Recent Posts

ProSR won the Winner Award for NTIRE2018 track 1, and the Honorable Mention Award for track 2~3. Congratuations to all other winning teams.

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ProSR took the 2nd place in NTIRE 2018 Super-Resolution Challenge. Our paper is accepted to the NTIRE 2018 workshop and I’ll be giving a 10-min talk during the workshop.

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Selected Publications

We set a new benchmark for single-image super-resolution by exploiting progressiveness both in architecture and training. The proposed multi-scale models, ProSR and ProSRGan, improve the reconstruction quality in terms of PSNR and visual quality respectively. ProSR is one of the winning teams.
CVPRW 2018, 2018

We propose a new deep architecture by incorporating object/human detection results into the framework for action recognition, called two-stream semantic region based CNNs (SR-CNNs). We perform experiments on UCF101 dataset and demonstrate its superior performance to the original two-stream CNNs.
BMVC, 2016

Recent Publications

A Fully Progressive Approach to Single-Image Super-Resolution

Preprint Supplement Code Video Download

Two-Stream SR-CNNs for Action Recognition in Videos

Preprint PDF Code Dataset