GMPC Material Surface Bonded with FBG Magnetic Field Sensing Technology by LIU Chi, SHEN Tao, YANG Tianyu, FENG Yue, LIU Xin, LI Yunqiang, YUAN Yue

“…In addition, based on the results of simulation analysis, giant magnetostrictive composites with different concentration ratios are developed, and fiber optic gratings (FBGs) are pasted on the surface of the materials to achieve magnetic field detection. …”
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Multi-vessel target tracking with camera fusion for unmanned surface vehicles by Jeong-Ho Park, Myung-Il Roh, Hye-Won Lee, Yeong-Min Jo, Jisang Ha, Nam-Sun Son

“…Initially, real-sea images were collected for maritime obstacle detection, and a deep-learning-based detection model was trained on them. …”
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Convolutional neural networks for road surface classification on aerial imagery by Ondrej Pesek, Lina Krisztian, Martin Landa, Markus Metz, Markus Neteler

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Recognition of Concrete Surface Cracks Based on Improved TransUNet by Xuwei Dong, Yang Liu, Jinpeng Dai

Subjects: “…concrete surface cracks…”
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Triple-attentions based salient object detector for strip steel surface defects by Li Zhang, Xirui Li, Yange Sun, Huaping Guo

“…Abstract Accurate detection of surface defects on strip steel is essential for ensuring strip steel product quality. …”
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Quantitative Evaluation Method for the Severity of Surface Fuzz Defects in Carbon Fiber Prepreg by Yutong Liu, Mei Sang, Yusheng Liu, Haojun Lin, Xueming Wang, Tiegen Liu

“…Fuzz defects are prevalent surface imperfections in carbon fiber-reinforced polymer (CFRP) prepregs. …”
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Experimental investigation of cavitation erosion-induced surface damage and particle shedding from PTFE by Rui Su, Yiming Liu, Liang Hu, Yingnan Shen, Jing Wang, Xiaodong Ruan, Xin Fu

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Using Remote Sensing and Geographic Information Systems to Study the Change Detection in Temperature and Surface Area of Hamrin Lake by Ahmed Bahjat Khalaf

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Nanoenzymatic SERS bifunctional detection platform based on recognition competition strategy for ultrasensitive detection of diabetic retinopathy-related biomarkers by Binbin Zeng, Xia Zong, Xinjue Dai, Lian Pan, Xiaowei Cao, Changhua Lu

“…In this study, we propose a surface-enhanced Raman scattering (SERS) bifunctional detection platform based on nanoenzymes catalyzing the tetramethylbenzidine (TMB) reaction, which innovatively introduces an aptamer recognition competition strategy and achieves an ultrasensitive detection of DR associated biomarker (VEGF). …”
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Image-based anomaly detection in low-light industrial environments with feature enhancement by Dinh-Cuong Hoang, Phan Xuan Tan, Anh-Nhat Nguyen, Son-Anh Bui, Ta Huu Anh Duong, Tuan-Minh Huynh, Duc-Manh Nguyen, Viet-Anh Trinh, Quang-Huy Ha, Nguyen Dinh Bao Long, Duc-Thanh Tran, Xuan-Tung Dinh, Van-Hiep Duong, Tran Thi Thuy Trang

Subjects: “…Industrial anomaly detection…”
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A Review of Bacterial Biofilm Components and Formation, Detection Methods, and Their Prevention and Control on Food Contact Surfaces by Amin N. Olaimat, Ahmad Mohammad Ababneh, Murad Al-Holy, Anas Al-Nabulsi, Tareq Osaili, Mahmoud Abughoush, Mutamed Ayyash, Richard A. Holley

“…This review critically summarizes the current knowledge of bacterial biofilm components, their formation, detection methods, prevention, and removal from food contact surfaces.…”
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Surface defect detection on rolling mill rolls: a transfer learning approach with improved YOLOv5 by Yulong Hu, Wen Peng, Shiyi Chen, Jinyun Liu, Xudong Li, Jie Sun, Dianhua Zhang

“…Abstract The roller is a crucial tool in the hot-rolled strip steel manufacturing process. Rapid and accurate detection of roll surface defects is essential for enhancing product surface quality, ensuring dimensional precision, and reducing scrap rates. …”
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A Lightweight TA-YOLOv8 Method for the Spot Weld Surface Anomaly Detection of Body in White by Weijie Liu, Miao Jia, Shuo Zhang, Siyu Zhu, Jin Qi, Jie Hu

“…The deep learning architecture YOLO (You Only Look Once) has demonstrated its superior visual detection performance in various computer vision tasks and has been widely applied in the field of automatic surface defect detection. …”
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Electrochemical surface plasmon resonance based biosensor for α-fetoprotein detection via different coupling strategies by Bhawana Thakur, Amarnath Chellachamy Anbalagan, Pallavi Koyande, Shilpa N. Sawant

Subjects: “…Surface plasmon resonance…”
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Detection and Manipulation of Interaction Between Magnetic DyPc2 Molecules and Superconducting Pb(111) Surface by Jie Li, Zhen Xu, Yang He, Qianxi Yang, Haoyang Pan, Yudi Wang, Xin Li, Huamei Chen, Yansong Wang, Wenjie Dong, Shimin Hou, Xiong Zhou, Qian Shen, Song Gao, Kai Wu, Yongfeng Wang, Yajie Zhang

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Sea Surface Floating Small-Target Detection Based on Dual-Feature Images and Improved MobileViT by Yang Liu, Hongyan Xing, Tianhao Hou

“…This study addresses the challenge of weak feature representation in one-dimensional (1D) sea clutter time-series analysis and suboptimal detection performance for sea surface small targets. …”
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Detection of focal source and arrhythmogenic substrate from body surface potentials to guide atrial fibrillation ablation. by Yingjing Feng, Caroline H Roney, Jason D Bayer, Steven A Niederer, Mélèze Hocini, Edward J Vigmond

“…We hypothesized that sustained rotors during FS-driven episodes indicate an arrhythmogenic substrate for sustained AF, and that non-invasive electrical recordings, like electrocardiograms (ECGs) or body surface potential maps (BSPMs), could be used to detect FS and AF sustainability. …”
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Real-time Detection Algorithm of Expanded Feed Image on the Water Surface Based on Improved YOLOv11 by ZHOU Xiushan, WEN Luting, JIE Baifei, ZHENG Haifeng, WU Qiqi, LI Kene, LIANG Junneng, LI Yijian, WEN Jiayan, JIANG Linyuan

“…To address these challenges and enhance the detection of floating extruded feed particles on the water surface, ,thereby providing precise decision support for intelligent feeding in intensive aquaculture modes, the YOLOv11-AP2S model, an advanced detection model was proposed.…”
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Colorimetric Detection of Sulfide Anions via Redox-Modulated Surface Chemistry and Morphology of Au-Hg Nanorods by Xiaotian Zhu, Chang Liu, Jie Liu

“…A new colorimetric assay for the detection of sulfide anions with high sensitivity and selectivity is reported, utilizing Au-Hg alloy nanorods (Au-HgNRs) as probe. …”
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Improved Aerial Surface Floating Object Detection and Classification Recognition Algorithm Based on YOLOv8n by Lili Song, Haixin Deng, Jianfeng Han, Xiongwei Gao

“…These challenges pose substantial difficulties for current research on the detection and classification of water surface floating objects. …”
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