Shengxi Li

Xuelong Li

Leonardo Chiariglione

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

CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation.

[BibT_eX]

[DOI]

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

Spherical Distortion Temporal Propagation and Spatial Mapping Model for Efficient Panoramic Video Coding.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., June, 2024

Assessing Face Image Quality: A Large-Scale Database and a Transformer Method.

[BibT_eX]

[DOI]

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

Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Meta-learning based blind image super-resolution approach to different degradations.

[BibT_eX]

[DOI]

Neural Networks, 2024

CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers.

[BibT_eX]

[DOI]

CoRR, 2024

A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024

MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Quality of Experience in Visual Multimedia Applications, 2024

Causal Context Adjustment Loss for Learned Image Compression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

QVD: Post-training Quantization for Video Diffusion Models.

[BibT_eX]

[DOI]

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

Hybrid Single Input and Multiple Output Method For Compressing Features Towards Machine Vision Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2024

Saliency Prediction of Sports Videos: A Large-Scale Database and a Self-Adaptive Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Von Mises-Fisher Elliptical Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Blind VQA on 360° Video via Progressively Learning From Pixels, Frames, and Video.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Reciprocal GAN Through Characteristic Functions (RCF-GAN).

[BibT_eX]

[DOI]

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

Learned Structure-Based Hybrid Framework for Martian Image Compression.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Predicting the Invariance Behind Residuals: A Novel GAN Inversion Method for Image Editing and Detail Retaining.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Optimizing DNN based quality assessment metric for image compression: A novel rate control method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Residual based hierarchical feature compression for multi-task machine vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Neural Characteristic Function Learning for Conditional Image Generation.

[BibT_eX]

[DOI]

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

Learnt Mutual Feature Compression for Machine Vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

MRS-Net+ for Enhancing Face Quality of Compressed Videos.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Demystifying CNNs for Images by Matched Filters.

[BibT_eX]

[DOI]

CoRR, 2022

A Learning-based Approach for Martian Image Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Low-Complexity Attention Modelling via Graph Tensor Networks.

[BibT_eX]

[DOI]

Yao Lei Xu

Kriton Konstantinidis

Ljubisa Stankovic

Proceedings of the IEEE International Conference on Acoustics, 2022

Does text attract attention on e-commerce images: A novel saliency prediction dataset and method.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Universal Framework for Learning the Elliptical Mixture Model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Synergetic application of E-tongue and E-eye based on deep learning to discrimination of Pu-erh tea storage time.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2021

Kernel Learning with Tensor Networks.

[BibT_eX]

[DOI]

Kriton Konstantinidis

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part II: Signals on Graphs.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Data Analytics on Graphs Part I: Graphs and Spectra on Graphs.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2020

Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Reciprocal Adversarial Learning via Characteristic Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

MRS-Net: Multi-Scale Recurrent Scalable Network for Face Quality Enhancement of Compressed Videos.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Optimal Bit Allocation at Frame Level for Rate Control in HEVC.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2019

A general solver to the elliptical mixture model through an approximate Wasserstein manifold.

[BibT_eX]

[DOI]

CoRR, 2019

A Progressive Learning Framework for Unconstrained Face Recognition.

[BibT_eX]

[DOI]

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

Tracking Dynamic Systems in α-Stable Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Enhanced Normalized Mean Error loss for Robust Facial Landmark detection.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Closed-Form Optimization on Saliency-Guided Image Compression for HEVC-MSP.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

A universal framework for learning based on the elliptical mixture model (EMM).

[BibT_eX]

[DOI]

CoRR, 2018

2017

Optimal Bit Allocation for CTU Level Rate Control in HEVC.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2017

A novel rate control scheme for panoramic video coding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Watching Videos with Certain and Constant Quality: PID-Based Quality Control Method.

[BibT_eX]

[DOI]

Yuhang Song

Mai Xu

Proceedings of the 2017 Data Compression Conference, 2017

Learning Dynamic GMM for Attention Distribution on Single-Face Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Optimizing Subjective Quality in HEVC-MSP: An Approximate Closed-form Image Compression Approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 Data Compression Conference, 2016

2015

Weight-based R-λ rate control for perceptual HEVC coding on conversational videos.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2015

A novel method on optimal bit allocation at LCU level for rate control in HEVC.

[BibT_eX]

[DOI]