Yang Xiao

Orcid: 0000-0002-7739-4146

Affiliations:
  • Huazhong University of Science and Technology, National Key Laboratory of Science and Technology on Multispectral Information Processing, Wuhan, China (PhD)
  • Nanyang Technological University, Institute of Media Innovation, Singapore


According to our database1, Yang Xiao authored at least 94 papers between 2007 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images.
IEEE J. Biomed. Health Informatics, March, 2024

CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner.
CoRR, 2024

C<sup>2</sup>Net: content-dependent and -independent cross-attention network for anomaly detection in videos.
Appl. Intell., 2024

2023
Retinal multi-lesion segmentation by reinforcing single-lesion guidance with multi-view learning.
Biomed. Signal Process. Control., September, 2023

Multi-spectral template matching based object detection in a few-shot learning manner.
Inf. Sci., May, 2023

Eyelid's Intrinsic Motion-Aware Feature Learning for Real-Time Eyeblink Detection in the Wild.
IEEE Trans. Inf. Forensics Secur., 2023

Robust LiDAR-Camera Alignment With Modality Adapted Local-to-Global Representation.
IEEE Trans. Circuits Syst. Video Technol., 2023

End-to-End Video Gaze Estimation via Capturing Head-Face-Eye Spatial-Temporal Interaction Context.
IEEE Signal Process. Lett., 2023

A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image.
CoRR, 2023

Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Discriminative Multi-View Dynamic Image Fusion for Cross-View 3-D Action Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2022

Anomaly Detection With Bidirectional Consistency in Videos.
IEEE Trans. Neural Networks Learn. Syst., 2022

Vision-Based Finger Tapping Test in Patients With Parkinson's Disease via Spatial-Temporal 3D Hand Pose Estimation.
IEEE J. Biomed. Health Informatics, 2022

Person Re-Identification With Hierarchical Discriminative Spatial Aggregation.
IEEE Trans. Inf. Forensics Secur., 2022

ECML: An Ensemble Cascade Metric-Learning Mechanism Toward Face Verification.
IEEE Trans. Cybern., 2022

MAT: Multianchor Visual Tracking With Selective Search Region.
IEEE Trans. Cybern., 2022

3D human pose estimation with cross-modality training and multi-scale local refinement.
Appl. Soft Comput., 2022

Real-time Embedded Demo System for Fall Detection under 15W Power.
Proceedings of the HCMA@MM 2022: Proceedings of the 3rd International Workshop on Human-Centric Multimedia Analysis, 2022

Learning from Noisy Labels with Coarse-to-Fine Sample Credibility Modeling.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

C3P: Cross-Domain Pose Prior Propagation for Weakly Supervised 3D Human Pose Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022

PIZZA: A Powerful Image-only Zero-Shot Zero-CAD Approach to 6 DoF Tracking.
Proceedings of the International Conference on 3D Vision, 2022

2021
Survey on depth and RGB image-based 3D hand shape and pose estimation.
Virtual Real. Intell. Hardw., 2021

Abrupt-motion-aware lightweight visual tracking for unmanned aerial vehicles.
Vis. Comput., 2021

Multi-Encoder Towards Effective Anomaly Detection in Videos.
IEEE Trans. Multim., 2021

Li Yan et al. reply.
Nat. Mach. Intell., 2021

LPQ++: A discriminative blur-insensitive textural descriptor with spatial-channel interaction.
Inf. Sci., 2021

1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021.
CoRR, 2021

Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
RoSeq: Robust Sequence Labeling.
IEEE Trans. Neural Networks Learn. Syst., 2020

Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices.
IEEE Trans. Inf. Forensics Secur., 2020

Attention-Driven Loss for Anomaly Detection in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2020

An interpretable mortality prediction model for COVID-19 patients.
Nat. Mach. Intell., 2020

ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification.
CoRR, 2020

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds.
CoRR, 2020

Exploiting Distilled Learning for Deep Siamese Tracking.
Proceedings of the 25th International Conference on Pattern Recognition, 2020



3DV: 3D Dynamic Voxel for Action Recognition in Depth Video.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

P2B: Point-to-Box Network for 3D Object Tracking in Point Clouds.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Detecting Alzheimer's Disease on Small Dataset: A Knowledge Transfer Perspective.
IEEE J. Biomed. Health Informatics, 2019

Supervised Fine-Grained Cloud Detection and Recognition in Whole-Sky Images.
IEEE Trans. Geosci. Remote. Sens., 2019

Aligning 2.5D Scene Fragments With Distinctive Local Geometric Features and Voting-Based Correspondences.
IEEE Trans. Circuits Syst. Video Technol., 2019

Real-Time Detection of Fall From Bed Using a Single Depth Camera.
IEEE Trans Autom. Sci. Eng., 2019

Ranking 3D feature correspondences via consistency voting.
Pattern Recognit. Lett., 2019

