A Novel YOLOv10-Based Algorithm for Accurate Steel Surface Defect Detection by Liefa Liao, Chao Song, Shouluan Wu, Jianglong Fu

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Walnut Surface Defect Classification and Detection Model Based on Enhanced YOLO11n by Xinyi Ma, Zhongjia Hao, Shuangyin Liu, Jingbin Li

Subjects: “…walnut surface defects…”
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The critical role of primary care clinicians in the early detection of ocular surface squamous neoplasia by Leendert Dekker, Jan F. Olivier, Klaus von Pressentin

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Advanced Defect Detection on Curved Aeronautical Surfaces Through Infrared Imaging and Deep Learning by Leith Bounenni, Mohamed Arbane, Clemente Ibarra-Castanedo, Yacine Yaddaden, Sreedhar Unnikrishnakurup, Andrew Ngo Chun Yong, Xavier Maldague

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Retracted: A Review of Detection of Antibiotic Residues in Food by Surface-Enhanced Raman Spectroscopy by Bioinorganic Chemistry and Applications

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Surface Defect Detection Algorithm for Wind Turbine Blades Based on HSCA-YOLOv7 by Bing LI, Yunshan BAI, Kuan ZHAO, Congbin GUO, Yongjie ZHAI

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A detection algorithm for small surface floating objects based on improved YOLOv5s by Xusheng YUE, Jun LI, Yaohong WANG, Penghao ZHU, Zhexing WANG, Xuanhao XU

“…ObjectiveTo address the challenges of false detection and missed detection in identifying floating bottles on the water surface in unmanned surface vehicle applications, this study proposes an improved small floating object detection algorithm based on YOLOv5s. …”
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A Method for Detecting Small Slow Targets on Sea Surface Based on FC-MCNN by Qing Sun, Jing Zhao, Chunling Xue, Xueting Yang

“…Detecting small slow targets on sea surface has always been a hot topic in radar target detection. …”
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Surface anomaly detection on island-based PV panels using edge neural networks by ZHANG Yinxian, ZHANG Zhanyao, ZHANG Xiya

“…Due to the poor accuracy and low efficiency of existing detection methods， the paper proposes a surface anomaly detection method for island-based PV panels using edge neural networks. …”
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Benzodithiophene bearing conjugated polymer-based surface anchoring for sensitive electrochemical glucose detection by Umut Bulut, Vuslat Oyku Sayin, Sevki Can Cevher, Ali Cirpan, Saniye Soylemez

“…The biosensor displayed a broad linear range between 0.1–1.0 mM glucose with a detection limit of 0.17 mM. The values of the apparent Michaelis-Menten constant (KMapp) and sensitivity were determined as 1.74 mM, and 28.17 μA/(mM·cm2), respectively. …”
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Anisotropic Generation and Detection of Surface Plasmon Polaritons Using Near-Field Apertured Probes by Juan M. Merlo, Charlotte Rhoads, Madeleine Hoag Carhart

“…Despite this, few works have been reported to date regarding the anisotropic generation of surface plasmons polaritons on metallic surfaces. …”
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GEB-YOLO: Optimized YOLOv7 Model for Surface Defect Detection on Aluminum Profiles by Zihao Xu, Jinran Hu, Xingyi Xiao, Yujian Xu

Subjects: “…target detection…”
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Sensitive detection of pathological seeds of α-synuclein, tau and prion protein on solid surfaces. by Christina D Orrú, Bradley R Groveman, Andrew G Hughson, Tomás Barrio, Kachi Isiofia, Brent Race, Natalia C Ferreira, Pierluigi Gambetti, David A Schneider, Kentaro Masujin, Kohtaro Miyazawa, Bernardino Ghetti, Gianluigi Zanusso, Byron Caughey

“…Our findings demonstrate practical prototypic surface RT-QuIC protocols for the highly sensitive detection of pathologic seeds of α-synuclein, tau, and PrP on solid objects.…”
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Multi-Scale Plastic Lunch Box Surface Defect Detection Based on Dynamic Convolution by Jing Yang, Gang Zhang, Yunwang Ge, Jingzhuo Shi, Yiming Wang, Jiahao Li

“…This improvement makes the model more adaptable and reliable in the task of surface defect detection of plastic lunch boxes, which is convenient for deployment and application in actual production scenarios.…”
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Surface Defect Detection for Small Samples of Particleboard Based on Improved Proximal Policy Optimization by Haifei Xia, Haiyan Zhou, Mingao Zhang, Qingyi Zhang, Chenlong Fan, Yutu Yang, Shuang Xi, Ying Liu

“…This paper focuses on the potential application of deep reinforcement learning in particleboard defect detection and proposes a novel detection method, PPOBoardNet, for the identification of five typical defects: dust spot, glue spot, scratch, sand leak and indentation. …”
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Dynamically Tunable Multidimensional Feature Focusing and Diffusion Networks for Water Surface Debris Detection by Chong Zhang, Jie Yue, Jianglong Fu

“…With the increasing level of industrialization, water surface debris detection has emerged as a significant research topic. …”
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Erratum to “Detection of Alternative Drugs for Illegal Injection Based on Surface-Enhanced Raman Spectroscopy” by Lin Bao, Siqingaowa Han, Xuanyu Sha, Hang Zhao, Yuping Liu, Dianyang Lin, Wuliji Hasi

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Inkjet-Printed Split Ring Resonators for the Detection of Analyte Binding to a Gold Surface by Matthias Paul, Doris Pollhammer, Christoph Mehofer, Rudolf Oberpertinger, Harald Kühnel, Markus Wellenzohn

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Development and Optimization of Micro‐Nanotopographical Platforms for Surface Enhanced Raman Scattering Biomolecular Detection by David Femi Odetade, Jonathan J. S. Rickard, Pola Goldberg Oppenheimer

“…The fabricated SERS substrates are validated by detecting traumatic brain injury biomarkers, effectively yielding the characteristic fingerprint spectra of each neuro‐molecule. …”
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A lightweight algorithm for steel surface defect detection using improved YOLOv8 by Shuangbao Ma, Xin Zhao, Li Wan, Yapeng Zhang, Hongliang Gao

“…Abstract In response to the issues of low precision, a large number of parameters and high model complexity in steel surface defect detection, a lightweight algorithm using improved YOLOv8 is proposed. …”
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