Depth Reconstruction from Single Images Using a Convolutional Neural Network and a Condition Random Field Model.
Dan LiuXuejun LiuYiguang WuPublished in: Sensors (2018)
Keyphrases
- three dimensional
- convolutional neural network
- image data
- image features
- image retrieval
- image database
- reconstruction process
- random field model
- input image
- tomographic images
- computerized tomography
- integral imaging
- object recognition
- random fields
- multiple images
- uncalibrated cameras
- feature points
- multiscale
- machine learning
- reconstruction method
- image reconstruction
- least squares
- depth images
- depth information
- test images
- image registration