SuperCoT-X: Masked Hyperspectral Image Modeling With Diverse Superpixel-Level Contrastive Tokenizer by Miaomiao Liang, Weigang Wu, Huifang Shen, Lingjuan Yu, Xiangchun Yu, Licheng Jiao

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Research on a Panoramic Image Stitching Method for Images of Corn Ears, Based on Video Streaming by Yi Huangfu, Hongming Chen, Zhonghao Huang, Wenfeng Li, Jie Shi, Linlin Yang

“…Future research will focus on the following points: 1. addressing the issue of environmental interference caused by diseases, pests, and plant nutritional status on the measurement of corn ear parameters in order to enhance the stability and accuracy of the algorithm; 2. expanding the dataset for the U-Net model to include a wider range of corn ears with complex backgrounds, different growth stages, and various environmental conditions to improve the model’s segmentation recognition rate and precision. …”
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Methods and Conditions for Achieving Continuous Improvement of Processes by Florica BADEA, Cătălina RADU, Ana-Maria GRIGORE

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Automatic diagnosis of agromyzid leafminer damage levels using leaf images captured by AR glasses by Zhongru Ye, Yongjian Liu, Fuyu Ye, Hang Li, Ju Luo, Jianyang Guo, Zelin Feng, Chen Hong, Lingyi Li, Shuhua Liu, Baojun Yang, Wanxue Liu, Qing Yao

“…Compared with state-of-the-art segmentation models, the DeepLab-Leafminer model achieved superior segmentation performance with an Intersection over Union (IoU) of 81.23% and an F1 score of 87.92% on leafminer-damaged leaves. …”
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D3L-SLAM: A Comprehensive Hybrid Simultaneous Location and Mapping System with Deep Keypoint, Deep Depth, Deep Pose, and Line Detection by Hao Qu, Congrui Wang, Yangfan Xu, Lilian Zhang, Xiaoping Hu, Changhao Chen

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PATHOGENESIS, ACTUAL ASPECTS OF PREVENTION AND TREATMENT OF THE ANTIBIOTIC-ASSOCIATED DIARRHOEA by M. M. Shapovalova, A. V. Budnevsky, A. Ya. Kravchenko, E. S. Drobysheva, E. S. Ovsyannikov

“…The article describes the main issues of the etiology and pathogenesis of this pathology, the risk factors for the development of antibiotic-associated diarrhea are named, that allows to predict this complication in certain categories of patients. …”
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A Deep Learning-Based Solution to the Class Imbalance Problem in High-Resolution Land Cover Classification by Pengdi Chen, Yong Liu, Yuanrui Ren, Baoan Zhang, Yuan Zhao

“…To address this issue, we propose the high-resolution U-shaped mamba network (HRUMamba), which integrates multiple innovations to enhance segmentation performance under imbalanced conditions. …”
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A Shadow Detection Method Combining Topography and Spectra for Remote Sensing Images in Mountainous Environments by Huagui Xu, Jingxing Zhu, Feng Wang, Hongjian You, Wenzhi Wang

“…Current shadow detection methods primarily rely on the spectral information of images, which can often result in shadow misdetection due to the phenomenon of spectral confusion of different objects. To mitigate this issue, we propose a method that combines topography and spectra (CTS). …”
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The research of the customer journey of users of local treatment facilities made of fiberglass and composite materials using the customer journey map by Vira Zhuravel, Andrii Kutsynskyi, Mariia Kutsynska

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HeSARIC: A Heterogeneous Cyber–Physical Robotic Swarm Framework for Structural Health Monitoring with Augmented Reality Representation by Alireza Fath, Christoph Sauter, Yi Liu, Brandon Gamble, Dylan Burns, Evan Trombley, Sai Krishna Reddy Sathi, Tian Xia, Dryver Huston

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A dynamic attention mechanism for road extraction from high-resolution remote sensing imagery using feature fusion by Haoming Bai, Chao Ren, Zhenzhong Huang, Yao Gu

“…These fully indicate that RISENet performs remarkably well in road segmentation tasks across various datasets and exhibits considerable robustness.…”
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An Efficient Method for Counting Large-Scale Plantings of Transplanted Crops in UAV Remote Sensing Images by Huihua Wang, Yuhang Zhang, Zhengfang Li, Mofei Li, Haiwen Wu, Youdong Jia, Jiankun Yang, Shun Bi

“…However, this fragmentation often leads to incomplete crop contours of some transplanted crops, issues such as over-segmentation, repeated counting, low statistical efficiency, and also requires a significant amount of data annotation and model training work. …”
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WORD ORDER AND SENTENCE STRESS IN ENGLISH UTTERANCES CONSISTING OF THE SAME SET OF WORDS by Amina E. Safarzade

“…It is emphasized that the main function of language is communicative. Segmental and suprasegmental elements of the language are discussed. …”
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TÜKETİCİLERİN FİYAT ALGILAMALARINA YÖNELİK BİR ARAŞTIRMA by Eyyup Yaraş

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Des tensions épistémiques et professionnelles en agriculture by Frédéric Goulet

“…This article crosses this approach issuing from sociology of science with an analysis of professional dynamics in agriculture. …”
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Shifting Hearts and Minds: Practical Communications Strategies for Addressing Homelessness in Mid-Size Cities by Sahar Raza, Stephanie Vasko

“…The visibility of homelessness is increasing in mid-size cities, putting municipalities under mounting pressure to address this complex issue. Unfortunately, community sentiment and responses to homelessness are often informed by misinformation and divisive narratives. …”
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CAU²DNet: A Dual-Branch Deep Learning Network and a Dataset for Slum Recognition with Multi-Source Remote Sensing Data by Xi Lyu, Chenyu Zhang, Lizhi Miao, Xiying Sun, Xinxin Zhou, Xinyi Yue, Zhongchang Sun, Yueyong Pang

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Study on Air-Cooled Structure of Direct-Drive Outer-Rotor Permanent Magnet Synchronous Generator for Wind Power Generation by Xudong Yang, Ke Li, Yiguang Chen, Haiying Lv, Jingjuan Du

“…However, the high power density of the generator inevitably leads to heat generation issues, which affect the reliability of the generator. …”
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Extraction of Levees from Paddy Fields Based on the SE-CBAM UNet Model and Remote Sensing Images by Hongfu Ai, Xiaomeng Zhu, Yongqi Han, Shinai Ma, Yiang Wang, Yihan Ma, Chuan Qin, Xinyi Han, Yaxin Yang, Xinle Zhang

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Automated Caries Detection Under Dental Restorations and Braces Using Deep Learning by Yi-Cheng Mao, Yuan-Jin Lin, Jen-Peng Hu, Zi-Yu Liu, Shih-Lun Chen, Chiung-An Chen, Tsung-Yi Chen, Kuo-Chen Li, Liang-Hung Wang, Wei-Chen Tu, Patricia Angela R. Abu

“…In the dentistry field, dental caries is a common issue affecting all age groups. The presence of dental braces and dental restoration makes the detection of caries more challenging. …”
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