Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era
3D reconstruction is a longstanding ill-posed problem, which has been explored for decades by the computer vision, computer graphics, and machine learning communities. Since 2015, image-based 3D reconstruction using convolutional neural networks (CNN) has attracted increasing interest and demonstrated an impressive performance. Given this new era of rapid evolution, this …