Juncheng Li (李俊诚)

I am a Ph.D. student at East China Normal University (ECNU). This homepage records the events that occurred during my graduate studies.
My main research interests include image restoration (image super-resolution, image dehazing, image denoising, image demosaicing, image deblurring, and image enhancement) based on deep learning.
My google scholar is: Juncheng Li (李俊诚)

News

Two papers were submitted to CVPR 2020.

I awarded the "Student Award" from the organizer as a grant to attend ICCV 2019.

One paper was submitted to TMM.

One paper was submitted to TNNLS.

One paper was submitted to TIP.

We have 1 paper accepted to ICCV-AIM Workshop 2019.

We have 1 paper accepted to ICCV-LCI Workshop 2019 (Oral).

We have 1 paper accepted to IET Image Processing 2019.

We have 1 paper accepted to ACCV 2018.

We have 1 paper accepted to ICONIP 2018.

We have 1 paper accepted to ECCV 2018.

We have 1 paper accepted to CVPR-NTIRE Workshop 2018.

Research Experiences

Academic Visitor at The Chinese University of HongKong (CUHK) in 2019.8.16--2019.09.30.

Research Assistant at The Chinese University of HongKong (CUHK) in 2018.05.10--2018.09.10.

Competition Awards

We won the 1 place in "Example-based RAW to RGB Mapping Challenge, Track 2: Perceptual. (ICCV-AIM 2019)".

We won the 2 place in "Example-based RAW to RGB Mapping Challenge, Track 1: Fidelity. (ICCV-AIM 2019)".

We won the 4 place and "Geek Award" in "YouKu Video Super-resolution and Enhancement Challenge" (4/1514).

I won the Top 30 Most Potential Developers prize in the 《2018 Computer Vision Most Potential Developers List》.

We won the 3 place in "ChinaMM 2018 Image Dehazing Challenge".

We won the 6 place and awarded "Honorable Mention Award" in "NTIRE 2018 Challenge on Image Dehazing".

We won the 24 place in "JData algorithm competition" (Construction of the prediction model for the purchase intention of high potential users, 24/4240).

Selected Publications

Lightweight and Accurate Recursive Fractal Network for Image Super-Resolution. 【Oral】
[Paper] [Poster] [Slides] [Code]

Juncheng Li, Yiting Yuan, Kangfu Mei, and Faming Fang

In Proceedings of International Conference on Computer Vision Workshop (ICCVW), 2019.
Learning for Computational Imaging (LCI) Workshop

Multi-scale Residual Network for Image Super-Resolution.
[Paper] [Poster] [Code]

Juncheng Li, Faming Fang, Kangfu Mei, and Guixu Zhang

In Proceedings of European Conference on Computer Vision (ECCV), 2018.

Competition Reports

NTIRE 2018 Challenge on Image Dehazing: Methods and Results.
[Paper]
In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2018.
New Trends in Image Restoration and Enhancement Workshop

AIM 2019 Challenge on Example-based RAW to RGB Mapping.
[Paper]
In Proceedings of International Conference on Computer Vision Workshop (ICCVW), 2019.
AIM: Advances in Image Manipulation workshop

Cooperative Papers

HighEr-Resolution Network for Image Demosaicing and Enhancing
[Paper] [Poster] [Code]

Kangfu Mei, Juncheng Li, Jiajie Zhang, Haoyu Wu, Jie Li, Rui Huang

In Proceedings of International Conference on Computer Vision Workshop (ICCVW), 2019.
AIM: Advances in Image Manipulation workshop

Deep Residual Refining based Pseudo Multi-frame Network for Effective Single Image Super-Resolution
[Paper]

Aiwen Jiang, Kangfu Mei, Juncheng Li, Bo Liu, Jihua Ye and Mingwen Wang

IET Image Processing, 2019

Progressive Feature Fusion Network for Realistic Image Dehazing
[Paper] [Code]

Kangfu Mei, Aiwen Jiang, Juncheng Li, and Mingwen Wang

In Proceedings of Asian Conference on Computer Vision (ACCV), 2018.

An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks
[Paper]

Kangfu Mei, Aiwen Jiang, Juncheng Li, Jihua Ye, and Mingwen Wang

In Proceedings of International Conference on Neural Information Processing (ICONIP), 2018.

Social Responsibility

I became a reviewer of《IEEE Transactions on Multimedia》in 2019.

I became a reviewer of《IEEE Signal Processing Letters》in 2019.

I became a reviewer of《IEEE Transactions on Image Processing》in 2019.

I became a reviewer of《IET Computer Vision》in 2019.

I became a reviewer of《IET Signal Processing》in 2019.

I became a reviewer of《IET Image Processing》in 2018.

I became a reviewer of《IET Electronics Letters》in 2018.

Social Activity

I became a China Computer Federation member in 2019.

I became a CVF member in 2019.

My friend and I build a non-profit organization (MIVRC) for open source image processing projects in 2019.

I build CLFStudio in 2015, a student studio dedicated to creative project development.