A MultiScale Coordinate Attention Feature Fusion Network for Province-Scale Aquatic Vegetation Mapping From High-Resolution Remote Sensing Imagery by Yuzhe Wang, Yunfei Sun, Peng Zhang, Yanlan Wu, Hui Yang

“…Subsequently, it dynamically adjusts the combined weights of these features through the coordinate attention mechanism. We selected eight regions in Anhui Province for evaluation. …”
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Large Area Crops Mapping by Phenological Horizon Attention Transformer (PHAT) Method Using MODIS Time-Series Imagery by Quanshan Gao, Taixia Wu, Hongzhao Tang, JingYu Yang, Shudong Wang

“…., phenological horizon attention mechanism-transformer model (PHAT) to achieve rapid and accurate multiple crops extraction over large areas. Initially, time-series data were constructed using the normalized differential vegetation index (NDVI) dataset based on moderate resolution imaging spectroradiometer (MODIS) product. …”
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More Accurate Constraints for Self-Supervised Learning in Remote Sensing Images-Based Object Detection by Shangdong Zheng, Zebin Wu, Yang Xu, Qian Liu, Zhihui Wei

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A Novel Deep Learning Architecture for Agriculture Land Cover and Land Use Classification from Remote Sensing Images Based on Network-Level Fusion of Self-Attention Architecture by Hussain Mobarak Albarakati, Muhammad Attique Khan, Ameer Hamza, Faheem Khan, Naoufel Kraiem, Leila Jamel, Latifah Almuqren, Roobaea Alroobaea

“…The proposed architecture initially consists of two custom models named IBNR-65 and Densenet-64. …”
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Wind Field Retrieval From Co-Polarized SAR Imagery Without External Wind Direction Assistance by Xianen Wei, Jinsong Chong, Yawei Zhao, Lijie Diao, Xuan Jin

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ISPANet: A Pyramid Self-Attention Network for Single-Frame High-Resolution Infrared Small Target Detection With a Large-Scale Dataset SHR-IRST by Wenjing Wang, Chengwang Xiao, Haofeng Dou, Ruixiang Liang, Huaibin Yuan, Guanghui Zhao, Zhiwei Chen, Yuhang Huang

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An Integrated Sample-Free Method for Agricultural Field Delineation From High-Resolution Remote Sensing Imagery by Yu Zhu, Yaozhong Pan, Tangao Hu, Dujuan Zhang, Jiajia Dai

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A Decoupled Segmentation-Classification Strategy Based on Semantic-SAM for Precise Semantic Segmentation in Coal Mine Areas by Libing Wang, Jihong Dong, Lei Wang, Feng Liu, Qingke Wen, Bekir Genc

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Development of Continuous AMSR-E/2 Soil Moisture Time Series by Hybrid Deep Learning Model (ConvLSTM2D and Conv2D) and Transfer Learning for Reanalyses by Visakh Sivaprasad, Mehdi Rahmati, Anne Springer, Harry Vereecken, Carsten Montzka

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Fusing AVHRR LST With Geostationary SEVIRI LST to Create a Long-Term Daily Maximum LST Time Series Over Europe by Philipp Reiners, Stefanie Holzwarth, Andreas Dietz, Martin Bachmann, Jose Antonio Sobrino, Claudia Kuenzer

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Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation by Shuai Yuan, Hanlin Qin, Renke Kou, Xiang Yan, Zechuan Li, Chenxu Peng, Dongliang Wu, Huixin Zhou

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Bridge Deformation Prediction Using KCC-LSTM With InSAR Time Series Data by Zechao Bai, Chang Shen, Yanping Wang, Yun Lin, Yang Li, Wenjie Shen

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Enhancing Cloud Detection in Polar Regions Using Combined Spectral and Textural Features for Landsat 8/9 OLI Imagery by Xinran Shen, Teng Li, Chong Liu, Shaoyin Wang, Lei Zheng, Qi Liang, Xiao Cheng, Jiaqi Yao

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Distributed K-Means algorithm based on a Spark optimization sample. by Yongan Feng, Jiapeng Zou, Wanjun Liu, Fu Lv

“…By incorporating weights and jump pointers, this approach improves the quality of initial centers and reduces sensitivity to their selection. …”
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Vision-Degree-Driven Loading Strategy for Real-Time Large-Scale Scene Rendering by Yu Ding, Ying Song

“…Finally, we optimize the initial viewpoint selection by minimizing the average model-to-viewpoint distance, thereby reducing the initial scene loading time. …”
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The study of genetic potential of pea variety samples of various morphotypes in the Rostov region by A. R. Ashiev, K. N. Khabibullin, P. I. Kostylev, N. G. Ignatieva

“…The study of genetic potential of pea variety samples of various morphotypes in the Rostov region The result of the breeding work largely depends on proper selection of the initial material: the more diverse and richer it is, the faster it is possible to reach the goals. …”
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Playability of self-sustained musical instrument models: statistical approaches by Pégeot Martin, Colinot Tom, Doc Jean-Baptiste, Fréour Vincent, Vergez Christophe

“…In this article, we focus on the statistical influence of initial conditions on regime selection and transient duration. …”
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Comparative Study of Algorithms for the Conversion From Surface Mesh Models to Volume Mesh Models by Youxi Wang, Qi Pang, Meng Li, Yang Liu

“…For complex models, the Initial mesh, Delaunay, and Frontal algorithms were all successful in completing the conversion, but the HXT algorithm failed, highlighting the importance of algorithm selection. …”
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平面四杆机构综合的新型同伦算法研究 by 韩朝晖, 韩乐, 席宇

“…The mathematical model of mechanism problems can be translated a multi-variables non-linear equations,and the initial value is needed for solving the equations,it is a difficult problem to give the initial value for the no-linear equations.The homology continuation algorithm has resolved this difficult problem without given initial value and can find all solution,but a special programming is compiled at the same time.A numerical solution of new general homology function and homology continuation algorithm is put forward and combining with Maple10.0 toolbox.The study for solving the problem of planar four-linkage is carried out by using this method,and all solutions are obtained.A simple realization method for homology continuation method and more selection scheme for mechanism design is provided.…”
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Avocado fruit sorting by hyperspectral images by D. A. Metlenkin, R. A. Platova, Yu. T. Platov, O. V. Fedoseenko, O. V. Sadkova

“…The matrix of spectral data was formed by two methods: random selection of spectral signatures of HSIs from the whole surface of fruits or the image surface of HSIs of fruits (initial HSIs) as a region of interest (ROI). …”
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