| Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal | Apr 28, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Monocular Depth Estimation Using Cues Inspired by Biological Vision Systems | Apr 21, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| UAMD-Net: A Unified Adaptive Multimodal Neural Network for Dense Depth Completion | Apr 16, 2022 | Autonomous DrivingDepth Completion | —Unverified | 0 |
| Distortion-Aware Self-Supervised 360° Depth Estimation from A Single Equirectangular Projection Image | Apr 3, 2022 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Towards Multimodal Depth Estimation from Light Fields | Mar 30, 2022 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth | Mar 29, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| On the Viability of Monocular Depth Pre-training for Semantic Segmentation | Mar 26, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Depth-aware Neural Style Transfer using Instance Normalization | Mar 17, 2022 | Depth EstimationDepth Prediction | —Unverified | 0 |
| From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction | Mar 15, 2022 | 3D geometryBenchmarking | —Unverified | 0 |
| NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation | Mar 3, 2022 | DecoderDepth Estimation | CodeCode Available | 2 |
| Instance-aware multi-object self-supervision for monocular depth prediction | Mar 2, 2022 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics | Feb 7, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm | Jan 12, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation | Jan 5, 2022 | 3D ReconstructionClassification | CodeCode Available | 2 |
| KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos | Jan 1, 2022 | 3D ReconstructionDepth Estimation | —Unverified | 0 |
| Channel-Wise Attention-Based Network for Self-Supervised Monocular Depth Estimation | Dec 24, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| NVS-MonoDepth: Improving Monocular Depth Prediction with Novel View Synthesis | Dec 22, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Consistent Depth Prediction under Various Illuminations using Dilated Cross Attention | Dec 15, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| GCNDepth: Self-supervised Monocular Depth Estimation based on Graph Convolutional Network | Dec 13, 2021 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 |
| Sparse Depth Completion with Semantic Mesh Deformation Optimization | Dec 10, 2021 | 3D Object Recognition3D Reconstruction | —Unverified | 0 |
| Wild ToFu: Improving Range and Quality of Indirect Time-of-Flight Depth with RGB Fusion in Challenging Environments | Dec 7, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation | Dec 5, 2021 | Depth-aware Video Panoptic SegmentationDepth Estimation | CodeCode Available | 1 |
| Generalized Binary Search Network for Highly-Efficient Multi-View Stereo | Dec 4, 2021 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 |
| Efficient Neural Radiance Fields for Interactive Free-viewpoint Video | Dec 2, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Object-aware Monocular Depth Prediction with Instance Convolutions | Dec 2, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Dimensions of Motion: Monocular Prediction through Flow Subspaces | Dec 2, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| 3DVNet: Multi-View Depth Prediction and Volumetric Refinement | Dec 1, 2021 | 3D Action Recognition3D Reconstruction | CodeCode Available | 1 |
| Instance-wise Occlusion and Depth Orders in Natural Scenes | Nov 29, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Extracting Triangular 3D Models, Materials, and Lighting From Images | Nov 24, 2021 | Depth PredictionImage Relighting | CodeCode Available | 2 |
| LOLNeRF: Learn from One Look | Nov 19, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Error Diagnosis of Deep Monocular Depth Estimation Models | Nov 15, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Online Mutual Adaptation of Deep Depth Prediction and Visual SLAM | Nov 7, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation | Oct 15, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries | Oct 13, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Modality-Guided Subnetwork for Salient Object Detection | Oct 10, 2021 | AttributeDepth Estimation | —Unverified | 0 |
| Estimating Image Depth in the Comics Domain | Oct 7, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Wavelet Feature Maps Compression for Low Bandwidth Convolutional Neural Networks | Sep 29, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Scale-aware direct monocular odometry | Sep 21, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR | Sep 20, 2021 | 3D Object DetectionDepth Completion | CodeCode Available | 1 |
| DenseLiDAR: A Real-Time Pseudo Dense Depth Guided Depth Completion Network | Aug 28, 2021 | 3D Object DetectionDepth Completion | —Unverified | 0 |
| Real-Time Monocular Human Depth Estimation and Segmentation on Embedded Systems | Aug 24, 2021 | Collision AvoidanceDecoder | CodeCode Available | 1 |
| A Hybrid Sparse-Dense Monocular SLAM System for Autonomous Driving | Aug 17, 2021 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks | Aug 10, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Consistent Depth of Moving Objects in Video | Aug 2, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| RigNet: Repetitive Image Guided Network for Depth Completion | Jul 29, 2021 | Depth CompletionDepth Estimation | —Unverified | 0 |
| Are conditional GANs explicitly conditional? | Jun 28, 2021 | Data AugmentationDepth Estimation | —Unverified | 0 |
| LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering | Jun 19, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Occlusion-aware Unsupervised Learning of Depth from 4-D Light Fields | Jun 6, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Single Image Depth Prediction with Wavelet Decomposition | Jun 3, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination | Jun 3, 2021 | Depth PredictionImage Relighting | CodeCode Available | 1 |