FourierNets enable the design of highly non-local optical encoders for computational imaging Apr 21, 2021 Decoder Depth Estimation
Code Code Available Discrete Cosine Transform Network for Guided Depth Map Super-Resolution Apr 14, 2021 Depth Estimation Depth Map Super-Resolution
Code Code Available Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network Apr 14, 2021 Deep Learning Depth Estimation
Code Code Available VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction Apr 13, 2021 3D Object Detection Attribute
Code Code Available Learning optical flow from still images Apr 8, 2021 Depth Estimation Monocular Depth Estimation
Code Code Available Self-supervised Learning of Depth Inference for Multi-view Stereo Apr 7, 2021 Depth Estimation Image Reconstruction
Code Code Available Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo Apr 6, 2021 3D Multi-Person Pose Estimation 3D Pose Estimation
Code Code Available Objects are Different: Flexible Monocular 3D Object Detection Apr 6, 2021 3D Object Detection Depth Estimation
Code Code Available S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available Deep Two-View Structure-from-Motion Revisited Apr 1, 2021 3D Reconstruction Depth Estimation
Code Code Available RGB-D Local Implicit Function for Depth Completion of Transparent Objects Apr 1, 2021 Depth Completion Depth Estimation
Code Code Available Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks Apr 1, 2021 Depth Estimation Motion Estimation
Code Code Available LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering Apr 1, 2021 3D Room Layouts From A Single RGB Panorama Depth Estimation
Code Code Available Adaptive Surface Normal Constraint for Depth Estimation Mar 29, 2021 3D geometry Depth Estimation
Code Code Available Does it work outside this benchmark? Introducing the Rigid Depth Constructor tool, depth validation dataset construction in rigid scenes for the masses Mar 29, 2021 Depth Estimation Depth Prediction
Code Code Available MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis Mar 27, 2021 3D Reconstruction Depth Estimation
Code Code Available M3DSSD: Monocular 3D Single Stage Object Detector Mar 24, 2021 3D Object Detection Depth Estimation
Code Code Available Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction Mar 22, 2021 Decoder Depth Estimation
Code Code Available Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision Mar 22, 2021 Autonomous Driving Depth Estimation
Code Code Available Beyond Image to Depth: Improving Depth Prediction using Echoes Mar 15, 2021 Depth Estimation Depth Prediction
Code Code Available ES-Net: An Efficient Stereo Matching Network Mar 5, 2021 Autonomous Driving Depth Estimation
Code Code Available Variational Structured Attention Networks for Deep Visual Representation Learning Mar 5, 2021 Depth Estimation Prediction
Code Code Available Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks Mar 5, 2021 Depth Estimation Monocular Depth Estimation
Code Code Available Self-supervised 3D Representation Learning of Dressed Humans from Social Media Videos Mar 4, 2021 3D Human Reconstruction Depth Estimation
Code Code Available Categorical Depth Distribution Network for Monocular 3D Object Detection Mar 1, 2021 3D Object Detection Autonomous Vehicles
Code Code Available Boundary-induced and scene-aggregated network for monocular depth prediction Feb 26, 2021 Depth Estimation Depth Prediction
Code Code Available Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction Feb 18, 2021 Depth Estimation Depth Prediction
Code Code Available UniFuse: Unidirectional Fusion for 360^ Panorama Depth Estimation Feb 6, 2021 Depth Estimation
Code Code Available Ground-aware Monocular 3D Object Detection for Autonomous Driving Feb 1, 2021 3D Object Detection 6D Pose Estimation using RGB
Code Code Available PLUMENet: Efficient 3D Object Detection from Stereo Images Jan 17, 2021 3D Object Detection 3D Object Detection From Stereo Images
Code Code Available Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals Jan 8, 2021 Decoder Depth Estimation
Code Code Available Mesh Reconstruction from Aerial Images for Outdoor Terrain Mapping Using Joint 2D-3D Learning Jan 6, 2021 Depth Estimation
Code Code Available R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating Jan 1, 2021 Decoder Depth Estimation
Code Code Available Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation Dec 19, 2020 Data Augmentation Depth Estimation
Code Code Available Detecting Invisible People Dec 15, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Dec 14, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Dec 13, 2020 3D Reconstruction Depth Estimation
Code Code Available ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation Dec 9, 2020 Depth-aware Video Panoptic Segmentation Depth Estimation
Code Code Available Depth estimation from 4D light field videos Dec 5, 2020 Depth Estimation Disparity Estimation
Code Code Available DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion Dec 3, 2020 Decoder Depth Estimation
Code Code Available Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Dec 1, 2020 Depth Estimation Image Restoration
Code Code Available Monocular 3D Object Detection with Sequential Feature Association and Depth Hint Augmentation Nov 30, 2020 3D Object Detection Autonomous Driving
Code Code Available AdaBins: Depth Estimation using Adaptive Bins Nov 28, 2020 Decoder Depth Estimation
Code Code Available Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks Nov 26, 2020 Depth Estimation Mixture-of-Experts
Code Code Available HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features Nov 23, 2020 3D Room Layouts From A Single RGB Panorama Depth Estimation
Code Code Available Deep Multi-view Depth Estimation with Predicted Uncertainty Nov 19, 2020 Depth Estimation Optical Flow Estimation
Code Code Available SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Nov 9, 2020 Autonomous Driving Depth Estimation
Code Code Available Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss Nov 6, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers Nov 5, 2020 Depth Estimation Position
Code Code Available Unsupervised Monocular Depth Learning in Dynamic Scenes Oct 30, 2020 Depth Estimation Depth Prediction
Code Code Available 