Zobrazeno 1 - 10
of 31
pro vyhledávání: '"Xiao, Zunjie"'
Ophthalmic image segmentation serves as a critical foundation for ocular disease diagnosis. Although fully convolutional neural networks (CNNs) are commonly employed for segmentation, they are constrained by inductive biases and face challenges in es
Externí odkaz:
http://arxiv.org/abs/2408.08600
Autor:
Zhang, Xiaoqing, Nie, Qiushi, Xiao, Zunjie, Zhao, Jilu, Wu, Xiao, Guo, Pengxin, Li, Runzhi, Liu, Jin, Wei, Yanjie, Pan, Yi
Spatial pooling (SP) and cross-channel pooling (CCP) operators have been applied to aggregate spatial features and pixel-wise features from feature maps in deep neural networks (DNNs), respectively. Their main goal is to reduce computation and memory
Externí odkaz:
http://arxiv.org/abs/2408.02906
Publikováno v:
TNNLS 2024
Spatial attention mechanism has been widely incorporated into deep neural networks (DNNs), significantly lifting the performance in computer vision tasks via long-range dependency modeling. However, it may perform poorly in medical image analysis. Un
Externí odkaz:
http://arxiv.org/abs/2303.01917
Publikováno v:
In Pattern Recognition March 2024 147
Publikováno v:
In Computer Methods and Programs in Biomedicine February 2024 244
Publikováno v:
Machine Intelligence Research,2022
Cataracts are the leading cause of visual impairment and blindness globally. Over the years, researchers have achieved significant progress in developing state-of-the-art machine learning techniques for automatic cataract classification and grading,
Externí odkaz:
http://arxiv.org/abs/2012.04830
Akademický článek
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Autor:
Zhang, Xiaoqing, Xiao, Zunjie, Hu, Lingxi, Xu, Gelei, Higashita, Risa, Chen, Wan, Yuan, Jin, Liu, Jiang
Publikováno v:
In Knowledge-Based Systems 17 August 2022 250
Autor:
Zhang, Xiaoqing, Wu, Xiao, Xiao, Zunjie, Hu, Lingxi, Qiu, Zhongxi, Sun, Qingyang, Higashita, Risa, Liu, Jiang
Publikováno v:
CAAI Transactions on Intelligence Technology; Apr2024, Vol. 9 Issue 2, p319-332, 14p
Akademický článek
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