A Semantic Segmentation Method for Remote Sensing Images Based on an Improved TransDeepLab Model by Jinxin Wang, Manman Wang, Kaiwei Cong, Zilong Qin

“…These enhancements allow the model to fully utilize multi-level semantic information and small target details in high-resolution remote sensing images, thereby effectively improving the segmentation accuracy of target objects. …”
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Resolution on the results of scientific-practical conference "Clinical evidence of increasing overall survival in the treatment of metastatic breast cancer", held on 29 November 20... by E. T. Bairamov, A. V. Belonogov, V. V. Brusnichkina, A. V. Bulakh, M. Y. Byahov, S. N. Gurov, G. G. Eremeev, N. V. Zhukov, L. G. Zhukova, L. M. Kogonia, P. V. Koposov, L. K. Ovchinnikova, V. V. Radlevich, E. A. Samyshina, A. P. Seryakov, M. D. Ter-Ovanesov, I. E. Shumskaya

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The role of mediation in the activities of law enforcement bodies by V. A. Doroshenko

“…The article is devoted to the study of such an alternative method of dispute resolution as mediation. Mediation is currently a very popular way of resolving conflicts and is beginning to be introduced into all spheres of human life. …”
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Specific Features of the Formation and Development of Mediation in Foreign Countries with Anglo-Saxon and Romano-Germanic Legal Systems by S. S. Myrza

“…In accordance with the purpose and objectives of the research, the author of the scientific work has used a set of methods and techniques of scientific cognition, both general theoretical, special and scientific. …”
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A Stable and High Accurate Numerical Simulator for Convection-Diffusion Equation by Osman Ünal

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Urban Surface Water Mapping from VHR Images Based on Superpixel Segmentation and Target Detection by Qingwei Liu, Yugang Tian, Lihao Zhang, Bo Chen

“…Unfortunately, due to the limitation of spatial resolution, the method based on low/medium resolution images is difficult to extract small water bodies accurately. …”
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Humanitarian aid under sanctions: From the problem statement to the search for solutions by L. D. Oganisyan L.D.

“…Its solution, already fraught with a whole complex of objective economic, political and other difficulties, is further complicated by the existing practice of imposing unilateral and multilateral or international sanctions, which have become one of the key instruments of the leading subjects of world politics. …”
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Employees’ training to master digital tools in the process of modeling pedagogical design for work programs in the disciplines’ psychological cycle by O. I. Shcherbakova

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Cartographie des paysages : apport à l’analyse des trames vertes et bleues by Émilie Bourget, Laurence Le Dû-Blayo

“…Remote sensing, linked with a land approach, allows identification and cartography of some differents landscape types, and therefore of the landscape structures, particularly with the object-oriented approach. This method is based on the classification of segmented objects extracted from a high-resolution satellite image. …”
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Mathematical modeling of velocity and accelerations fields of image motion in the optical equipment of the Earth remote sensing satellite by S. Yu. Gorchakov

“…Objectives. The paper considers a satellite with an optoelectronic payload designed to take pictures of the Earth’s surface. …”
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ASD-YOLO: a lightweight network for coffee fruit ripening detection in complex scenarios by Baofeng Ye, Baofeng Ye, Renzheng Xue, Renzheng Xue, Haiqiang Xu, Haiqiang Xu

“…In addition, we introduce SPD-Conv into backbone and head to enhance the detection of occluded small objects and low-resolution images. Finally, we replaced upsampling in our model with DySample, which requires less computational resources and is able to achieve image resolution improvements without additional burden. …”
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Realtime Multispectral Pedestrian Detection With Visible and Far-Infrared Under Ambient Temperature Changing by Masato Okuda, Kota Yoshida, Takeshi Fujino

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Detection of Masses in Mammogram Images Based on the Enhanced RetinaNet Network With INbreast Dataset by Wang M, Liu R, Luttrell IV J, Zhang C, Xie J

“…Keywords: computer-aided diagnosis, deep learning, object detection, RetinaNet, transfer learning…”
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Automatic Grape Cluster Detection Combining YOLO Model and Remote Sensing Imagery by Ana María Codes-Alcaraz, Nicola Furnitto, Giuseppe Sottosanti, Sabina Failla, Herminia Puerto, Carmen Rocamora-Osorio, Pedro Freire-García, Juan Miguel Ramírez-Cuesta

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Annotated image dataset with different stages of European pear rust for UAV-based automated symptom detection in orchardsMendeley Data by Virginia Maß, Pendar Alirezazadeh, Johannes Seidl-Schulz, Matthias Leipnitz, Eric Fritzsche, Rasheed Ali Adam Ibraheem, Martin Geyer, Michael Pflanz, Stefanie Reim

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A scalable multi-modal learning fruit detection algorithm for dynamic environments by Liang Mao, Liang Mao, Zihao Guo, Mingzhe Liu, Yue Li, Linlin Wang, Jie Li

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PC-YOLO11s: A Lightweight and Effective Feature Extraction Method for Small Target Image Detection by Zhou Wang, Yuting Su, Feng Kang, Lijin Wang, Yaohua Lin, Qingshou Wu, Huicheng Li, Zhiling Cai

“…Compared with conventional targets, small objects often face challenges such as smaller size, lower resolution, weaker contrast, and more background interference, making their detection more difficult. …”
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MASFNet: Multi-level attention and spatial sampling fusion network for pine wilt disease trees detection by Dong Ren, Meng Li, Ziyu Hong, Li Liu, Jingfeng Huang, Hang Sun, Shun Ren, Pan Sao, Wenbin Wang, Jingcheng Zhang

“…However, due to the diversity of object information in UAV remote sensing images, most existing algorithms are prone to confusing the background environment and difficult to distinguish highly similar ground objects, resulting in a lot of false detections. …”
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Dataset of aerial photographs acquired with UAV using a multispectral (green, red and near-infrared) camera for cherry tomato (Solanum lycopersicum var. cerasiforme) monitoringDrya... by Osiris Chávez-Martínez, Sergio Alberto Monjardin-Armenta, Jesús Gabriel Rangel-Peraza, Zuriel Dathan Mora-Felix, Antonio Jesus Sanhouse-García

“…Multispectral images with an approximate spatial resolution of 1.83 cm/px were obtained in each photogrammetric flight. …”
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Improving UAV Aerial Imagery Detection Method via Superresolution Synergy by Dianwei Wang, Zehao Gao, Jie Fang, Yuanqing Li, Zhijie Xu

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