Xiaohong Liu

Orcid: 0000-0001-6377-4730

Affiliations:
  • Shanghai Jiao Tong University, China
  • McMaster University, Hamilton, ON, Canada (former)


According to our database1, Xiaohong Liu authored at least 99 papers between 2017 and 2024.

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

Timeline

Legend:

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Bibliography

2024
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., August, 2024

Online Streaming Video Super-Resolution With Convolutional Look-Up Table.
IEEE Trans. Image Process., 2024

Chest CT-IQA: A multi-task model for chest CT image quality assessment and classification.
Displays, 2024

RAWIW: RAW Image Watermarking robust to ISP pipeline.
Displays, 2024

R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?
CoRR, 2024

Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grained Image Quality Assessment.
CoRR, 2024

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs.
CoRR, 2024

Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending.
CoRR, 2024

Explore the Hallucination on Low-level Perception for MLLMs.
CoRR, 2024

3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents.
CoRR, 2024

Enhancing Test Time Adaptation with Few-shot Guidance.
CoRR, 2024

Quality Assessment in the Era of Large Models: A Survey.
CoRR, 2024

HazeCLIP: Towards Language Guided Real-World Image Dehazing.
CoRR, 2024

GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval.
CoRR, 2024

LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models.
CoRR, 2024

CMC-Bench: Towards a New Paradigm of Visual Signal Compression.
CoRR, 2024

A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
CoRR, 2024

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer.
CoRR, 2024

Compression-Realized Deep Structural Network for Video Quality Enhancement.
CoRR, 2024

Light-VQA+: A Video Quality Assessment Model for Exposure Correction with Vision-Language Guidance.
CoRR, 2024

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.
CoRR, 2024

THQA: A Perceptual Quality Assessment Database for Talking Heads.
CoRR, 2024

AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images.
CoRR, 2024

MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model.
CoRR, 2024

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey.
CoRR, 2024

Distance guided generative adversarial network for explainable medical image classifications.
Comput. Medical Imaging Graph., 2024

Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

G-Refine: A General Quality Refiner for Text-to-Image Generation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

T2I-Scorer: Quantitative Evaluation on Text-to-Image Generation via Fine-Tuned Large Multi-Modal Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

PAPS-OVQA: Projection-Aware Patch Sampling for Omnidirectional Video Quality Assessment.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

PrefIQA: Human Preference Learning for AI-generated Image Quality Assessment.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Calculating Color Differences of Images via Siamese Neural Network.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Q-Boost: On Visual Quality Assessment Ability of Low-Level Multi-Modality Foundation Models.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Optimizing Projection-Based Point Cloud Quality Assessment with Human Preferred Viewpoints Selection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Q-Refine: A Perceptual Quality Refiner for AI-Generated Image.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans.
Proceedings of the IEEE International Conference on Acoustics, 2024

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications.
Proceedings of the IEEE International Conference on Acoustics, 2024

AttentionLUT: Attention Fusion-Based Canonical Polyadic LUT for Real-Time Image Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2024

Towards Open-Ended Visual Quality Comparison.
Proceedings of the Computer Vision - ECCV 2024, 2024

Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Perception-Oriented Video Frame Interpolation via Asymmetric Blending.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

NTIRE 2024 Quality Assessment of AI-Generated Content Challenge.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024



DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
SOFNet: Optical-flow based large-scale slice augmentation of brain MRI.
Displays, December, 2023

Is There a Difference between Paper and Electronic Chinese Signatures?
Adv. Intell. Syst., December, 2023

PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis.
Vis. Comput., August, 2023

TransMRSR: transformer-based self-distilled generative prior for brain MRI super-resolution.
Vis. Comput., August, 2023

LightR-YOLOv5: A compact rotating detector for SARS-CoV-2 antigen-detection rapid diagnostic test results.
Displays, July, 2023

GridDehazeNet+: An Enhanced Multi-Scale Network With Intra-Task Knowledge Transfer for Single Image Dehazing.
IEEE Trans. Intell. Transp. Syst., January, 2023

Enabling Trimap-Free Image Matting With a Frequency-Guided Saliency-Aware Network via Joint Learning.
IEEE Trans. Multim., 2023

Distance Guided Generative Adversarial Network for Explainable Binary Classifications.
CoRR, 2023

A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classification.
CoRR, 2023

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table.
CoRR, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.
CoRR, 2023

Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation.
CoRR, 2023

FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Look-Up Table.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Resolution-Agnostic Neural Compression for High-Fidelity Portrait Video Conferencing via Implicit Radiance Fields.
Proceedings of the Digital Multimedia Communications, 2023

A Perceptual Quality Assessment Exploration for AIGC Images.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Cheap-Fake Detection with LLM Using Prompt Engineering.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

AccFlow: Backward Accumulation for Long-Range Optical Flow.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023


Hierarchical Fine-Grained Image Forgery Detection and Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

VDPVE: VQA Dataset for Perceptual Video Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

IvyGPT: InteractiVe Chinese Pathway Language Model in Medical Domain.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022
Video Frame Interpolation via Generalized Deformable Convolution.
IEEE Trans. Multim., 2022

PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning for Unconstrained Space-Time Video Super-Resolution.
IEEE Trans. Broadcast., 2022

Image Retrieval via Canonical Correlation Analysis and Binary Hypothesis Testing.
Inf., 2022

SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022


Learning Rich Information for Quad Bayer Remosaicing and Denoising.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Video Frame Interpolation Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Exploit Camera Raw Data for Video Super- Resolution via Hidden Markov Model Inference.
IEEE Trans. Image Process., 2021

Single image super resolution based on multi-scale structure and non-local smoothing.
EURASIP J. Image Video Process., 2021

Towards a Unified Approach to Single Image Deraining and Dehazing.
CoRR, 2021

GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing.
CoRR, 2021

Learning for Unconstrained Space-Time Video Super-Resolution.
CoRR, 2021

FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020
AIM 2020 Challenge on Learned Image Signal Processing Pipeline.
CoRR, 2020

Video Interpolation via Generalized Deformable Convolution.
CoRR, 2020

End-To-End Trainable Video Super-Resolution Based on a New Mechanism for Implicit Motion Estimation and Compensation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020



AWNet: Attentive Wavelet Network for Image ISP.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020


2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Image Retrieval via Canonical Correlation Analysis.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

2018
Robust Multi-Frame Super-Resolution Based on Spatially Weighted Half-Quadratic Estimation and Adaptive BTV Regularization.
IEEE Trans. Image Process., 2018

Video Super-Resolution via Dynamic Local Filter Network.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017
Robust multi-frame super-resolution with adaptive norm choice and difference curvature based BTV regularization.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017


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