Xiaohua Xie

Orcid: 0000-0002-0310-4679

According to our database1, Xiaohua Xie authored at least 157 papers between 2008 and 2025.

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Bibliography

2025
Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges.
ACM Comput. Surv., March, 2025

Multiplex graph aggregation and feature refinement for unsupervised incomplete multimodal emotion recognition.
Inf. Fusion, 2025

2024
Pose Guided Person Image Generation Via Dual-Task Correlation and Affinity Learning.
IEEE Trans. Vis. Comput. Graph., August, 2024

Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Uncertainty Modeling for Group Re-Identification.
Int. J. Comput. Vis., August, 2024

Person group detection with global trajectory extraction in a disjoint camera network.
Neurocomputing, March, 2024

Benchmarking deep models on salient object detection.
Pattern Recognit., January, 2024

A Neuroinspired Contrast Mechanism enables Few-Shot Object Detection.
Pattern Recognit., 2024

Region-based online selective examination for weakly supervised semantic segmentation.
Inf. Fusion, 2024

Multi-view contrastive clustering via integrating graph aggregation and confidence enhancement.
Inf. Fusion, 2024

Differentiable gated autoencoders for unsupervised feature selection.
Neurocomputing, 2024

Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models.
CoRR, 2024

Plug-and-Hide: Provable and Adjustable Diffusion Generative Steganography.
CoRR, 2024

CoCPF: Coordinate-based Continuous Projection Field for Ill-Posed Inverse Problem in Imaging.
CoRR, 2024

VividDreamer: Towards High-Fidelity and Efficient Text-to-3D Generation.
CoRR, 2024

Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability.
CoRR, 2024

Prototype-guided domain adaptive one-stage object detector for defect detection.
Adv. Eng. Informatics, 2024

Visible-Infrared Person Search: A Novel Benchmark and Solution.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Spike-Temporal Latent Representation for Energy-Efficient Event-to-Video Reconstruction.
Proceedings of the Computer Vision - ECCV 2024, 2024

Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

View-decoupled Transformer for Person Re-identification under Aerial-ground Camera Network.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MMA: Multi-Modal Adapter for Vision-Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Unsupervised Group Re-identification via Adaptive Clustering-Driven Progressive Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
AC<sup>2</sup>AS: Activation Consistency Coupled ANN-SNN framework for fast and memory-efficient SNN training.
Pattern Recognit., December, 2023

Multi-Resolution Edge-aware Lighting Enhancement Network.
Comput. Graph., November, 2023

Activation to Saliency: Forming High-Quality Labels for Unsupervised Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol., February, 2023

Cross-Camera Trajectories Help Person Retrieval in a Camera Network.
IEEE Trans. Image Process., 2023

Wavelet-Guided Promotion-Suppression Transformer for Surface-Defect Detection.
IEEE Trans. Image Process., 2023

Learning Weak Semantics by Feature Graph for Attribute-Based Person Search.
IEEE Trans. Image Process., 2023

Learning Shadow Removal From Unpaired Samples via Reciprocal Learning.
IEEE Trans. Image Process., 2023

Toward Intrinsic Adversarial Robustness Through Probabilistic Training.
IEEE Trans. Image Process., 2023

Restricted Black-Box Adversarial Attack Against DeepFake Face Swapping.
IEEE Trans. Inf. Forensics Secur., 2023

APRF: Anti-Aliasing Projection Representation Field for Inverse Problem in Imaging.
CoRR, 2023

Releasing Inequality Phenomena in L<sub>∞</sub>-Adversarial Training via Input Gradient Distillation.
CoRR, 2023

Hard Nominal Example-aware Template Mutual Matching for Industrial Anomaly Detection.
CoRR, 2023

Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications.
CoRR, 2023

Feature Disentanglement and Adaptive Fusion for Improving Multi-modal Tracking.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Modality Balancing Mechanism for RGB-Infrared Object Detection in Aerial Image.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Formulating Discrete Probability Flow Through Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Few Shot Object Detection with Incompletely Annotated Samples.
Proceedings of the International Joint Conference on Neural Networks, 2023

RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Spike Count Maximization for Neuromorphic Vision Recognition.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests.
Proceedings of the International Conference on Machine Learning, 2023

ASAG: Building Strong One-Decoder-Layer Sparse Detectors via Adaptive Sparse Anchor Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super Resolution.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

The Enemy of My Enemy is My Friend: Exploring Inverse Adversaries for Improving Adversarial Training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

3DP Code-Based Compression and AR Visualization for Cardiovascular Palpation Training.
Proceedings of the Advances in Computer Graphics, 2023

