A New Hand Segmentation Method Based on Fully Convolutional Network
Abstract 手部分割具有人机交互、人的行为识别等重要应用。然而，由于手部运动和环境的复杂性，传统的手部分割方法不能得到广泛的应用。 随着深度学习的发展，卷积神经网络在许多视觉任务中表现出强大的功能。本文提出了一种基于全卷积网络的手部分割方法。我们将VGG 16层网络（VGG16）的FCN-8S结构转换为手部分割网络。 通过对ILSVRC-2014竞赛中的VGG16模型版本进行微调，得到了一个
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相关文章
- 1. A Robust Hand Detection Method Based on Skin Probability Map
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- 8. Fully Convolutional Network for Automatic Road Extraction from Satellite Imagery
- 9. Reading Note: Deformable Part-based Fully Convolutional Network for Object Detection
- 10. Fully Convolutional Networks for Semantic Segmentation 全文翻译