Search Results for author: Zetian Mi

Found 4 papers, 0 papers with code

Graph-Collaborated Auto-Encoder Hashing for Multi-view Binary Clustering

no code implementations6 Jan 2023 Huibing Wang, Mingze Yao, Guangqi Jiang, Zetian Mi, Xianping Fu

To address the above issues, we propose a hashing algorithm based on auto-encoders for multi-view binary clustering, which dynamically learns affinity graphs with low-rank constraints and adopts collaboratively learning between auto-encoders and affinity graphs to learn a unified binary code, called Graph-Collaborated Auto-Encoder Hashing for Multi-view Binary Clustering (GCAE).

Clustering Quantization

Jointly Adversarial Network to Wavelength Compensation and Dehazing of Underwater Images

no code implementations12 Jul 2019 Xueyan Ding, Yafei Wang, Yang Yan, Zheng Liang, Zetian Mi, Xianping Fu

Different from most of previous underwater image enhancement methods that compute light attenuation along object-camera path through hazy image formation model, we propose a novel jointly wavelength compensation and dehazing network (JWCDN) that takes into account the wavelength attenuation along surface-object path and the scattering along object-camera path simultaneously.

Generative Adversarial Network Image Enhancement +1

Removing Stripes, Scratches, and Curtaining with Non-Recoverable Compressed Sensing

no code implementations23 Jan 2019 Jonathan Schwartz, Yi Jiang, Yongjie Wang, Anthony Aiello, Pallab Bhattacharya, Hui Yuan, Zetian Mi, Nabil Bassim, Robert Hovden

Highly-directional image artifacts such as ion mill curtaining, mechanical scratches, or image striping from beam instability degrade the interpretability of micrographs.

Guiding Intelligent Surveillance System by learning-by-synthesis gaze estimation

no code implementations8 Oct 2018 Tongtong Zhao, Yuxiao Yan, Jinjia Peng, Zetian Mi, Xianping Fu

In an attempt to address this issue, previous method is to improve the realism of synthetic images by learning a model.

Gaze Estimation

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