An Efficient Iterative Detection and Decoding Receiver for Polar-Coded Massive MIMO.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Seeing Like a Human: Asynchronous Learning With Dynamic Progressive Refinement for Person Re-Identification.
IEEE Trans. Image Process., 2022

Selective Intra-Image Similarity for Personalized Fixation-Based Object Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Lightweight Texture Correlation Network for Pose Guided Person Image Generation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Successive Consensus Clustering for Unsupervised Video-Based Person Re-Identification.
IEEE Signal Process. Lett., 2022

Relaxation LIF: A gradient-based spiking neuron for direct training deep spiking neural networks.
Neurocomputing, 2022

Appearance-guided Attentive Self-Paced Learning for Unsupervised Salient Object Detection.
CoRR, 2022

SNN2ANN: A Fast and Memory-Efficient Training Framework for Spiking Neural Networks.
CoRR, 2022

Global Trajectory Helps Person Retrieval in a Camera Network.
CoRR, 2022

Improving Pre-trained Masked Autoencoder via Locality Enhancement for Person Re-identification.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Learning Contextual Embedding Deep Networks for Accurate and Efficient Image Deraining.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Cross-level Attention and Ratio Consistency Network for Ship Detection.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Learning Bi-directional Feature Propagation with Latent Layout Modeling for Group Re-identification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Variance of Local Contribution: an Unsupervised Image Quality Assessment for Face Recognition.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Decoupled Contrastive Learning for Intra-Camera Supervised Person Re-identification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Exploring Dual-task Correlation for Pose Guided Person Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Modeling 3D Layout For Group Re-Identification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Improving Adversarially Robust Few-shot Image Classification with Generalizable Representations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Uncertainty Modeling with Second-Order Transformer for Group Re-identification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Learning Modal-Invariant Angular Metric by Cyclic Projection Network for VIS-NIR Person Re-Identification.
IEEE Trans. Image Process., 2021

RelightGAN: Instance-level Generative Adversarial Network for Face Illumination Transfer.
IEEE Trans. Image Process., 2021

Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification.
IEEE Trans. Image Process., 2021

Resolution-Aware Knowledge Distillation for Efficient Inference.
IEEE Trans. Image Process., 2021

Contour-Aware Loss: Boundary-Aware Learning for Salient Object Segmentation.
IEEE Trans. Image Process., 2021

Weakly Supervised Learning for Raindrop Removal on a Single Image.
IEEE Trans. Circuits Syst. Video Technol., 2021

Optical Flow Estimation Based on the Frequency-Domain Regularization.
IEEE Trans. Circuits Syst. Video Technol., 2021

The novel three-dimensional pulse images analyzed by dynamic L-cube polynomial model.
Medical Biol. Eng. Comput., 2021

Flounder-Net: An efficient CNN for crowd counting by aerial photography.
Neurocomputing, 2021

Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object Detection.
CoRR, 2021

Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images.
CoRR, 2021

Scale-Aware Multi-branch Decoder for Salient Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

Visually Maintained Image Disturbance Against Deepfake Face Swapping.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Hole Detection with Texture-Suppression on Wooden Plate Surfaces.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Adversarial Training Inspired Self-attention Flow for Universal Image Style Transfer.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Learning Modality-Specific Representations for Visible-Infrared Person Re-Identification.
IEEE Trans. Image Process., 2020

Illumination-Invariance Optical Flow Estimation Using Weighted Regularization Transform.
IEEE Trans. Circuits Syst. Video Technol., 2020

Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos.
IEEE Trans. Circuits Syst. Video Technol., 2020

From pedestrian to group retrieval via siamese network and correlation.
Neurocomputing, 2020

LG-VTON: Fashion Landmark Meets Image-Based Virtual Try-On.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Open-World Group Retrieval with Ambiguity Removal: A Benchmark.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Efficient Segmentation-Based PatchMatch for Large Displacement Optical Flow Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2019

A Filtering-Based Framework for Optical Flow Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2019

Batch Face Alignment using a Low-rank GAN.
CoRR, 2019

Contour Loss: Boundary-Aware Learning for Salient Object Segmentation.
CoRR, 2019

Discovering Underlying Person Structure Pattern with Relative Local Distance for Person Re-identification.
CoRR, 2019

Intrinsic Image Sequence Decomposition Using Low-Rank Sparse Model.
IEEE Access, 2019

Efficient and Switchable CNN for Crowd Counting Based on Embedded Terminal.
IEEE Access, 2019

MGD: Mask Guided De-occlusion Framework for Occluded Person Re-identification.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

