Shiqi Yu

Orcid: 0000-0002-5213-5877

Affiliations:
  • Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
  • Shenzhen University, Shenzhen Institutes of Advanced Technology, China (2010-2019)
  • Chinese Academy of Sciences, Institute of Automation, China (PhD 2007)


According to our database1, Shiqi Yu authored at least 81 papers between 2004 and 2024.

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

Timeline

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Bibliography

2024
Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Re-Thinking the Effectiveness of Batch Normalization and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

An Identity-Preserved Framework for Human Motion Transfer.
IEEE Trans. Inf. Forensics Secur., 2024

OpenGait: A Comprehensive Benchmark Study for Gait Recognition towards Better Practicality.
CoRR, 2024

Gait Patterns as Biomarkers: A Video-Based Approach for Classifying Scoliosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Cross-Modality Gait Recognition: Bridging LiDAR and Camera Modalities for Human Identification.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Passersby-Anonymizer: Safeguard the Privacy of Passersby in Social Videos.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Human Identification at a Distance: Challenges, Methods and Results on the Competition HID 2024.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

BigGait: Learning Gait Representation You Want by Large Vision Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Cross-Covariate Gait Recognition: A Benchmark.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SkeletonGait: Gait Recognition Using Skeleton Maps.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Learning Gait Representation From Massive Unlabelled Walking Videos: A Benchmark.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

YuNet: A Tiny Millisecond-level Face Detector.
Mach. Intell. Res., October, 2023

Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning Era.
IEEE J. Sel. Top. Signal Process., May, 2023

GaitEditer: Attribute Editing for Gait Representation Learning.
CoRR, 2023

Exploring Deep Models for Practical Gait Recognition.
CoRR, 2023

A Multi-Stage Adaptive Feature Fusion Neural Network for Multimodal Gait Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Human Identification at a Distance: Challenges, Methods and Results on HID 2023.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

PointGait: Boosting End-to-End 3D Gait Recognition with Point Clouds via Spatiotemporal Modeling.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Gait Recognition with Mask-based Regularization.
Proceedings of the IEEE International Joint Conference on Biometrics, 2023

LidarGait: Benchmarking 3D Gait Recognition with Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OpenGait: Revisiting Gait Recognition Toward Better Practicality.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Special Section Guest Editorial.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Detect Faces Efficiently: A Survey and Evaluations.
IEEE Trans. Biom. Behav. Identity Sci., 2022

LIDAR GAIT: Benchmarking 3D Gait Recognition with Point Clouds.
CoRR, 2022

A Comprehensive Survey on Deep Gait Recognition: Algorithms, Datasets and Challenges.
CoRR, 2022

Human Identity-Preserved Motion Retargeting in Video Synthesis by Feature Disentanglement.
CoRR, 2022

FedGait: A Benchmark for Federated Gait Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

HID 2022: The 3rd International Competition on Human Identification at a Distance.
Proceedings of the IEEE International Joint Conference on Biometrics, 2022

GaitEdge: Beyond Plain End-to-End Gait Recognition for Better Practicality.
Proceedings of the Computer Vision - ECCV 2022, 2022

Synthesizing Talking Face Videos with a Spatial Attention Mechanism.
Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

2021
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization.
IEEE Trans. Image Process., 2021

Beyond softmax loss: Intra-concentration and inter-separability loss for classification.
Neurocomputing, 2021

A survey: Deep learning for hyperspectral image classification with few labeled samples.
Neurocomputing, 2021

HID 2021: Competition on Human Identification at a Distance 2021.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

ReSGait: The Real-Scene Gait Dataset.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

Static and Dynamic Features Analysis from Human Skeletons for Gait Recognition.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2020
Cross-View Gait Recognition by Discriminative Feature Learning.
IEEE Trans. Image Process., 2020

Performance Evaluation of Model-Based Gait on Multi-View Very Large Population Database With Pose Sequences.
IEEE Trans. Biom. Behav. Identity Sci., 2020

A model-based gait recognition method with body pose and human prior knowledge.
Pattern Recognit., 2020

iLGaCo: Incremental Learning of Gait Covariate Factors.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Dense-View GEIs Set: View Space Covering for Gait Recognition based on Dense-View GAN.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

End-to-End Model-Based Gait Recognition.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
A comprehensive study on gait biometrics using a joint CNN-based method.
Pattern Recognit., 2019

GaitGANv2: Invariant gait feature extraction using generative adversarial networks.
Pattern Recognit., 2019

Multiscale Temporal Network for Video-Based Gait Recognition.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

Spatial-Temporal Graph Attention Network for Video-Based Gait Recognition.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Semi-supervised convolutional neural networks with label propagation for image classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Selecting the Effective Regions for Gait Recognition by Sparse Representation.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

Improving Gait Recognition with 3D Pose Estimation.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network.
IEEE Trans. Medical Imaging, 2017

Convolutional neural networks for hyperspectral image classification.
Neurocomputing, 2017

Invariant feature extraction for gait recognition using only one uniform model.
Neurocomputing, 2017

GaitGAN: Invariant Gait Feature Extraction Using Generative Adversarial Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Windowed DMD for Gait Recognition Under Clothing and Carrying Condition Variations.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Pose-Based Temporal-Spatial Network (PTSN) for Gait Recognition with Carrying and Clothing Variations.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
View invariant gait recognition using only one uniform model.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

HEp-2 specimen classification with fully convolutional network.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep convolutional neural network based HEp-2 cell classification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Band selection for Gabor feature based hyperspectral palmprint recognition.
Proceedings of the International Conference on Biometrics, 2015

Local Variation Joint Representation for Face Recognition with Single Sample per Person.
Proceedings of the Computer Vision - CCF Chinese Conference, 2015

2014
HEp-2 image classification using intensity order pooling based features and bag of words.
Pattern Recognit., 2014

2013
Framelet features for pedestrian detection in noisy depth images.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Large RGB-D Gait Dataset and the Baseline Algorithm.
Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

2012
SLTP: A Fast Descriptor for People Detection in Depth Images.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2010
An effective approach for active tracking with a PTZ camera.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

A surveillance robot with human recognition based on video and audio.
Proceedings of the 2010 IEEE International Conference on Robotics and Biomimetics, 2010

2009
A Study on Gait-Based Gender Classification.
IEEE Trans. Image Process., 2009

HMMs-based human action recognition for an intelligent household surveillance robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009

Abnormal crowd motion analysis.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009

2008
A multi-target tracking algorithm using texture for real-time surveillance.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008

2007
Orthogonal Diagonal Projections for Gait Recognition.
Proceedings of the International Conference on Image Processing, 2007

Reducing the Effect of Noise on Human Contour in Gait Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Walker Recognition Without Gait Cycle Estimation.
Proceedings of the Advances in Biometrics, International Conference, 2007

Uniprojective Features for Gait Recognition.
Proceedings of the Advances in Biometrics, International Conference, 2007

Recognizing Night Walkers Based on One Pseudoshape Representation of Gait.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Efficient Night Gait Recognition Based on Template Matching.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Gait Recognition Based on Fusion of Multi-view Gait Sequences.
Proceedings of the Advances in Biometrics, International Conference, 2006

Modelling the Effect of View Angle Variation on Appearance-Based Gait Recognition.
Proceedings of the Computer Vision, 2006

2004
Gait analysis for human identification in frequency domain.
Proceedings of the Third International Conference on Image and Graphics, 2004


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