A detection method for synchronous recognition of string tomatoes and picking points based on keypoint detection by Linqiang Deng, Rongting Ma, BaoFan Chen, Guozhu Song

“…Additionally, to strengthen the model’s feature extraction capabilities, we incorporated CGAFusion at the end of the Neck, which adaptively emphasizes important features while suppressing less important ones, thereby enhancing feature expressiveness. …”
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Study on lightweight strategies for L-YOLO algorithm in road object detection by Ji Hong, Kuntao Ye, Shubin Qiu

“…First, L-HGNetV2 replaces the backbone network of YOLOv8s to enhance feature extraction and fusion efficiency. Second, a small object detection layer is introduced into the feature fusion network, replacing the original C2f modules with the new CStar modules. …”
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Analysis of Single-Pilot Intention Modeling in Commercial Aviation by Lei Dong, Hongbing Chen, Changxiao Zhao, Peng Wang

“…The operation sequence with the feature data is finally loaded into the softmax layer for intention classification. …”
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sEMG-based gesture recognition using multi-stream adaptive CNNs with integrated residual modules by Yutong Xia, Dawei Qiu, Cheng Zhang, Jing Liu

“…Meanwhile, the model should focus on optimizing and streamlining the network to reduce computational load.…”
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Breaking Barriers in Orthodontics: An Experimental Study on How Stabilization Discs Improve Mini-Implant Outcomes by Tinela Panaite, Cristian Liviu Romanec, Mihnea Iacob, Carina Balcos, Carmen Savin, Nicolae Daniel Olteanu, Raluca-Maria Vieriu, Chehab Alice, Irina Nicoleta Zetu

“…<b>Background/Objectives:</b> The stabilization disc (SD) for orthodontic mini-implants is a novel device designed to enhance anchorage stability and minimize the risk of mini-implant mobility. The disc features a flat structure with four prongs and is crafted from biocompatible materials such as titanium or stainless steel. …”
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Food Gels Based on Polysaccharide and Protein: Preparation, Formation Mechanisms, and Delivery of Bioactive Substances by Yong Guo, Chao Ma, Yan Xu, Lianxin Du, Xin Yang

“…Hydrogels have a unique three-dimensional network that can create a good environment for the loading of functional compounds; hence, they have considerable potential in the delivery of bioactive substances. …”
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Clinical Manifestations and Diagnosis of Acromegaly by Gloria Lugo, Lara Pena, Fernando Cordido

“…The diagnosis is based primarily on clinical features and confirmed by measuring GH levels after oral glucose loading and the estimation of IGF-I. …”
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Lipid peroxidation in the rat blood under the single alimentary incorporation of 90Sr + 90Y by L. I. Makovetska, Yu. P. Grinevich, I. P. Drozd

“…Dynamics of LP changes was revealed to have the extreme features with minimum on the 1-st day and maximum on the 3-rd day. …”
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EQUILIBRIUM PLANAR CRACK WITH CONTOUR ANGULAR POINTS IN ELASTIC LAYER by Boris V. Sobol, Elena V. Rashidova, Ekaterina V. Borisova, Olga P. Reshetnikova

“…The solution behavioral features in neig hborhood of the contour r ectilinear sites and angular points are esta b lished.…”
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A new-type intelligent monitoring anchor system for CFRP strand wires based on CFRP self-sensing by Jing Zheng-Nan, Liu Rong-Gui

“…The damage model of the anchor system at different load stages of the anchorage zone was established by theoretical derivation. …”
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Porous egg microparticles for controllable drug delivery and oncotherapy by Dan Yan, Wei Wang, ZhengZheng Xie

“…The interconnected porous structure endowed the microparticles with the capacity of loading sufficient drugs and releasing in a controllable way by adjusting the concentration and proportion of egg white and yolk. …”
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Structural Phenomenon of Cement-Based Composite Elements in Ultimate Limit State by I. Iskhakov, Y. Ribakov

“…The authors have payed attention to a structural phenomenon that many design features (parameters, properties, etc.) at ultimate limit state (ULS) of a structure are twice higher (or lower) than at initial loading state. …”
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Opini dan Analisis Program Layanan Informasi di Perpustakaan dengan Metode Jarak Jauh (Studi Kasus Layanan Informasi Menggunakan Aplikasi Imobile Ipusnas) by Verry Mardiyanto

“…This application is still in startup form and need to be developed more in its loading process, features, book collection, and bug improvement to support digital library.…”
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Deep learning–assisted real-time container corner casting recognition by Jaecheul Lee

“…The expressive image features from GoogLeNet are used to produce intermediate image representations that are further tuned for our system. …”
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Multi-information fusion welding defect identification combining neighborhood rough set and optimized SVM by Zhiqiang FENG, Xianping ZENG, Naiwen FANG, Daidi ZHAO, Quan LI, Jiutian LUO, Xin LI

“…A simplified dataset was generated using feature fusion and NRS reduction, and then loaded into DOA-SVM for optimization training to establish a welding defect recognition model. …”
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Research on Fault Diagnosis Method of Electro-Hydrostatic Actuator by Lei Zhufeng, Qin Lvjun, Wu Xiaodong, Jin Wen, Wang Caixia

“…This paper proposed a novel fault feature extraction method and applied to fault diagnosis of electrohydrostatic actuator. …”
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Potato late blight leaf detection in complex environments by Jingtao Li, Jiawei Wu, Rui Liu, Guofeng Shu, Xia Liu, Kun Zhu, Changyi Wang, Tong Zhu

“…Lastly, a bidirectional feature pyramid network is employed to fuse feature information of different scales. …”
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PPLA-Transformer: An Efficient Transformer for Defect Detection with Linear Attention Based on Pyramid Pooling by Xiaona Song, Yubo Tian, Haichao Liu, Lijun Wang, Jinxing Niu

“…It utilizes a more concise linear attention mechanism to reduce the computational load, thereby improving detection efficiency. Furthermore, it enhances global feature extraction capabilities through pyramid pooling, which improves the detection accuracy. …”
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An insulator target detection algorithm based on improved YOLOv5 by Bing Zeng, Zhihao Zhou, Yu Zhou, Dilin He, Zhanpeng Liao, Zihan Jin, Yulu Zhou, Kexin Yi, Yunmin Xie, Wenhua Zhang

“…Firstly, in the backbone and neck networks, a lightweight CSP-SCConv module is employed to replace the original CSP-Darknet53 module, thereby reducing the parameter count and enhancing the feature extraction capabilities. Secondly, to broaden the image receptive field and improve feature fusion, a Receptive Field Block (RFB) model is incorporated into the neck network, replacing the original Spatial Pyramid Pooling Fast (SPPF) module. …”
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A lightweight weed detection model for cotton fields based on an improved YOLOv8n by Jun Wang, Zhengyuan Qi, Yanlong Wang, Yanyang Liu

“…Secondly, the Bidirectional Feature Pyramid Network (BiFPN) is introduced to enhance the feature fusion layer, further optimizing the model’s ability to recognize weed features in complex backgrounds. …”
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