Yang Zhou

Associate Professor, Master/PhD Supervisor

Shanghai University

About

Prof. Zhou Yang is the main leader of the intelligent perception area at the Unmanned Surface Vehicle (USV) team in Shanghai University, and a core member in the key research areas and major projects team of ocean intelligent unmanned systems and AI for Science., with a multidisciplinary academic background in mechanical engineering, mechanics, ocean engineering, image processing and artificial intelligence. He is currently engaged in theoretical and applied research in the field of intelligent perception for unmanned systems, also responsible for undergraduate and graduate courses on artificial intelligence algorithms, deep learning, digital image processing, and related subjects.

Interests

Visual information processing under marine environment
Multimodal collaborative perception in unmanned systems
Multi-modal fusion perception in graphics, text and audio

Education

Doctor of Science, 2013-2018

Fudan University，Fluid Mechanics
Visitor, 2014-2016

Universidade Federal do Rio de Janeiro，Ocean Engineering
Bachelor of Engineering, 2009-2013

SouthWest Petroleum University，Mechanical Engineering and Automation

Recent Publications

Hu Liu, Yi Yang, Yudi Zhao, Yang Yang, Yan Peng, Huayan Pu, Yang Zhou (2023). Learning-Based Kinematic Control of a Deployable Manipulator With Long Span and Low Stiffness. In TMECH.

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Weiping Xiao, Xiaomao Li, Chang Liu, Jiantao Gao, Jun Luo, Yan Peng, Yang Zhou (2022). 3D-VDNet: Exploiting the vertical distribution characteristics of point clouds for 3D object detection and augmentation. In Image and Vision Computing.

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Yang Zhou, Jingling Lv, Yueying Wang, Chang Liu, Songyi Zhong, Guozhu Tan, Jiacheng Sun (2022). LEDet: localization estimation detector with data augmentation for ship detection based on unmanned surface vehicle. In IJIRA.

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Yang Zhou, Murilo Augusto Vaz, Xiaotian Li, Junpeng Liu (2020). Theoretical model for variable helical angle of tensile armour wires in bent flexible pipes. In APPL MATH MODEL.

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Yang Zhou, Menglan Duan, Jianmin Ma, Guomin Sun (2018). Theoretical analysis of reinforcement layers in bonded flexible marine hose under internal pressure. In Engineering Structures.

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