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Guoyuan Liang

Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology

Shenzhen, Guangdong 518055

China

SCHOLARLY PAPERS

4

DOWNLOADS

163

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Real-Time Stereo Matching Networks Based on Multi-Modal and Sparse-Dense Fusion

Number of pages: 13 Posted: 20 Jun 2023
Xi Zhang, Xiaojun Wu and Guoyuan Liang
affiliation not provided to SSRN, affiliation not provided to SSRN and Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology
Downloads 63 (933,592)

Abstract:

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Stereo vision, Real-time stereo matching, Multi-modal Fusion, Sparse-dense Fusion, Depth estimation

2.

Abnormal Data Cleaning for Wind Turbines by Image Segmentation Based on Active Shape Model and Class Uncertainty

Number of pages: 25 Posted: 26 Feb 2022
Guoyuan Liang, Yahao Su, Xinyu Wu, Jiajun Ma, Huan Long and Zhe Song
Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Nanjing University
Downloads 57 (989,921)

Abstract:

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Class uncertainty, Wind power curve, Data cleaning, active shape model, binary distance transform

3.

Machine Vision Assisted Identification of the Lung Adenocarcinoma Category and High-Risk Tumor Area Based on CT Images

Number of pages: 14 Posted: 24 Nov 2021
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, Southern Medical University - Department of Thoracic Surgery, Southern Medical University - Department of Thoracic Surgery, Southern Medical University - Department of Thoracic Surgery, University of Science and Technology Beijing, Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology and City University of Hong Kong (CityU) - School of Data Science
Downloads 30 (1,318,317)

Abstract:

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CT image analytics, deep learning, lung cancer, convolutional neural networks

4.

A Physics-Informed Kalman Filter-Transformer with Electrochemical PDE Teacher Distillation for Battery Health Management

Number of pages: 26 Posted: 07 Jul 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, National University of Singapore, affiliation not provided to SSRN, Nanjing University and Chinese Academy of Sciences (CAS) - Shenzhen Institute of Advanced Technology
Downloads 13

Abstract:

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Battery state-of-health estimation, Physics-informed learning, Extended Kalman Filter, Transformer, Uncertainty-aware attention