no code implementations • 6 May 2018 • Jianxin Lin, Tiankuang Zhou, Zhibo Chen
Experiment results demonstrate that our SGEN is more effective at multi-scale human face restoration with more image details and less noise than state-of-the-art image restoration models.
no code implementations • 19 Nov 2018 • Jianxin Lin, Tiankuang Zhou, Zhibo Chen
We present \emph{Deep Image Retargeting} (\emph{DeepIR}), a coarse-to-fine framework for content-aware image retargeting.
no code implementations • 19 Apr 2019 • Honglin Chen, Hao Li, Alexander Song, Matt Haberland, Osman Akar, Adam Dhillon, Tiankuang Zhou, Andrea L. Bertozzi, P. Jeffrey Brantingham
Body-worn cameras are now commonly used for logging daily life, sports, and law enforcement activities, creating a large volume of archived footage.
no code implementations • 26 Aug 2020 • Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jintao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai
Here, we propose an optoelectronic reconfigurable computing paradigm by constructing a diffractive processing unit (DPU) that can efficiently support different neural networks and achieve a high model complexity with millions of neurons.
1 code implementation • 19 Dec 2018 • Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu
The SGU sequentially takes information from two different levels as inputs and decides the output based on one active input.