Guohua Cheng

Walking on Two Legs: Learning Image Segmentation with Noisy Labels

Image segmentation automatically segments a target object in an image and has recently achieved prominent progress due to the development of deep convolutional neural networks (DCNNs). However, the quality of manual labels plays an essential role in the segmentation accuracy, while in practice it co…