, Allan Martins, Daniel G. Costa, Ivanovitch Silva

“…By integrating deep learning with symbolic reasoning, object detection and scene understanding are considerably enhanced, enabling complex, query-driven interactions. Using a synthetic 3D image dataset, the results demonstrate that this framework effectively generalizes to complex queries, combining simple attribute-based descriptions without explicit training on compound prompts. …”
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A feature extraction method based on improved resonance sparse decomposition for early faults in rolling bearings by SUN Meng, GAO Bingpeng, CHENG Jing

“…></graphic><graphic specific-use="small" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="alternativeImage/C5FF0B59-9E2C-4918-8B97-9DFF64EDE211-M004c.jpg"><?…”
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A Review of Optical-Based Three-Dimensional Reconstruction and Multi-Source Fusion for Plant Phenotyping by Songhang Li, Zepu Cui, Jiahang Yang, Bin Wang

“…In the context of the booming development of precision agriculture and plant phenotyping, plant 3D reconstruction technology has become a research hotspot, with widespread applications in plant growth monitoring, pest and disease detection, and smart agricultural equipment. Given the complex geometric and textural characteristics of plants, traditional 2D image analysis methods are difficult to meet the modeling requirements, highlighting the growing importance of 3D reconstruction technology. …”
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Magazine Cover as Multimodal Text by O. A. Blinova

“…The expediency of applying system-functional and sociocognitive approaches to the analysis of the material is substantiated. The results of comparative analysis of magazine covers are presented. …”
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Percutaneous CT Guided Vertebral Biopsy: Anatomy and Technical Considerations by Kunal Bharat Gala, Nitin S. Shetty, Amit Kumar Janu, Neeraj Shetty, Suyash S. Kulkarni

“…CT guidance is highly useful for vertebral biopsies, as the anatomy of the spine is complex and varies widely across the levels. Prebiopsy imaging should be reviewed and later correlated with the final histopathological diagnosis. …”
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Forged Video Detection Using Deep Learning: A SLR by Maryam Munawar, Iram Noreen, Raed S. Alharthi, Nadeem Sarwar

“…In today’s digital landscape, video and image data have emerged as pivotal and widely adopted means of communication. …”
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Research on the evolution of urban defense in song dynasty based on shouchenglu 守城录(Record of urban defense) by Wei Liu, Tianshui Li, Xinyu Chen

“…We have carried out graphic translation of the miscellaneous contents of it, and through drawing analysis charts, we can more intuitively show the evolution of the urban defense system in the Song Dynasty and put forward analysis and conjecture. …”
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The Role of Evaluative Tools in the Creation of the Memorial Media Portrait of Jacques Chirac (1932—2019) by E. N. Mikhailova, V. A. Telegina

“…The novelty of the study is due to the appeal to the analysis of the complex of evaluation tools used in the French print media when characterizing the former leader of the state during the nation’s farewell period. …”
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Strike-slip kinematics from crustal to outcrop-scale: the impact of material properties on analogue modelling by L. Massaro, J. Adam, E. Jonade, S. Negrão, Y. Yamada, Y. Yamada

“…<p>Strike-slip fault zones commonly display complex kinematics and 3D geometries, with high structural variability along strike and with depth. …”
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Evolution of the Other in Modern Conflict: a Constructivist Experience of Cconflict by D. Chernobrov

“…By making a socio-historical cut, the essay suggests that conflict ‘others’ today have become more complex, which inhibits conflict resolution and leads us to reevaluate the often neglected role of constructivist analysis.…”
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Unsupervised detection of semantic correlations in big data by Santiago Acevedo, Alex Rodriguez, Alessandro Laio

“…We estimate the binary intrinsic dimension of a dataset, which quantifies the minimum number of independent coordinates needed to describe the data, and is therefore a proxy of semantic complexity. The proposed algorithm is largely insensitive to the so-called curse of dimensionality, and can therefore be used in big data analysis. …”
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