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关于低空黑飞无人机探测技术研究与展望

open access: yesDianxin kexue
随着无人机技术的快速发展,未经授权的“黑飞”行为对公共安全、隐私保护和航空安全构成严重威胁。系统梳理了当前主流的黑飞无人机探测技术,包括雷达探测、无线电频谱监测、声学探测、光学/红外成像及多传感器融合技术,详细分析了各类技术的工作原理、优势及局限性。针对“低小慢”目标探测难题,重点探讨了微多普勒效应、射频指纹识别等先进技术的应用。在此基础上,深入研究了人工智能技术与传统探测手段的融合路径,分析了深度学习、多模态数据融合、强化学习等 AI 技术在提升探测精度、降低误报率和增强抗干扰能力方面的潜力。最后 ...
陈咏涛, 刘颜, 樊聪, 夏菠
doaj  

[Deep learning-based fully automated intelligent and precise diagnosis for melanocytic lesions]. [PDF]

open access: yesSheng Wu Yi Xue Gong Cheng Xue Za Zhi, 2022
Shi T, Zhang J, Bao Y, Gao X.
europepmc   +1 more source

[Deep learning algorithms for intelligent construction of a three-dimensional maxillofacial symmetry reference plane]. [PDF]

open access: yesBeijing Da Xue Xue Bao Yi Xue Ban
Zhu Y   +9 more
europepmc   +1 more source

Deep learning algorithm for pathological grading of renal cell carcinoma based on multi-phase enhanced CT. [PDF]

open access: yesZhong Nan Da Xue Xue Bao Yi Xue Ban
Chen H   +5 more
europepmc   +1 more source

[Epilepsy detection and analysis method for specific patient based on data augmentation and deep learning]. [PDF]

open access: yesSheng Wu Yi Xue Gong Cheng Xue Za Zhi, 2022
Yang Y, Qin X, Lin X, Wen H, Peng Y.
europepmc   +1 more source

[Research progress of breast pathology image diagnosis based on deep learning]. [PDF]

open access: yesSheng Wu Yi Xue Gong Cheng Xue Za Zhi
Jiang L, Zhang C, Cao H, Jiang B.
europepmc   +1 more source

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