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Research on multi-view collaborative detection system for UAV swarms based on Pix2Pix framework and BAM attention mechanism: 《Defence Technology(防务技术)》2025年第4期213-226,共14页Yan Ding Qingxin Cao Bozhi Zhang Peilin Li Zhongjiao Shi; supported by the Natural Science Foundation of China,Grant No.62103052.; Drone swarm systems,equipped with photoelectric imaging and intelligent target perception,are essential for reconnaissance and strike missions in complex and high-risk environments.They excel in information sharing,an...; 关键词：Drone swarm systems Reconnaissance and strike Image generation Multi-view detection Pix2Pix framework Attention mechanism

MVLA-Net:A Multi-View Lesion Attention Network for Advanced Diagnosis and Grading of Diabetic Retinopathy: 《Computers, Materials & Continua》2025年第4期1173-1193,共21页Tariq Mahmood Tanzila Saba Faten S.Alamri Alishba Tahir Noor Ayesha; funded by Princess Nourah bint Abdulrahman University and Researchers Supporting Project number(PNURSP2025R346);Princess Nourah bint Abdulrahman University,Riyadh,Saudi Arabia.; Innovation in learning algorithms has made retinal vessel segmentation and automatic grading tech-niques crucial for clinical diagnosis and prevention of diabetic retinopathy.The traditional methods struggle with accu...; 关键词：Diabetic retinopathy grading retinal vessel segmentation dual-modal deep learning attention mecha-nism health risks

Multi-Order Neighborhood Fusion Based Multi-View Deep Subspace Clustering: 《Computers, Materials & Continua》2025年第3期3873-3890,共18页Kai Zhou Yanan Bai Yongli Hu Boyue Wang; supported by the National Key R&D Program of China(2023YFC3304600).; Existing multi-view deep subspace clustering methods aim to learn a unified representation from multi-view data,while the learned representation is difficult to maintain the underlying structure hidden in the origin s...; 关键词：Multi-view subspace clustering subspace clustering deep clustering multi-order graph structure

Hourglass-GCN for 3D Human Pose Estimation Using Skeleton Structure and View Correlation: 《Computers, Materials & Continua》2025年第1期173-191,共19页Ange Chen Chengdong Wu Chuanjiang Leng; supported in part by the National Natural Science Foundation of China under Grants 61973065,U20A20197,61973063.; Previous multi-view 3D human pose estimation methods neither correlate different human joints in each view nor model learnable correlations between the same joints in different views explicitly,meaning that skeleton s...; 关键词：3D human pose estimation multi-view skeleton graph elaborate graph convolution operation Hourglass-GCN

Multi-View Dynamic Kernelized Evidential Clustering: 《IEEE/CAA Journal of Automatica Sinica》2024年第12期2435-2450,共16页Jinyi Xu Zuowei Zhang Ze Lin Yixiang Chen Weiping Ding; supported in part by the Youth Foundation of Shanxi Province(5113240053);the Fundamental Research Funds for the Central Universities(G2023KY05102);the Natural Science Foundation of China(61976120);the Natural Science Foundation of Jiangsu Province(BK20231337);the Natural Science Key Foundation of Jiangsu Education Department(21KJA510004)。; It is challenging to cluster multi-view data in which the clusters have overlapping areas.Existing multi-view clustering methods often misclassify the indistinguishable objects in overlapping areas by forcing them int...; 关键词：Evidential clustering imprecision characterizing kernel technique multi-view clustering

Sequential selection and calibration of video frames for 3D outdoor scene reconstruction: 《CAAI Transactions on Intelligence Technology》2024年第6期1500-1514,共15页Weilin Sun Manyi Li Peng Li Xiao Cao Xiangxu Meng Lei Meng; National Key R&D Program of China,Grant/Award Number:2021YFC3300203;TaiShan Scholars Program,Grant/Award Number:tsqn202211289;Oversea Innovation Team Project of the“20 Regulations for New Universities”funding program of Jinan,Grant/Award Number:2021GXRC073;Excellent Youth Scholars Program of Shandong Province,Grant/Award Number:2022HWYQ-048。; 3D scene understanding and reconstruction aims to obtain a concise scene representation from images and reconstruct the complete scene,including the scene layout,objects bounding boxes and shapes.Existing holistic sce...; 关键词：3D outdoor scene reconstruction 3D scene understanding multi-view fusion

Multi-View Structured Light 3D Measurement System: 《ZTE Communications》2024年第4期53-58,共6页LU Ping ZHANG Yingjie DENG Fangwei LIU Wei HUANG Shijun; supported by the 2023 Guangdong Basic and Applied Basic Research Fund Regional Joint Fund Key Project under Grant No. 2023B1515120017;2023 Key Project of Guangdong Provincial Department of Education for General Universities under Grant No. 2023ZDZX3024;ZTE Industry-University-Institute Cooperation Funds under Grant No. K2133Z167; Vision-based measurement technology benefits high-quality manufacturers through improved dimensional precision,enhanced geo-metric tolerance,and increased product yield.The monocular 3D structured light visual sensing...; 关键词：3D measurement structured light MULTI-VIEW

Development and Validation of a Deep-Learning Network for Detecting Congenital Heart Disease from Multi-View Multi-Modal Transthoracic Echocardiograms: 《Research》2024年第4期433-441,共9页Mingmei Cheng Jing Wang Xiaofeng Liu Yanzhong Wang Qun Wu Fangyun Wang Pei Li Binbin Wang Xin Zhang Wanqing Xie; supported by the Beijing Natural Science Foundation(JQ21037);the Beijing Municipal Administration of Hospitals Youth Programme(QML20191208);the Young Scientists Fund of the National Natural Science Foundation of China(Grant No.62306012);the Science Foundation for Youths of Anhui Medical University(2022xkj012);the University Natural Science Research Project of Anhui Province(2022AH050696);the Research Fund for the Doctoral Program of Anhui Medical University(1401020201 and 1401038201).; Early detection and treatment of congenital heart disease(CHD)can significantly improve the prognosis of children.However,inexperienced sonographers often face difficulties in recognizing CHD through transthoracic ech...; 关键词：SEPTAL PROGNOSIS THORACIC

A hybrid model for stock price prediction based on multi-view heterogeneous data: 《Financial Innovation》2024年第1期2411-2460,共50页Wen Long Jing Gao Kehan Bai Zhichen Lu; partly supported by National Natural Science Foundation of China(No.71771204,72231010);the Fundamental Research Funds for the Central Universities(No.E0E48946X2).; Literature shows that both market data and financial media impact stock prices;however,using only one kind of data may lead to information bias.Therefore,this study uses market data and news to investigate their joint...; 关键词：Market data Financial news Support vector machine Multi-view learning Heterogeneous data

MMDistill:Multi-Modal BEV Distillation Framework for Multi-View 3D Object Detection: 《Computers, Materials & Continua》2024年第12期4307-4325,共19页Tianzhe Jiao Yuming Chen Zhe Zhang Chaopeng Guo Jie Song; supported by the National Natural Science Foundation of China(GrantNo.62302086);the Natural Science Foundation of Liaoning Province(Grant No.2023-MSBA-070);the Fundamental Research Funds for the Central Universities(Grant No.N2317005).; Multi-modal 3D object detection has achieved remarkable progress,but it is often limited in practical industrial production because of its high cost and low efficiency.The multi-view camera-based method provides a fea...; 关键词：3D object detection MULTI-MODAL knowledge distillation deep learning remote sensing

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