| Instance-wise Depth and Motion Learning from Monocular Videos | Dec 19, 2019 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices | Dec 14, 2021 | Motion Estimation | CodeCode Available | 1 | 5 |
| Event-Based Visual Odometry on Non-Holonomic Ground Vehicles | Jan 17, 2024 | Event-based Motion EstimationMotion Estimation | CodeCode Available | 1 | 5 |
| JNMR: Joint Non-linear Motion Regression for Video Frame Interpolation | Jun 9, 2022 | Motion Estimationregression | CodeCode Available | 1 | 5 |
| Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation | Feb 5, 2023 | Motion Estimation | CodeCode Available | 1 | 5 |
| Channel Attention Is All You Need for Video Frame Interpolation | Apr 3, 2020 | AllMotion Estimation | CodeCode Available | 1 | 5 |
| Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss | Oct 15, 2024 | Motion Estimation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions | Jan 27, 2022 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 | 5 |
| Learning-based Localizability Estimation for Robust LiDAR Localization | Mar 11, 2022 | Motion Estimation | CodeCode Available | 1 | 5 |
| Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature | Apr 3, 2022 | Image-to-Image TranslationMotion Estimation | CodeCode Available | 1 | 5 |
| CNN-based Ego-Motion Estimation for Fast MAV Maneuvers | Jan 6, 2021 | GPUMotion Estimation | CodeCode Available | 1 | 5 |
| Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow | Jan 15, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Learning Optical Flow With Kernel Patch Attention | Jan 1, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| CUAHN-VIO: Content-and-Uncertainty-Aware Homography Network for Visual-Inertial Odometry | Aug 30, 2022 | Motion EstimationNavigate | CodeCode Available | 1 | 5 |
| Learning to Estimate and Refine Fluid Motion with Physical Dynamics | Jun 21, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| MVP: Unified Motion and Visual Self-Supervised Learning for Large-Scale Robotic Navigation | Mar 2, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 | 5 |
| Motion Vector Extrapolation for Video Object Detection | Apr 18, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| 4D Myocardium Reconstruction with Decoupled Motion and Shape Model | Aug 27, 2023 | 4D reconstructionMotion Estimation | CodeCode Available | 1 | 5 |
| MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI | Sep 14, 2024 | Motion Estimation | CodeCode Available | 1 | 5 |
| Micro Expression Generation with Thin-plate Spline Motion Model and Face Parsing | Oct 10, 2022 | Face ParsingMicro-expression Generation | CodeCode Available | 1 | 5 |
| Motion-from-Blur: 3D Shape and Motion Estimation of Motion-blurred Objects in Videos | Nov 29, 2021 | 3D ReconstructionDeblurring | CodeCode Available | 1 | 5 |
| A Pose-only Solution to Visual Reconstruction and Navigation | Mar 2, 2021 | 3D Scene ReconstructionComputational Efficiency | CodeCode Available | 1 | 5 |
| Minimum Latency Deep Online Video Stabilization | Dec 5, 2022 | Motion EstimationVideo Stabilization | CodeCode Available | 1 | 5 |
| Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring | Apr 19, 2024 | DeblurringMotion Estimation | CodeCode Available | 1 | 5 |
| Consistent and Asymptotically Statistically-Efficient Solution to Camera Motion Estimation | Mar 2, 2024 | CPUMotion Estimation | CodeCode Available | 1 | 5 |
| MultiBodySync: Multi-Body Segmentation and Motion Estimation via 3D Scan Synchronization | Jan 17, 2021 | Motion EstimationMotion Segmentation | CodeCode Available | 1 | 5 |
| Deep Orientation Uncertainty Learning based on a Bingham Loss | May 1, 2020 | Motion EstimationPose Estimation | CodeCode Available | 1 | 5 |
| DeepPhys: Video-Based Physiological Measurement Using Convolutional Attention Networks | May 21, 2018 | Motion Estimation | CodeCode Available | 1 | 5 |
| Efficient Feature Extraction for High-resolution Video Frame Interpolation | Nov 25, 2022 | 4kDimensionality Reduction | CodeCode Available | 1 | 5 |
| DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition | Nov 17, 2020 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 | 5 |
| Deep Shutter Unrolling Network | Jun 1, 2020 | DecoderMotion Estimation | CodeCode Available | 1 | 5 |
| DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning | Sep 25, 2023 | Deep LearningMotion Estimation | CodeCode Available | 1 | 5 |
| Crowdsourced 3D Mapping: A Combined Multi-View Geometry and Self-Supervised Learning Approach | Jul 25, 2020 | Autonomous DrivingMotion Estimation | CodeCode Available | 1 | 5 |
| DEFLOW: Self-supervised 3D Motion Estimation of Debris Flow | Apr 5, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution | Jun 15, 2020 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 | 5 |
| D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction | May 2, 2022 | Motion CompensationMotion Estimation | CodeCode Available | 1 | 5 |
| A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework | Dec 14, 2022 | Event-based Motion EstimationEvent-based vision | CodeCode Available | 1 | 5 |
| Oflib: Facilitating Operations with and on Optical Flow Fields in Python | Oct 11, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and Tracking | Mar 29, 2023 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 | 5 |
| Distracting Downpour: Adversarial Weather Attacks for Motion Estimation | May 11, 2023 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes | Aug 23, 2021 | DeblurringMotion Compensation | CodeCode Available | 1 | 5 |
| Deep Blind Video Super-resolution | Mar 10, 2020 | Image DeconvolutionImage Restoration | CodeCode Available | 1 | 5 |
| Asymmetric Bilateral Motion Estimation for Video Frame Interpolation | Aug 15, 2021 | Motion EstimationVideo Frame Interpolation | CodeCode Available | 1 | 5 |
| EndoMUST: Monocular Depth Estimation for Robotic Endoscopy via End-to-end Multi-step Self-supervised Training | Jun 19, 2025 | Depth EstimationIntrinsic Image Decomposition | CodeCode Available | 1 | 5 |
| DeepFaceFlow: In-the-wild Dense 3D Facial Motion Estimation | May 14, 2020 | 3D ReconstructionFacial Expression Recognition | CodeCode Available | 1 | 5 |
| End-to-End Rate-Distortion Optimized Learned Hierarchical Bi-Directional Video Compression | Dec 17, 2021 | Motion EstimationMS-SSIM | CodeCode Available | 1 | 5 |
| On the Benefits of Visual Stabilization for Frame- and Event-based Perception | Aug 28, 2024 | Event-based visionMotion Estimation | CodeCode Available | 1 | 5 |
| Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue | Dec 15, 2021 | Depth EstimationMotion Estimation | CodeCode Available | 1 | 5 |
