Search Results for author: Tiankuang Zhou

Found 5 papers, 1 papers with code

Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit

no code implementations26 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.

Semi-Supervised First-Person Activity Recognition in Body-Worn Video

no code implementations19 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.

Activity Recognition

Sequential Gating Ensemble Network for Noise Robust Multi-Scale Face Restoration

1 code implementation19 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.

Ensemble Learning Image Restoration

DeepIR: A Deep Semantics Driven Framework for Image Retargeting

no code implementations19 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.

Image Retargeting

Multi-Scale Face Restoration with Sequential Gating Ensemble Network

no code implementations6 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.

Ensemble Learning Face Recognition +1

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