Hu Tian

Semi-supervised Depth Estimation from a Single Image Based on Confidence Learning

Recent advances in deep convolutional neural network have lead to significant improvement over depth estimation from a single image. However, training such networks usually needs a large amount of high-quality labeled training data which is difficult to collect. To alleviate it, a semi-supervised me…