| Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches | Oct 20, 2015 | Binary ClassificationStereo Matching | CodeCode Available | 1 | 5 |
| Pyramid Stereo Matching Network | Mar 23, 2018 | Depth EstimationOmnnidirectional Stereo Depth Estimation | CodeCode Available | 1 | 5 |
| Group-wise Correlation Stereo Network | Mar 10, 2019 | Autonomous DrivingStereo Matching | CodeCode Available | 1 | 5 |
| Learning Monocular Depth by Distilling Cross-domain Stereo Networks | Aug 20, 2018 | Autonomous DrivingDepth Estimation | CodeCode Available | 0 | 5 |
| Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching | Aug 30, 2017 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Learning monocular depth estimation infusing traditional stereo knowledge | Apr 8, 2019 | Depth EstimationImage Generation | CodeCode Available | 0 | 5 |
| CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation | Apr 5, 2018 | Disparity EstimationStereo Matching | CodeCode Available | 0 | 5 |
| OmniMVS: End-to-End Learning for Omnidirectional Stereo Matching | Aug 17, 2019 | DecoderDepth Estimation | CodeCode Available | 0 | 5 |
| Road surface 3d reconstruction based on dense subpixel disparity map estimation | Jul 5, 2018 | 3D ReconstructionComputational Efficiency | CodeCode Available | 0 | 5 |
| Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains | Mar 18, 2018 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching | Sep 9, 2019 | Disparity Estimationregression | CodeCode Available | 0 | 5 |
| Single View Stereo Matching | Mar 7, 2018 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 | 5 |
| Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence | May 22, 2019 | Optical Flow EstimationScene Understanding | CodeCode Available | 0 | 5 |
| Cross-Scale Cost Aggregation for Stereo Matching | Mar 3, 2014 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Hierarchical Discrete Distribution Decomposition for Match Density Estimation | Dec 15, 2018 | Density EstimationOptical Flow Estimation | CodeCode Available | 0 | 5 |
| Efficient Deep Learning for Stereo Matching | Jun 1, 2016 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Learning for Disparity Estimation through Feature Constancy | Dec 4, 2017 | Disparity EstimationStereo Matching | CodeCode Available | 0 | 5 |
| Noise-Aware Unsupervised Deep Lidar-Stereo Fusion | Apr 8, 2019 | 3D geometryDepth Completion | CodeCode Available | 0 | 5 |
| Binary Stereo Matching | Feb 10, 2014 | Computational EfficiencyStereo Matching | CodeCode Available | 0 | 5 |
| Real-Time Variational Fisheye Stereo without Rectification and Undistortion | Sep 17, 2019 | Autonomous DrivingStereo Matching | CodeCode Available | 0 | 5 |
| Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling | Dec 14, 2016 | Disparity EstimationStereo Matching | CodeCode Available | 0 | 5 |
| Unsupervised Cross-spectral Stereo Matching by Learning to Synthesize | Mar 4, 2019 | Image-to-Image TranslationStereo Matching | CodeCode Available | 0 | 5 |
| Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning | Dec 31, 2016 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction | Jul 24, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 0 | 5 |
| 3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization | Apr 5, 2019 | Depth CompletionStereo-LiDAR Fusion | CodeCode Available | 0 | 5 |
| Computing the Stereo Matching Cost with a Convolutional Neural Network | Sep 15, 2014 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Real-Time Dense Stereo Matching With ELAS on FPGA Accelerated Embedded Devices | Feb 20, 2018 | CPUStereo Matching | CodeCode Available | 0 | 5 |
| Continuous 3D Label Stereo Matching using Local Expansion Moves | Mar 28, 2016 | Patch MatchingStereo Matching | CodeCode Available | 0 | 5 |
| OpenCL-based FPGA accelerator for disparity map generation with stereoscopic event cameras | Mar 8, 2019 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation | Apr 12, 2019 | Optical Flow EstimationScene Flow Estimation | CodeCode Available | 0 | 5 |
| DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras | Sep 26, 2018 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Extending Monocular Visual Odometry to Stereo Camera Systems by Scale Optimization | May 29, 2019 | Monocular Visual OdometryStereo Matching | CodeCode Available | 0 | 5 |
| DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch | Sep 12, 2019 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Guided Stereo Matching | May 24, 2019 | Stereo MatchingStereo Matching Hand | CodeCode Available | 0 | 5 |
| Learning Depth with Convolutional Spatial Propagation Network | Oct 4, 2018 | Depth CompletionDepth Estimation | CodeCode Available | 0 | 5 |
| DeepV2D: Video to Depth with Differentiable Structure from Motion | Dec 11, 2018 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 0 | 5 |
| CV-HAZOP: Introducing Test Data Validation for Computer Vision | Dec 1, 2015 | Stereo MatchingStereo Matching Hand | —Unverified | 0 | 0 |
| AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks | Apr 19, 2019 | Disparity EstimationStereo Disparity Estimation | —Unverified | 0 | 0 |
| Confidence Inference for Focused Learning in Stereo Matching | Sep 25, 2018 | Stereo MatchingStereo Matching Hand | —Unverified | 0 | 0 |
| A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching | Aug 2, 2017 | 3D ReconstructionStereo Matching | —Unverified | 0 | 0 |
| 3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model | Mar 20, 2018 | Denoisinggraph construction | —Unverified | 0 | 0 |
| CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching | May 17, 2019 | Autonomous DrivingStereo Matching | —Unverified | 0 | 0 |
| DSVO: Direct Stereo Visual Odometry | Sep 19, 2018 | Monocular Visual OdometryStereo Matching | —Unverified | 0 | 0 |
| DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios | Jun 1, 2019 | Autonomous DrivingStereo Matching | —Unverified | 0 | 0 |
| CATS: A Color and Thermal Stereo Benchmark | Jul 1, 2017 | Stereo MatchingStereo Matching Hand | —Unverified | 0 | 0 |
| A Deep Visual Correspondence Embedding Model for Stereo Matching Costs | Dec 1, 2015 | Stereo MatchingStereo Matching Hand | —Unverified | 0 | 0 |
| Fully Parallel Architecture for Semi-global Stereo Matching with Refined Rank Method | May 7, 2019 | Stereo MatchingStereo Matching Hand | —Unverified | 0 | 0 |
| Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space | Jun 1, 2013 | Computational EfficiencyOptical Flow Estimation | —Unverified | 0 | 0 |
| Direct Monocular Odometry Using Points and Lines | Mar 19, 2017 | State EstimationStereo Matching | —Unverified | 0 | 0 |
| Direction Matters: Depth Estimation With a Surface Normal Classifier | Jun 1, 2015 | Depth EstimationStereo Matching | —Unverified | 0 | 0 |