Search Results for author: Jianxiao Zou

Found 4 papers, 0 papers with code

A novel fault localization with data refinement for hydroelectric units

no code implementations30 May 2024 Jialong Huang, Junlin Song, Penglong Lian, Mengjie Gan, Zhiheng Su, Benhao Wang, Wenji Zhu, Xiaomin Pu, Jianxiao Zou, Shicai Fan

Due to the scarcity of fault samples and the complexity of non-linear and non-smooth characteristics data in hydroelectric units, most of the traditional hydroelectric unit fault localization methods are difficult to carry out accurate localization.

Fault localization Generative Adversarial Network

Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry

no code implementations30 May 2024 Mengjie Gan, Penglong Lian, Zhiheng Su, Jiyang Zhang, Jialong Huang, Benhao Wang, Jianxiao Zou, Shicai Fan

Industrial equipment fault diagnosis often encounter challenges such as the scarcity of fault data, complex operating conditions, and varied types of failures.

Few-Shot Learning Graph Neural Network +1

Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling

no code implementations27 Apr 2024 Di wu, Shicai Fan, Xue Zhou, Li Yu, Yuzhong Deng, Jianxiao Zou, Baihong Lin

In MDPS, the problem of normal image reconstruction is mathematically modeled as multiple diffusion posterior sampling for normal images based on the devised masked noisy observation model and the diffusion-based normal image prior under Bayesian framework.

Image Reconstruction Unsupervised Anomaly Detection

Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation

no code implementations17 Jul 2023 Baihong Lin, Zengrong Lin, Yulan Guo, Yulan Zhang, Jianxiao Zou, Shicai Fan

RGB-T semantic segmentation has been widely adopted to handle hard scenes with poor lighting conditions by fusing different modality features of RGB and thermal images.

Segmentation Semantic Segmentation +1

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