Zhigang Tu

Orcid: 0000-0001-5003-2260

Affiliations:
  • Wuhan University, LIEMARS, China
  • Nanyang Technological University, School of Electrical and Electronic, Singapore (2016 - 2018)
  • Arizona State University, USA (2015 - 2016)
  • Utrecht University, The Netherlands (PhD 2015)
  • Wuhan University, School of Electronic Information, China (former)


According to our database1, Zhigang Tu authored at least 60 papers between 2012 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
SGSR-Net: Structure Semantics Guided LiDAR Super-Resolution Network for Indoor LiDAR SLAM.
IEEE Trans. Multim., 2024

Automatic Change Detection of Planetary Striped Landform on Mars Surface.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Generative Motion Stylization within Canonical Motion Space.
CoRR, 2024

2023
Graph-aware transformer for skeleton-based action recognition.
Vis. Comput., October, 2023

Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Multi-scale attention encoder for street-to-aerial image geo-localization.
CAAI Trans. Intell. Technol., March, 2023

Flow-pose Net: an effective two-stream network for fall detection.
Vis. Comput., 2023

Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition.
IEEE Trans. Multim., 2023

DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos.
IEEE Trans. Image Process., 2023

TapMo: Shape-aware Motion Generation of Skeleton-free Characters.
CoRR, 2023

PHRIT: Parametric Hand Representation with Implicit Template.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Motion-Driven Visual Tempo Learning for Video-Based Action Recognition.
IEEE Trans. Image Process., 2022

A General Dynamic Knowledge Distillation Method for Visual Analytics.
IEEE Trans. Image Process., 2022

Zoom Transformer for Skeleton-Based Group Activity Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

Video anomaly detection with spatio-temporal dissociation.
Pattern Recognit., 2022

Slow-Fast Visual Tempo Learning for Video-based Action Recognition.
CoRR, 2022

A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition.
CAAI Trans. Intell. Technol., 2022

Optical flow for video super-resolution: a survey.
Artif. Intell. Rev., 2022

Uncertainty-Aware 3D Human Pose Estimation from Monocular Video.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Multi-Part Adaptive Graph Convolutional Network for Skeleton-Based Action Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Hyperedge Hypergraph for Group Activity Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Distilling Inter-Class Distance for Semantic Segmentation.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Joint Hand-Object 3D Reconstruction From a Single Image With Cross-Branch Feature Fusion.
IEEE Trans. Image Process., 2021

Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning.
Signal Process. Image Commun., 2021

Multi-Attribute Enhancement Network for Person Search.
CoRR, 2021

Multi-Attribute Enhancement Network for Person Search.
Proceedings of the International Joint Conference on Neural Networks, 2021

Model-Based 3D Hand Reconstruction via Self-Supervised Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Part-based visual tracking with spatially regularized correlation filters.
Vis. Comput., 2020

Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering.
IEEE Trans. Image Process., 2020

Learning motion representation for real-time spatio-temporal action localization.
Pattern Recognit., 2020

Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder.
J. Vis. Commun. Image Represent., 2020

Pointwise geometric and semantic learning network on 3D point clouds.
Integr. Comput. Aided Eng., 2020

Clustering Driven Deep Autoencoder for Video Anomaly Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Real-Time Spatio-Temporal Action Localization via Learning Motion Representation.
Proceedings of the Computer Vision - ACCV 2020 Workshops - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition.
IEEE Trans. Image Process., 2019

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2019

A survey of variational and CNN-based optical flow techniques.
Signal Process. Image Commun., 2019

Attention Pooling-Based Bidirectional Gated Recurrent Units Model for Sentimental Classification.
Int. J. Comput. Intell. Syst., 2019

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Spatiotemporal Representation Based on 3D Autoencoder for Anomaly Detection.
Proceedings of the Pattern Recognition, 2019

2018
Multi-stream CNN: Learning representations based on human-related regions for action recognition.
Pattern Recognit., 2018

Learning to Predict Pedestrian Intention via Variational Tracking Networks.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Actor-Action Semantic Segmentation with Region Masks.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Fusing disparate object signatures for salient object detection in video.
Pattern Recognit., 2017

Variational method for joint optical flow estimation and edge-aware image restoration.
Pattern Recognit., 2017

Guided Image Filtering-Based Pan-Sharpening Method: A Case Study of GaoFen-2 Imagery.
ISPRS Int. J. Geo Inf., 2017

Compressed-domain Video Synopsis via 3D Graph Cut and Blank Frame Deletion.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Low Light Image Enhancement Based on Luminance Map and Haze Removal Model.
Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017

A framework based on deep learning and mathematical morphology for cabin door detection in an automated aerobridge docking system.
Proceedings of the 11th Asian Control Conference, 2017

2016
Adaptive guided image filter for warping in variational optical flow computation.
Signal Process., 2016

Weighted local intensity fusion method for variational optical flow estimation.
Pattern Recognit., 2016

MSR-CNN: Applying motion salient region based descriptors for action recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Variational Optical Flow Algorithms for Motion Estimation.
PhD thesis, 2015

Estimating accurate optical flow in the presence of motion blur.
J. Electronic Imaging, 2015

2014
A combined post-filtering method to improve accuracy of variational optical flow estimation.
Pattern Recognit., 2014

Improved Color Patch Similarity Measure Based Weighted Median Filter.
Proceedings of the Computer Vision - ACCV 2014, 2014

2012
Noisy image upsampling based on improved bilateral filtering combined with edge extraction.
Proceedings of the Fourth International Conference on Digital Image Processing, 2012


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