Multiscale wildfire and smoke detection in complex drone forest environments based on YOLOv8 by Wenyu Zhu, Shanwei Niu, Jixiang Yue, Yangli Zhou

“…Additionally, in order to address the risk of false positives and missed detections caused by vegetation, terrain, and lighting changes in forests, we have introduced the AgentAttention module in the Backbone. …”
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Field-Obtained Soil-Water Characteristic Curves of KPK Expansive Soil and Their Prediction Correlations by Bakht Zamin, Hassan Nasir, Khalid Mehmood, Qaiser Iqbal

“…Such soils are considered a natural hazard for civil engineering infrastructures especially when they are lightly loaded. Expansive soils are often unsaturated due to the high absorption capacity of moisture. …”
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Effortless alkalinity analysis using AI and smartphone technology, no equipment needed, from freshwater to saltwater by Zachary Y. Han, Zihan Zheng, Alan Y. Han, Huichun Zhang

“…After examining the effects of container type, lighting condition, ML algorithms, and sample size, we obtained the best models with R2 values of 0.868 ± 0.024 and 0.978 ± 0.008, and root-mean-square-error values of 29.5 ± 2.6 and 14.1 ± 2.0 for freshwater and saltwater, respectively. …”
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Design and construction of an Arduino-based load-shedding management system for improving electricity consumption in a medium-sized creative office building by Olumuyiwa Amusan, Benjamin Olorunfemi, Ayomide Fagboyo

“…This includes controlling lighting, heating, cooling, security devices, and essential office gadgets. …”
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Progress in Dual (Piezoelectric-Magnetostrictive) Phase Magnetoelectric Sintered Composites by Rashed Adnan Islam, Shashank Priya

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Three-Dimensional Diffusion Model in Sports Dance Video Human Skeleton Detection and Extraction by Zhi Li

“…Compared with traditional two-dimensional images, audio, video, and other multimedia data, the 3D diffusion model data describe the 3D geometric morphological information of the target scene and are not affected by lighting changes, rotation, and scale transformation of the target and thus can describe the realistic scene more comprehensively and realistically. …”
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Prospective directions for the development of means and methods for detection and fixation of handprints by V. V. Korniienko

“…Among them, it can be singled out the use of luminescent dactyloscopic powders, which better visualize papillary patterns under UV and IR special lighting. Silicon nanoparticles with the addition of dyes, depending on the color of the surface, have shown a better result compared to the cyanoacrylate method. …”
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Ultrawide bandgap semiconductor h-BN for direct detection of fast neutrons by J. Li, A. Tingsuwatit, Z. Alemoush, J. Y. Lin, H. X. Jiang

“…III-nitride wide bandgap semiconductors have contributed on the grandest scale to many technological advances in lighting, displays, and power electronics. Among III-nitrides, BN has another unique application as a solid-state neutron detector material because the isotope B-10 is among a few elements that have an unusually large interaction cross section with thermal neutrons. …”
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YOLO-TC: An Optimized Detection Model for Monitoring Safety-Critical Small Objects in Tower Crane Operations by Dong Ding, Zhengrong Deng, Rui Yang

“…Traditional object detection models often fall short in crane operator cabins due to complex lighting conditions, cluttered backgrounds, and the small physical scale of target objects. …”
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Advanced Algorithmic Model for Real-Time Multi-Level Crop Disease Detection Using Neural Architecture Search by Slimani Hicham, El Mhamdi Jamal, Jilbab Abdelilah

“…We curate a vast dataset comprising images captured under natural lighting conditions and at different growth stages of the crop under study. …”
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Tolerance and Social Harmonization of The Hindu Islamic Community of The Tengger Tribe in Eid Al-Fitr And Nyepi by ali Hasan Assidiqi, Ahmad Barizi, M. Lutfi Mustofa

“…For example, during the Nyepi celebration, Muslims also participate by limiting all activities including work and going out of the house so that they do not use lights or something shiny like Hindus do during Nyepi. …”
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Surgical Dressing Cosmesis in the Immediate Postoperative Setting: A Crowdsourcing-based Study by Alexa Clark, BA, Shannon Su, BS, Jennifer Wang, BS, Orr Shauly, MD, Albert Losken, MD, Kendall Brooks, MD, Daniel Cuzzone, MD

“…Limitations of this study include limited lighting/positioning standardization of dressing photographs. …”
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The Influence of Marketing Mix and Cafe Atmosphere on Customer Loyalty Through Customer Satisfaction As a Mediation Variable by M. Risal, Achmad Efendi, Adi Firmanzah

“…Similarly, the café atmosphere, characterized by pleasant lighting, comfortable seating, and enjoyable background music, enhances customer satisfaction. …”
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Exploring Factors Influencing Crash Occurrence Involving Autonomous Vehicle: Random Parameters Model With Heterogeneity in Means and Variances Approach by Haocheng Li, Amjad Pervez, Jaeyoung Jay Lee

“…Modeling results reveal that factors such as poor lighting conditions, braking maneuver of AVs, proceeding straight movement of HDVs, involvement of bikes/scooters, residential land-use significantly contribute to AV-involved crash occurrence on segments and at intersections. …”
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Research on Mine-Personnel Helmet Detection Based on Multi-Strategy-Improved YOLOv11 by Lei Zhang, Zhipeng Sun, Hongjing Tao, Meng Wang, Weixun Yi

“…This difficulty arises from factors such as uneven lighting conditions and equipment obstructions, which often lead to missed detections. …”
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Efficient surface crack segmentation for industrial and civil applications based on an enhanced YOLOv8 model by Zeinab F. Elsharkawy, H. Kasban, Mohammed Y. Abbass

“…The datasets contain images with cracks of various sizes, shapes, sorts, lighting situations, and orientations. Applying the suggested enhanced YOLOv8 model’s capabilities, cracks are detected and segmented successfully in the examined images. …”
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ARTIFICIAL INTELLIGENCE AS A METHODOLOGICAL INNOVATION IN THE TRAINING OF FUTURE DESIGNERS: MIDJOURNEY TOOLS by Ivan M. Tsidylo, Chele Esteve Sendra

“…Midjourney developers recommend structuring the prompt by Subject, Medium, Environment, Lighting, Color, Mood, Composition. You can also use images from the Internet or add your own images. …”
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Automatic monitoring of treated water released from wastewater treatment plants using model-based clustering with density estimation by Sheik Faritha Begum, K Lokeshwaran

“…Cluster analysis using the Euclidean distance resulted in three clusters labeled under a specified category of water polluted: non-polluted, lightly polluted, highly polluted or slightly polluted. …”
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A Method for Tomato Ripeness Recognition and Detection Based on an Improved YOLOv8 Model by Zhanshuo Yang, Yaxian Li, Qiyu Han, Haoming Wang, Chunjiang Li, Zhandong Wu

“…However, factors such as lighting conditions and occlusion lead to issues such as low detection accuracy, false detections, and missed detections. …”
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Deciphering of emergency construction objects using satellite imagery and sub-satellite monitoring data in the Arctic by M. L. Kazaryan, A. A. Richter, M. A. Shakhramanyan, S. M. Grigoriev

“…The research is carried out on the basis of satellite images of high spatial resolution, depicting territories with different lighting conditions, landscape and component composition of the Arctic surface. …”
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