https://vilab.team/tag/%E5%9B%BE%E5%83%8F%E5%8E%BB%E5%99%AA/ 图像去噪 Hugo Blox Builder (https://hugoblox.com)en-usFri, 14 Jun 2024 00:00:00 +0000 https://vilab.team/media/icon_hu2896232876136423579.png https://vilab.team/tag/%E5%9B%BE%E5%83%8F%E5%8E%BB%E5%99%AA/ https://vilab.team/publication/deep-multi-threshold-spiking-unet-for-image-processing/ Fri, 14 Jun 2024 00:00:00 +0000 https://vilab.team/publication/deep-multi-threshold-spiking-unet-for-image-processing/ <p>本文提出Spiking-UNet，将脉冲神经网络与U-Net架构相结合用于图像处理任务。针对脉冲传播导致的信息损失问题，设计多阈值脉冲神经元以增强信息传递能力；同时采用基于预训练U-Net的转换与微调训练策略，有效解决了训练难题。在图像分割和去噪等任务上验证了所提方法的有效性。</p>