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 72 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape Perception.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Patch Similarity Self-Knowledge Distillation for Cross-View Geo-Localization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

FADE: A Dataset for Detecting Falling Objects around Buildings in Video.

[BibT_eX]

[DOI]

Dataset, June, 2024

SGSR-Net: Structure Semantics Guided LiDAR Super-Resolution Network for Indoor LiDAR SLAM.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Zero-Shot Parameter Learning Network for Low-Light Image Enhancement in Permanently Shadowed Regions.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Automatic Change Detection of Planetary Striped Landform on Mars Surface.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

LCDNet: An Innovative Neural Network for Enhanced Lunar Crater Detection Using DEM Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Towards robust image matching in low-luminance environments: Self-supervised keypoint detection and descriptor-free cross-fusion matching.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Dark-DSAR: Lightweight one-step pipeline for action recognition in dark videos.

[BibT_eX]

[DOI]

Neural Networks, 2024

FADE: A Dataset for Detecting Falling Objects around Buildings in Video.

[BibT_eX]

[DOI]

CoRR, 2024

Instance Temperature Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation.

[BibT_eX]

[DOI]

CoRR, 2024

Generative Motion Stylization within Canonical Motion Space.

[BibT_eX]

[DOI]

CoRR, 2024

UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2024

Generative Motion Stylization of Cross-structure Characters within Canonical Motion Space.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Graph-aware transformer for skeleton-based action recognition.

[BibT_eX]

[DOI]

Vis. Comput., October, 2023

Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Multi-scale attention encoder for street-to-aerial image geo-localization.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., March, 2023

Flow-pose Net: an effective two-stream network for fall detection.

[BibT_eX]

[DOI]

Vis. Comput., 2023

Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

PHRIT: Parametric Hand Representation with Implicit Template.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Motion-Driven Visual Tempo Learning for Video-Based Action Recognition.

[BibT_eX]

[DOI]

Yuanzhong Liu

Junsong Yuan

Zhigang Tu

IEEE Trans. Image Process., 2022

A General Dynamic Knowledge Distillation Method for Visual Analytics.

[BibT_eX]

[DOI]

Zhigang Tu

Xiangjian Liu

Xuan Xiao

IEEE Trans. Image Process., 2022

Zoom Transformer for Skeleton-Based Group Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Video anomaly detection with spatio-temporal dissociation.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2022

Optical flow for video super-resolution: a survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2022

Uncertainty-Aware 3D Human Pose Estimation from Monocular Video.

[BibT_eX]

[DOI]

Jinlu Zhang

Yujin Chen

Zhigang Tu

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Hyperedge Hypergraph for Group Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Distilling Inter-Class Distance for Semantic Segmentation.

[BibT_eX]

[DOI]

Zhengbo Zhang

Chunluan Zhou

Zhigang Tu

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2021

Multi-Attribute Enhancement Network for Person Search.

[BibT_eX]

[DOI]

CoRR, 2021

Multi-Attribute Enhancement Network for Person Search.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Model-Based 3D Hand Reconstruction via Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Part-based visual tracking with spatially regularized correlation filters.

[BibT_eX]

[DOI]

Vis. Comput., 2020

Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Learning motion representation for real-time spatio-temporal action localization.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2020

Pointwise geometric and semantic learning network on 3D point clouds.

[BibT_eX]

[DOI]

Integr. Comput. Aided Eng., 2020

Clustering Driven Deep Autoencoder for Video Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Real-Time Spatio-Temporal Action Localization via Learning Motion Representation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

A survey of variational and CNN-based optical flow techniques.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2019

Attention Pooling-Based Bidirectional Gated Recurrent Units Model for Sentimental Classification.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2019

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Spatiotemporal Representation Based on 3D Autoencoder for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2019

2018

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

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Learning to Predict Pedestrian Intention via Variational Tracking Networks.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Actor-Action Semantic Segmentation with Region Masks.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Fusing disparate object signatures for salient object detection in video.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Variational method for joint optical flow estimation and edge-aware image restoration.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Guided Image Filtering-Based Pan-Sharpening Method: A Case Study of GaoFen-2 Imagery.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2017

Compressed-domain Video Synopsis via 3D Graph Cut and Blank Frame Deletion.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 11th Asian Control Conference, 2017

2016

Adaptive guided image filter for warping in variational optical flow computation.

[BibT_eX]

[DOI]

Zhigang Tu

Ronald Poppe

Remco C. Veltkamp

Signal Process., 2016

Weighted local intensity fusion method for variational optical flow estimation.

[BibT_eX]

[DOI]

Zhigang Tu

Ronald Poppe

Remco C. Veltkamp

Pattern Recognit., 2016

MSR-CNN: Applying motion salient region based descriptors for action recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Variational Optical Flow Algorithms for Motion Estimation.

[BibT_eX]

[DOI]

Zhigang Tu

PhD thesis, 2015

Estimating accurate optical flow in the presence of motion blur.

[BibT_eX]

[DOI]

Zhigang Tu

Ronald Poppe

Remco C. Veltkamp

J. Electronic Imaging, 2015

2014

A combined post-filtering method to improve accuracy of variational optical flow estimation.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Improved Color Patch Similarity Measure Based Weighted Median Filter.

[BibT_eX]

[DOI]

Zhigang Tu

Coert Van Gemeren

Remco C. Veltkamp

Proceedings of the Computer Vision - ACCV 2014, 2014

2012

Noisy image upsampling based on improved bilateral filtering combined with edge extraction.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Digital Image Processing, 2012

Zhigang Tu

Timeline

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