Cheng Yang

Orcid: 0000-0002-3540-1598

Affiliations:
  • York University, Department of Electrical Engineering and Computer Science, Toronto, Canada
  • National Institute of Informatics, Tokyo, Japan (2017 - 2018)
  • University of Strathclyde, Department of Electronic and Electrical Engineering, Glasgow, UK (PhD 2017)


According to our database1, Cheng Yang authored at least 39 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
A New Thermal Management Strategy of IGBT in DFIG for Economic Benefit Maximization.
IEEE Trans. Ind. Informatics, February, 2024

2023
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object Detection.
IEEE Signal Process. Lett., 2023

Graph-Based Feature Weight Optimisation and Classification of Continuous Seismic Sensor Array Recordings.
Sensors, 2023

Towards Graph Foundation Models: A Survey and Beyond.
CoRR, 2023

2022
Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Graph-Based Denoising for Respiration and Heart Rate Estimation During Sleep in Thermal Video.
IEEE Internet Things J., 2022

Preterm infant general movements assessment via representation learning.
Displays, 2022

Cost-effective Video-based Poor Repertoire Detection for Preterm Infant General Movement Analysis.
Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

Fast Graph-based Binary Classifier Learning via Further Relaxation of Semi-Definite Relaxation.
Proceedings of the ICIGP 2022: The 5th International Conference on Image and Graphics Processing, Beijing, China, January 7, 2022

2021
Unfolding Projection-free SDP Relaxation of Binary Graph Classifier via GDPA Linearization.
CoRR, 2021

Projection-free Graph-based Classifier Learning using Gershgorin Disc Perfect Alignment.
CoRR, 2021

Identification of Deep Breath While Moving Forward Based on Multiple Body Regions and Graph Signal Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2021

Model Selection-inspired Coefficients Optimization for Polynomial-Kernel Graph Learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020
Graph Sampling for Matrix Completion Using Recurrent Gershgorin Disc Shift.
IEEE Trans. Signal Process., 2020

Distinct Feature Extraction for Video-Based Gait Phase Classification.
IEEE Trans. Multim., 2020

3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model.
IEEE Trans. Image Process., 2020

Signed Graph Metric Learning via Gershgorin Disc Alignment.
CoRR, 2020

Fast Graph Metric Learning via Gershgorin Disc Alignment.
CoRR, 2020

Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Joint Demosaicking / Rectification Of Fisheye Camera Images Using Multi-Color Graph Laplacian Regularization.
Proceedings of the IEEE International Conference on Image Processing, 2020

Graph Metric Learning via Gershgorin Disc Alignment.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Semi-Regular Geometric Kernel Encoding & Reconstruction for Video Compression.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018
Local 3D Point Cloud Denoising via Bipartite Graph Approximation & Total Variation.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

RD-Optimized 3D Planar Model Reconstruction & Encoding for Video Compression.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Alternating Binary Classifier and Graph Learning from Partial Labels.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Sleep Apnea Detection via Depth Video and Audio Feature Learning.
IEEE Trans. Multim., 2017

Estimating Heart Rate and Rhythm via 3D Motion Tracking in Depth Video.
IEEE Trans. Multim., 2017

Graph-based clustering for identifying region of interest in eye tracker data analysis.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Gait phase classification for in-home gait assessment.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016
A Depth Camera Motion Analysis Framework for Tele-rehabilitation: Motion Capture and Person-Centric Kinematics Analysis.
IEEE J. Sel. Top. Signal Process., 2016

Autonomous Gait Event Detection with Portable Single-Camera Gait Kinematics Analysis System.
J. Sensors, 2016

Human Upper Limb Motion Analysis for Post-Stroke Impairment Assessment Using Video Analytics.
IEEE Access, 2016

2015
Estimating heart rate via depth video motion tracking.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Kinematics Analysis Multimedia System for Rehabilitation.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Gait analysis using a single depth camera.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Graph-based depth video denoising and event detection for sleep monitoring.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Sleep monitoring via depth video compression & analysis.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Upper limb movement analysis via marker tracking with a single-camera system.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Multiple marker tracking in a single-camera system for gait analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013


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