Yunjin Chen

Orcid: 0000-0002-4428-2797

According to our database1, Yunjin Chen authored at least 39 papers between 2013 and 2023.

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

Timeline

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Bibliography

2023
Optimizing DNN based quality assessment metric for image compression: A novel rate control method.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023


DINN360: Deformable Invertible Neural Network for Latitude-aware 360° Image Rescaling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


2022
Semi-Supervised Image Deraining Using Knowledge Distillation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Self-supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations.
Proceedings of the Computer Vision - ECCV 2022, 2022


2020
Learned Dynamic Guidance for Depth Image Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

2019
Intelligent Caching Algorithms in Heterogeneous Wireless Networks with Uncertainty.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018
LEARN: Learned Experts' Assessment-Based Reconstruction Network for Sparse-Data CT.
IEEE Trans. Medical Imaging, 2018

Fast and Accurate Poisson Denoising With Trainable Nonlinear Diffusion.
IEEE Trans. Cybern., 2018

Non-stationary speckle reduction in high resolution SAR images.
Digit. Signal Process., 2018

Learning Generic Diffusion Processes for Image Restoration.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising.
IEEE Trans. Image Process., 2017

Hyperspectral Image Restoration Using Low-Rank Tensor Recovery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Variational single image interpolation with time-varying regularization.
Signal Process. Image Commun., 2017

Variational JPEG artifacts suppression based on high-order MRFs.
Signal Process. Image Commun., 2017

Image Denoising via Multiscale Nonlinear Diffusion Models.
SIAM J. Imaging Sci., 2017

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Speckle Reduction with Trained Nonlinear Diffusion Filtering.
J. Math. Imaging Vis., 2017

Learning Non-local Image Diffusion for Image Denoising.
CoRR, 2017

Learning Non-local Image Diffusion for Image Denoising.
Proceedings of the 2017 ACM on Multimedia Conference, 2017


Learning Dynamic Guidance for Depth Image Enhancement.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Correlation Filter Tracking: Beyond an Open-loop System.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
A New Algorithm for Optimizing TV-Based PolSAR Despeckling Model.
IEEE Signal Process. Lett., 2016

Poisson Noise Reduction with Higher-Order Natural Image Prior Model.
SIAM J. Imaging Sci., 2016

Higher-order MRFs based image super resolution: why not MAP?
IET Image Process., 2016

Image Denoising via Multi-scale Nonlinear Diffusion Models.
CoRR, 2016

2015
Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion.
CoRR, 2015

On learning optimized reaction diffusion processes for effective image restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Insights Into Analysis Operator Learning: From Patch-Based Sparse Models to Higher Order MRFs.
IEEE Trans. Image Process., 2014

A Higher-Order MRF Based Variational Model for Multiplicative Noise Reduction.
IEEE Signal Process. Lett., 2014

iPiano: Inertial Proximal Algorithm for Nonconvex Optimization.
SIAM J. Imaging Sci., 2014

iPiano: Inertial Proximal Algorithm for Non-Convex Optimization.
CoRR, 2014

A bi-level view of inpainting - based image compression.
CoRR, 2014

Learning ℓ<sub>1</sub>-based analysis and synthesis sparsity priors using bi-level optimization.
CoRR, 2014

Higher-order MRFs based image super resolution: MMSE or MAP?
CoRR, 2014

2013
Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration.
Proceedings of the Pattern Recognition - 35th German Conference, 2013


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