Pyramid Stereo Matching Network

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 5410 - 5418
• Main Authors: Chang, Jia-Ren, Chen, Yong-Sheng
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Biomedical optical imaging; Convolution; Estimation; Optical imaging; Semantics; Solid modeling; Three-dimensional displays

Recent work has shown that depth estimation from a stereo pair of images can be formulated as a supervised learning task to be resolved with convolutional neural networks (CNNs). However, current architectures rely on patch-based Siamese networks, lacking the means to exploit context information for...