Výsledky vyhledávání - "Zhang Zhijiang"

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Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition

Autor: Tai, Yichun, Yang, Kun, Peng, Tao, Huang, Zhenzhen, Zhang, Zhijiang

The task of steel surface defect recognition is an industrial problem with great industry values. The data insufficiency is the major challenge in training a robust defect recognition network. Existing methods have investigated to enlarge the dataset

Externí odkaz: http://arxiv.org/abs/2405.01872

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Akademický článek

GAN-Holo: Generative Adversarial Networks-Based Generated Holography Using Deep Learning

Autor: Aamir Khan, Zhang Zhijiang, Yingjie Yu, Muhammad Amir Khan, Ketao Yan, Khizar Aziz

Publikováno v: Complexity, Vol 2021 (2021)

Current development in a deep neural network (DNN) has given an opportunity to a novel framework for the reconstruction of a holographic image and a phase recovery method with real-time performance. There are many deep learning-based techniques that

Externí odkaz: https://doaj.org/article/e769b57376c94073a9645ec231b41660

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BARS: A Benchmark for Airport Runway Segmentation

Autor: Chen, Wenhui, Zhang, Zhijiang, Yu, Liang, Tai, Yichun

Airport runway segmentation can effectively reduce the accident rate during the landing phase, which has the largest risk of flight accidents. With the rapid development of deep learning (DL), related methods achieve good performance on segmentation

Externí odkaz: http://arxiv.org/abs/2210.12922

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