Xin Deng

Orcid: 0000-0002-4708-6572

Affiliations:
  • Imperial College London, Department of Electrical and Electronic Engineering, UK
  • Beihang University, School of Electronic and Information Engineering, Beijing, China (former)


According to our database1, Xin Deng authored at least 53 papers between 2014 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Deep$\mathrm {M^{2}}$M2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary Learning Network.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.
CoRR, 2024

2023
MASIC: Deep Mask Stereo Image Compression.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

VR+HD: Video Semantic Reconstruction From Spatio-Temporal Scene Graphs.
IEEE J. Sel. Top. Signal Process., September, 2023

DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Omnidirectional Image Super-Resolution via Latitude Adaptive Network.
IEEE Trans. Multim., 2023

Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding.
IEEE Trans. Image Process., 2023

New Finding and Unified Framework for Fake Image Detection.
IEEE Signal Process. Lett., 2023

DeepMIH: Deep Invertible Network for Multiple Image Hiding.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Diffusion-Generated Fake Face Detection by Exploring Wavelet Domain Forgery Clues.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2023

Recruiting the Best Teacher Modality: A Customized Knowledge Distillation Method for if Based Nephropathy Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Two-stage hybrid CNN-Transformer Network for RGB Guided Indoor Depth Completion.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

ULcompress: A Unified low bit-rate image Compression Framework via Invertible Image Representation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Neural Characteristic Function Learning for Conditional Image Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PIRNet: Privacy-Preserving Image Restoration Network via Wavelet Lifting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Multi-Modal Convolutional Dictionary Learning.
IEEE Trans. Image Process., 2022

MW-GAN+ for Perceptual Quality Enhancement on Compressed Video.
IEEE Trans. Circuits Syst. Video Technol., 2022

Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-Scale Perspective.
IEEE Signal Process. Lett., 2022

Hierarchical Bayesian LSTM for Head Trajectory Prediction on Omnidirectional Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

DAQE: Enhancing the Quality of Compressed Images by Finding the Secret of Defocus.
CoRR, 2022

A Learning-based Approach for Martian Image Compression.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

SFIC: Sparsity-Driven Facial Image Compression Network.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022


2021
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis.
IEEE Trans. Medical Imaging, 2021

Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution.
IEEE Trans. Image Process., 2021

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos.
CoRR, 2021

Spatial Attention-Based Non-Reference Perceptual Quality Prediction Network for Omnidirectional Images.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

CU-Net+: Deep Fully Interpretable Network for Multi-Modal Image Restoration.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

HiNet: Deep Image Hiding by Invertible Network.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Deep Homography for Efficient Stereo Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

LAU-Net: Latitude Adaptive Upscaling Network for Omnidirectional Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Accelerate CTU Partition to Real Time for HEVC Encoding With Complexity Control.
IEEE Trans. Image Process., 2020

Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution.
IEEE Trans. Image Process., 2020

RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning.
IEEE Trans. Circuits Syst. Video Technol., 2020

Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries.
IEEE Trans. Computational Imaging, 2020

Multi-level Wavelet-Based Generative Adversarial Network for Perceptual Quality Enhancement of Compressed Video.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Wavelet Domain Style Transfer for an Effective Perception-Distortion Tradeoff in Single Image Super-Resolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Coupled Ista Network for Multi-modal Image Super-resolution.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Reducing Complexity of HEVC: A Deep Learning Approach.
IEEE Trans. Image Process., 2018

Enhancing Image Quality via Style Transfer for Single Image Super-Resolution.
IEEE Signal Process. Lett., 2018

U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Reducing Complexity of HEVC: A Deep Learning Approach.
CoRR, 2017

A subjective visual quality assessment method of panoramic videos.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

A deep convolutional neural network approach for complexity reduction on intra-mode HEVC.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Complexity control of HEVC for video conferencing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Subjective-Driven Complexity Control Approach for HEVC.
IEEE Trans. Circuits Syst. Video Technol., 2016

Hierarchical Complexity Control of HEVC for Live Video Encoding.
IEEE Access, 2016

2015
Weight-based R-λ rate control for perceptual HEVC coding on conversational videos.
Signal Process. Image Commun., 2015

2014
Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face.
IEEE J. Sel. Top. Signal Process., 2014

Complexity control of HEVC based on region-of-interest attention model.
Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference, 2014

A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014


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