Shiyang Cheng

Affiliations:
  • Imperial College London, UK (PhD 2018)


According to our database1, Shiyang Cheng authored at least 30 papers between 2013 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
4DME: A Spontaneous 4D Micro-Expression Dataset With Multimodalities.
IEEE Trans. Affect. Comput., 2023

2022

Pre-training Strategies and Datasets for Facial Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Pre-training strategies and datasets for facial representation learning.
CoRR, 2021

2020
Deep Neural Network Augmentation: Generating Faces for Affect Analysis.
Int. J. Comput. Vis., 2020

Shape Constrained Network for Eye Segmentation in the Wild.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Towards Pose-Invariant Lip-Reading.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

FT-RCNN: Real-time Visual Face Tracking with Region-based Convolutional Neural Networks.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Dynamic Face Video Segmentation via Reinforcement Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Faster, Better and More Detailed: 3D Face Reconstruction with Graph Convolutional Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Side Information for Face Completion: A Robust PCA Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations.
Int. J. Comput. Vis., 2019

MeshGAN: Non-linear 3D Morphable Models of Faces.
CoRR, 2019

MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018
Robust deformable model for 3D face alignment and tracking.
PhD thesis, 2018

Multilevel active registration for kinect human body scans: from low quality to high quality.
Multim. Syst., 2018

Generating faces for affect analysis.
CoRR, 2018

Cascade Multi-View Hourglass Model for Robust 3D Face Alignment.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Photorealistic Facial Synthesis in the Dimensional Affect Space.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Statistical non-rigid ICP algorithm and its application to 3D face alignment.
Image Vis. Comput., 2017

4DFAB: A Large Scale 4D Facial Expression Database for Biometric Applications.
CoRR, 2017

2015
From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Active nonrigid ICP algorithm.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Sentiment apprehension in human-robot interaction with NAO.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Real-time generic face tracking in the wild with CUDA.
Proceedings of the Multimedia Systems Conference 2014, 2014

3D facial geometric features for constrained local model.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Incremental Face Alignment in the Wild.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Robust Discriminative Response Map Fitting with Constrained Local Models.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013


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