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Akademický článek

MACN: A cascade defect detection for complex background based on mixture attention mechanism

Autor: Langyue Zhao, Yiquan Wu, Yubin Yuan, Kang Tong

Publikováno v: IET Image Processing, Vol 18, Iss 9, Pp 2434-2448 (2024)

Abstract Defect detection in complex background is a critical issue. To address this issue, this paper proposes the mixture attention mechanism cascade network, in which the new channel attention network is linked with the spatial attention network t

Externí odkaz: https://doaj.org/article/a80ad2e00dcd4a8e89f57fe1b65cc0fb

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Akademický článek

Review of Visual Simultaneous Localization and Mapping Based on Deep Learning

Autor: Yao Zhang, Yiquan Wu, Kang Tong, Huixian Chen, Yubin Yuan

Publikováno v: Remote Sensing, Vol 15, Iss 11, p 2740 (2023)

Due to the limitations of LiDAR, such as its high cost, short service life and massive volume, visual sensors with their lightweight and low cost are attracting more and more attention and becoming a research hotspot. As the hardware computation powe

Externí odkaz: https://doaj.org/article/6d600b66ccef4dc1aa4c5e4fa254a47d

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Akademický článek

Spatiotemporal squeeze-and-excitation residual multiplier network for video action recognition

Autor: Huilan LUO, Kang TONG

Publikováno v: Tongxin xuebao, Vol 40, Pp 189-198 (2019)

Aiming at the shortcomings of shallow networks and general deep models in two-stream network structure,which could not effectively learn spatial and temporal information,a squeeze-and-excitation residual network was proposed for action recognition wi

Externí odkaz: https://doaj.org/article/0a09df86e24d4fdf9f4f667ce3db9c29

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Akademický článek

The Current Status of EMG Signals on Kinematics Needed for Precise Online Myoelectric Control and the Development Direction

Autor: Kang Tong

Publikováno v: E3S Web of Conferences, Vol 271, p 01029 (2021)

Widely accepted idea is the prosthetic control problem could be regarded as the pattern recognition problem. The prosthetic control means there are several differences such as distinguishable electric signals between different activation of muscle. H

Externí odkaz: https://doaj.org/article/f50e2b4a62ba4d5fb93da540d7dfc375

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