Action recognition for depth video using multi-view dynamic images.
Inf. Sci., 2019

Comparative evaluation of 2D feature correspondence selection algorithms.
CoRR, 2019

Towards Real-time Eyeblink Detection in The Wild: Dataset, Theory and Practices.
CoRR, 2019

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Toward the Repeatability and Robustness of the Local Reference Frame for 3D Shape Matching: An Evaluation.
IEEE Trans. Image Process., 2018

An Embarrassingly Simple Approach to Visual Domain Adaptation.
IEEE Trans. Image Process., 2018

Toward Good Practices for Fine-Grained Maize Cultivar Identification With Filter-Specific Convolutional Activations.
IEEE Trans Autom. Sci. Eng., 2018

Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification.
CoRR, 2018

Action Recognition for Depth Video using Multi-view Dynamic Images.
CoRR, 2018

The Accurate Guidance for Image Caption Generation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

RGB-D Co-Segmentation on Indoor Scene with Geometric Prior and Hypothesis Filtering.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Real-Time Stereo Matching System.
Proceedings of the Intelligent Robotics and Applications - 11th International Conference, 2018

Online Update Siamese Network for Unmanned Surface Vehicle Tracking.
Proceedings of the Intelligent Robotics and Applications - 11th International Conference, 2018

Scalable Multi-Consistency Feature Matching with Non-Cooperative Games.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Counting Fish in Sonar Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Monocular Relative Depth Perception With Web Stereo Data Supervision.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
DeepCloud: Ground-Based Cloud Image Categorization Using Deep Convolutional Features.
IEEE Trans. Geosci. Remote. Sens., 2017

TOLDI: An effective and robust approach for 3D local shape description.
Pattern Recognit., 2017

Two-dimensional subspace alignment for convolutional activations adaptation.
Pattern Recognit., 2017

DeepCotton: in-field cotton segmentation using deep fully convolutional network.
J. Electronic Imaging, 2017

Local phase quantization plus: A principled method for embedding local phase quantization into Fisher vector for blurred image recognition.
Inf. Sci., 2017

Rotational contour signatures for both real-valued and binary feature representations of 3D local shape.
Comput. Vis. Image Underst., 2017

TasselNet: Counting maize tassels in the wild via local counts regression network.
CoRR, 2017

Towards fine-grained maize tassel flowering status recognition: Dataset, theory and practice.
Appl. Soft Comput., 2017

Refine BING using effective cascade ranking.
Appl. Soft Comput., 2017

Performance Evaluation of 3D Correspondence Grouping Algorithms.
Proceedings of the 2017 International Conference on 3D Vision, 2017

2016
Body Movement Analysis and Recognition.
Proceedings of the Context Aware Human-Robot and Human-Agent Interaction, 2016

Adobe Boxes: Locating Object Proposals Using Object Adobes.
IEEE Trans. Image Process., 2016

Exploiting Attribute Dependency for Attribute Assignment in Crowded Scenes.
IEEE Signal Process. Lett., 2016

Efficient Airport Detection Using Line Segment Detector and Fisher Vector Representation.
IEEE Geosci. Remote. Sens. Lett., 2016

In-field cotton detection via region-based semantic image segmentation.
Comput. Electron. Agric., 2016

Rotational contour signatures for robust local surface description.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Fine-grained maize cultivar identification using filter-specific convolutional activations.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Video Object Detection and Segmentation Based on Proposal Boxes.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Recognizing the formations of CVBG based on multiviewpoint context.
IEEE Trans. Aerosp. Electron. Syst., 2015

Fine-grained maize tassel trait characterization with multi-view representations.
Comput. Electron. Agric., 2015

Shape feature encoding via Fisher Vector for efficient fall detection in depth-videos.
Appl. Soft Comput., 2015

Beyond local phase quantization: Mid-level blurred image representation using fisher vector.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Ground-based cloud image categorization using deep convolutional visual features.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Blurred image recognition using domain adaptation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
mCENTRIST: A Multi-Channel Feature Generation Mechanism for Scene Categorization.
IEEE Trans. Image Process., 2014

Entropic image thresholding based on GLGM histogram.
Pattern Recognit. Lett., 2014

Human-Robot Interaction by Understanding Upper Body Gestures.
Presence Teleoperators Virtual Environ., 2014

Activity recognition in unconstrained RGB-D video using 3D trajectories.
Proceedings of the SIGGRAPH Asia 2014 Autonomous Virtual Humans and Social Robot for Telepresence, 2014

2013
Human-virtual human interaction by upper body gesture understanding.
Proceedings of the 19th ACM Symposium on Virtual Reality Software and Technology, 2013

2012
Image classification using HTM cortical learning algorithms.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2008
Entropic thresholding based on gray-level spatial correlation histogram.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

User Behavior Modeling and Traffic Analysis of IMS Presence Servers.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
The Application of Run-Length Features in Remote Sensing Classification Combined with Neural Network and Rough Set.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007


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