Person Re-identification Using Group Constraint.
Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

Interference Reduction by Using RPCA and Variational Mode Decomposition in 3D Pulse Images.
Proceedings of the 4th International Conference on Multimedia Systems and Signal Processing, 2019

Siamese Network for Pedestrian Group Retrieval: A Benchmark.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Low Resolution Person Re-identification by an Adaptive Dual-Branch Network.
Proceedings of the Image and Graphics - 10th International Conference, 2019

Measuring Crowd Collectiveness via Global Motion Correlation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

De-noising of 3D Pulse Images by Channel-Weighted Robust Principal Component Analysis.
Proceedings of the 11th IEEE International Conference on Advanced Infocomm Technology, 2019

DHML: Deep Heterogeneous Metric Learning for VIS-NIR Person Re-identification.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

Low-Resolution Person Re-identification by a Discriminative Resolution-Invariant Network.
Proceedings of the Biometric Recognition - 14th Chinese Conference, 2019

Spatial-Temporal Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Learning View-Specific Deep Networks for Person Re-Identification.
IEEE Trans. Image Process., 2018

P2SNet: Can an Image Match a Video for Person Re-Identification in an End-to-End Way?
IEEE Trans. Circuits Syst. Video Technol., 2018

Fast Optical Flow Estimation Based on the Split Bregman Method.
IEEE Trans. Circuits Syst. Video Technol., 2018

Learning an Intrinsic Image Decomposer Using Synthesized RGB-D Dataset.
IEEE Signal Process. Lett., 2018

Neural and genetic determinants of creativity.
NeuroImage, 2018

Learning discriminative visual elements using part-based convolutional neural network.
Neurocomputing, 2018

Image super-resolution via a densely connected recursive network.
Neurocomputing, 2018

Exploring Multi-scale Deep Feature Fusion for Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Convolutional LSTM Based Video Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Face Image Illumination Processing Based on GAN with Dual Triplet Loss.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Asymmetric Two-Stream Networks for RGB-Disparity Based Object Detection.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Feature Visualization Based Stacked Convolutional Neural Network for Human Body Detection in a Depth Image.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Conditional Face Synthesis for Data Augmentation.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Towards Automatic Detection of Monkey Faces.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Face Image Illumination Processing Based on Generative Adversarial Nets.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Learning Intrinsic Image Decomposition by Deep Neural Network with Perceptual Loss.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

An Illumination Augmentation Approach for Robust Face Recognition.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
Sparse transfer for facial shape-from-shading.
Pattern Recognit., 2017

Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos.
CoRR, 2017

Part-based convolutional neural network for visual recognition.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Face recognition by landmark pooling-based CNN with concentrate loss.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Growing Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Person Re-identification on Heterogeneous Camera Network.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

One-Snapshot Face Anti-spoofing Using a Light Field Camera.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
Exploiting object semantic cues for Multi-label Material Recognition.
Neurocomputing, 2016

Learning object-specific DAGs for multi-label material recognition.
Comput. Vis. Image Underst., 2016

Facial skin beautification via sparse representation over learned layer dictionary.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

HEp-2 specimen classification via deep CNNs and pattern histogram.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Face hallucination by deep traversal network.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Angle-Preserving Quadrilateral Mesh Parameterization.
IEEE Computer Graphics and Applications, 2015

Max-margin analysis based patch sampling for discovery of mid-level parts.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Recovering intrinsic images from image sequences using total variation models.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Illumination preprocessing for face images based on empirical mode decomposition.
Signal Process., 2014

Salient region preservation for image deformation.
J. Electronic Imaging, 2014

2013
Face hallucination based on morphological component analysis.
Signal Process., 2013

Sketch-to-Design: Context-Based Part Assembly.
Comput. Graph. Forum, 2013

2012
Radical Extraction Using Affine Sparse Matrix Factorization for Printed Chinese Characters Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2012

Sketch-to-Design: Context-based Part Assembly
CoRR, 2012

A Study on the Effective Approach to Illumination-Invariant Face Recognition Based on a Single Image.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

2011
Normalization of Face Illumination Based on Large-and Small-Scale Features.
IEEE Trans. Image Process., 2011

Non-ideal class non-point light source quotient image for face relighting.
Signal Process., 2011

2010
Extraction of illumination invariant facial features from a single image using nonsubsampled contourlet transform.
Pattern Recognit., 2010

Restoration of a Frontal Illuminated Face Image Based on KPCA.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Face Hallucination under an Image Decomposition Perspective.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008
Face illumination normalization on large and small scale features.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008


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