| Learning Optical Flow With Kernel Patch Attention | Jan 1, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 |
| Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue | Dec 15, 2021 | Depth EstimationMotion Estimation | CodeCode Available | 1 |
| EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices | Dec 14, 2021 | Motion Estimation | CodeCode Available | 1 |
| Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos | Nov 29, 2021 | 3D ReconstructionDeblurring | CodeCode Available | 1 |
| FabricFlowNet: Bimanual Cloth Manipulation with a Flow-based Policy | Nov 10, 2021 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| Optical Flow Estimation for Spiking Camera | Oct 8, 2021 | Event-based visionMotion Estimation | CodeCode Available | 1 |
| Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images | Sep 30, 2021 | AnatomyMotion Estimation | CodeCode Available | 1 |
| AirDOS: Dynamic SLAM benefits from Articulated Objects | Sep 21, 2021 | Camera Pose EstimationMotion Estimation | CodeCode Available | 1 |
| Unsupervised Monocular Depth Perception: Focusing on Moving Objects | Aug 30, 2021 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| Exploring Simple 3D Multi-Object Tracking for Autonomous Driving | Aug 23, 2021 | 3D Multi-Object TrackingAutonomous Driving | CodeCode Available | 1 |
| Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes | Aug 23, 2021 | DeblurringMotion Compensation | CodeCode Available | 1 |
| Asymmetric Bilateral Motion Estimation for Video Frame Interpolation | Aug 15, 2021 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 |
| HOME: Heatmap Output for future Motion Estimation | May 23, 2021 | Motion EstimationMotion Forecasting | CodeCode Available | 1 |
| FVC: A New Framework towards Deep Video Compression in Feature Space | May 20, 2021 | Motion CompensationMotion Estimation | CodeCode Available | 1 |
| 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface | May 5, 2021 | Motion Estimation | CodeCode Available | 1 |
| Motion Vector Extrapolation for Video Object Detection | Apr 18, 2021 | CPUGPU | CodeCode Available | 1 |
| Self-Supervised Pillar Motion Learning for Autonomous Driving | Apr 18, 2021 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks | Apr 1, 2021 | Depth EstimationMotion Estimation | CodeCode Available | 1 |
| Finding Geometric Models by Clustering in the Consensus Space | Mar 25, 2021 | ClusteringMotion Estimation | CodeCode Available | 1 |
| Spatiotemporal Registration for Event-based Visual Odometry | Mar 10, 2021 | Motion EstimationVisual Odometry | CodeCode Available | 1 |
| A Pose-only Solution to Visual Reconstruction and Navigation | Mar 2, 2021 | 3D Scene ReconstructionComputational Efficiency | CodeCode Available | 1 |
| Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition | Mar 2, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Scalable Scene Flow from Point Clouds in the Real World | Mar 1, 2021 | Autonomous VehiclesMotion Estimation | CodeCode Available | 1 |
| Self-Supervised Depth and Ego-Motion Estimation for Monocular Thermal Video Using Multi-Spectral Consistency Loss | Mar 1, 2021 | Motion EstimationSelf-Supervised Learning | CodeCode Available | 1 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 |
| MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization | Jan 17, 2021 | Motion EstimationMotion Segmentation | CodeCode Available | 1 |
| A general framework for modeling and dynamic simulation of multibody systems using factor graphs | Jan 8, 2021 | Motion Estimation | CodeCode Available | 1 |
| CNN-based Ego-Motion Estimation for Fast MAV Maneuvers | Jan 6, 2021 | GPUMotion Estimation | CodeCode Available | 1 |
| DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition | Nov 17, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Unsupervised Learning of Depth and Ego-Motion from Cylindrical Panoramic Video with Applications for Virtual Reality | Oct 14, 2020 | Depth EstimationMotion Estimation | CodeCode Available | 1 |
| Exposure Trajectory Recovery from Motion Blur | Oct 6, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
| Entropy Minimisation Framework for Event-based Vision Model Estimation | Aug 1, 2020 | Event-based visionMotion Compensation | CodeCode Available | 1 |
| BMBC: Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation | Aug 1, 2020 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 |
| Robust Ego and Object 6-DoF Motion Estimation and Tracking | Jul 28, 2020 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach | Jul 25, 2020 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 |
| BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation | Jul 17, 2020 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 |
| A Multi-spectral Dataset for Evaluating Motion Estimation Systems | Jul 1, 2020 | Motion EstimationStereo Matching | CodeCode Available | 1 |
| Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution | Jun 15, 2020 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| Deep Shutter Unrolling Network | Jun 1, 2020 | DecoderMotion Estimation | CodeCode Available | 1 |
| Self-Learning Video Rain Streak Removal: When Cyclic Consistency Meets Temporal Correspondence | Jun 1, 2020 | Motion EstimationRain Removal | CodeCode Available | 1 |
| DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation | May 14, 2020 | 3D ReconstructionFacial Expression Recognition | CodeCode Available | 1 |
| Vid2Curve: Simultaneous Camera Motion Estimation and Thin Structure Reconstruction from an RGB Video | May 7, 2020 | Camera Pose EstimationMotion Estimation | CodeCode Available | 1 |
| Deep Orientation Uncertainty Learning based on a Bingham Loss | May 1, 2020 | Motion EstimationPose Estimation | CodeCode Available | 1 |
| Channel Attention Is All You Need for Video Frame Interpolation | Apr 3, 2020 | AllMotion Estimation | CodeCode Available | 1 |
| Deep Blind Video Super-resolution | Mar 10, 2020 | Image DeconvolutionImage Restoration | CodeCode Available | 1 |
| DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos | Mar 3, 2020 | Autonomous DrivingMonocular Depth Estimation | CodeCode Available | 1 |
| MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic Navigation | Mar 2, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry | Mar 2, 2020 | 3D geometryAutonomous Driving | CodeCode Available | 1 |
| Self-Supervised Linear Motion Deblurring | Feb 10, 2020 | DeblurringImage Deblurring | CodeCode Available | 1 |
