Unsupervised single image depth prediction with CNNs
#计算机科学#ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
#计算机科学#ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
Structure-Guided Ranking Loss for Single Image Depth Prediction
Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Color Image (CVPR 2019)
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
VA-DepthNet: A Variational Approach to Single Image Depth Prediction
PyTorch implementation of the paper
#计算机科学#Metric depth estimation from a single image
Single Image Depth Estimation Trained via Depth from Defocus Cues
Code of single-view depth prediction algorithm on Internet Photos described in "MegaDepth: Learning Single-View Depth Prediction from Internet Photos, Z. Li and N. Snavely, CVPR 2018".
segmentation, instance segmentation and single image depth
#计算机科学#[ICCV 2019] Monocular depth estimation from a single image
Single Image Depth Estimation with Feature Pyramid Network
Edge Guided Single Depth Image Super-resolution
Deep Depth Completion of a Single RGB-D Image
[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching
#计算机科学#Single cell perturbation prediction
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)