Xiaohua Huang

Orcid: 0000-0001-8897-3517

Affiliations:
  • Nanjing Institute of Technology, Nanjing, Jiangsu, China


According to our database1, Xiaohua Huang authored at least 59 papers between 2010 and 2025.

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

Timeline

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Bibliography

2025
Incorporating Scene Context and Semantic Labels for Enhanced Group-level Emotion Recognition.
CoRR, September, 2025

Towards a Robust Group-Level Emotion Recognition via Uncertainty-Aware Learning.
IEEE Trans. Affect. Comput., 2025

An Empirical Study of Super-Resolution on Low-Resolution Micro-Expression Recognition.
IEEE Trans. Affect. Comput., 2025

2024
SSA-YOLO: An Improved YOLO for Hot-Rolled Strip Steel Surface Defect Detection.
IEEE Trans. Instrum. Meas., 2024

Adaptive Cross Transformer With Contrastive Learning for Surface Defect Detection.
IEEE Trans. Instrum. Meas., 2024

A multimodal visual fatigue assessment model based on back propagation neural network and XGBoost.
Displays, 2024

A Survey of Deep Learning for Group-level Emotion Recognition.
CoRR, 2024

Micro-expression Recognition Based on Dual-Stream Spatiotemporal Transformer.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
Assessment of visual fatigue caused by stereoscopic disparity based on multimodal measurement.
Displays, September, 2023

EMC²A-Net: An Efficient Multibranch Cross-Channel Attention Network for SAR Target Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

"Unus pro omnibus, omnes pro uno": understanding unauthorised file sharing in online communities from a public goods contribution perspective.
Internet Res., 2023

A New Database of Houma Alliance Book Ancient Handwritten Characters and Its Baseline Algorithm.
Proceedings of the 2023 8th International Conference on Multimedia Systems and Signal Processing, 2023

2022
Objective Class-Based Micro-Expression Recognition Under Partial Occlusion Via Region-Inspired Relation Reasoning Network.
IEEE Trans. Affect. Comput., 2022

Analyzing Group-Level Emotion with Global Alignment Kernel based Approach.
IEEE Trans. Affect. Comput., 2022

Leaders and Followers Identified by Emotional Mimicry During Collaborative Learning: A Facial Expression Recognition Study on Emotional Valence.
IEEE Trans. Affect. Comput., 2022

EMC2A-Net: An Efficient Multibranch Cross-channel Attention Network for SAR Target Classification.
CoRR, 2022

2021
Joint Local and Global Information Learning With Single Apex Frame Detection for Micro-Expression Recognition.
IEEE Trans. Image Process., 2021

Depth Estimation from Light Field Geometry Using Convolutional Neural Networks.
Sensors, 2021

Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understanding.
Image Vis. Comput., 2021

Micro-expression action unit detection with spatial and channel attention.
Neurocomputing, 2021

Region attention and graph embedding network for occlusion objective class-based micro-expression recognition.
CoRR, 2021

2020
NLWSNet: a weakly supervised network for visual sentiment analysis in mislabeled web images.
Frontiers Inf. Technol. Electron. Eng., 2020

Learning Depth from Light Field via Deep Convolutional Neural Network.
Proceedings of the Big Data and Security - Second International Conference, 2020

2019
Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition.
IEEE Trans. Affect. Comput., 2019

2018
Learning From Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition.
IEEE Trans. Multim., 2018

Multimodal Framework for Analyzing the Affect of a Group of People.
IEEE Trans. Multim., 2018

Domain Regeneration for Cross-Database Micro-Expression Recognition.
IEEE Trans. Image Process., 2018

Background Subtraction Using Spatio-Temporal Group Sparsity Recovery.
IEEE Trans. Circuits Syst. Video Technol., 2018

Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods.
IEEE Trans. Affect. Comput., 2018

Micro-expression recognition with small sample size by transferring long-term convolutional neural network.
Neurocomputing, 2018

A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation.
CoRR, 2018

Can Micro-Expression be Recognized Based on Single Apex Frame?
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Visual Tracking Based on Cooperative Model.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Analyzing the group sparsity based on the rank minimization methods.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Image denoising via group sparsity residual constraint.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Cross-Corpus Speech Emotion Recognition Based on Domain-Adaptive Least-Squares Regression.
IEEE Signal Process. Lett., 2016

Emotion recognition in the wild via sparse transductive transfer linear discriminant analysis.
J. Multimodal User Interfaces, 2016

Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns.
Neurocomputing, 2016

Multi-modal emotion analysis from facial expressions and electroencephalogram.
Comput. Vis. Image Underst., 2016

Analyzing the group sparsity based on the rank minimization methods.
CoRR, 2016

Spontaneous Facial Micro-Expression Recognition using Discriminative Spatiotemporal Local Binary Pattern with an Improved Integral Projection.
CoRR, 2016

Analyzing the Affect of a Group of People Using Multi-modal Framework.
CoRR, 2016

2015
Reading Hidden Emotions: Spontaneous Micro-expression Spotting and Recognition.
CoRR, 2015

Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

Facial Micro-Expression Recognition Using Spatiotemporal Local Binary Pattern with Integral Projection.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Robust Facial Expression Recognition Using Revised Canonical Correlation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Improved Spatiotemporal Local Monogenic Binary Pattern for Emotion Recognition in The Wild.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

2013
Texture Description with Completed Local Quantized Patterns.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

A Spontaneous Micro-expression Database: Inducement, collection and baseline.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Emotion recognition from facial images with arbitrary views.
Proceedings of the British Machine Vision Conference, 2013

2012
Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition.
IEEE Signal Process. Lett., 2012

Towards a dynamic expression recognition system under facial occlusion.
Pattern Recognit. Lett., 2012

Multimodal emotion recognition by combining physiological signals and facial expressions: A preliminary study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Facial expression recognition from near-infrared videos.
Image Vis. Comput., 2011

Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

2010
Combining dynamic texture and structural features for speaker identification.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010

Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010


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