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Motion Estimation

Motion Estimation is used to determine the block-wise or pixel-wise motion vectors between two frames.

Source: MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement

Papers

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Showing 1–50 of 741 papers

TitleStatusHype
DINO-VO: A Feature-based Visual Odometry Leveraging a Visual Foundation Model—0
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term TrackingCode1
EndoMUST: Monocular Depth Estimation for Robotic Endoscopy via End-to-end Multi-step Self-supervised TrainingCode1
Uncertainty-Driven Radar-Inertial Fusion for Instantaneous 3D Ego-Velocity Estimation—0
Spatio-Temporal State Space Model For Efficient Event-Based Optical FlowCode1
Quanta Diffusion—0
Object-centric 3D Motion Field for Robot Learning from Human Videos—0
SpatialScore: Towards Unified Evaluation for Multimodal Spatial UnderstandingCode2
Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models—0
UMotion: Uncertainty-driven Human Motion Estimation from Inertial and Ultra-wideband UnitsCode1
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation—0
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation—0
TeGA: Texture Space Gaussian Avatars for High-Resolution Dynamic Head Modeling—0
TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion—0
GENMO: A GENeralist Model for Human MOtion—0
Self-Supervised Monocular Visual Drone Model Identification through Improved Occlusion Handling—0
Quantitative evaluation of brain-inspired vision sensors in high-speed robotic perception—0
Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Cameras—0
Iterative Event-based Motion Segmentation by Variational Contrast MaximizationCode0
E-VLC: A Real-World Dataset for Event-based Visible Light Communication And Localization—0
SSD-Poser: Avatar Pose Estimation with State Space Duality from Sparse Observations—0
Event-Enhanced Blurry Video Super-ResolutionCode3
Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor GraphsCode2
REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning—0
Simultaneous Motion And Noise Estimation with Event CamerasCode0
Optimizing 4D Gaussians for Dynamic Scene Video from Single Landscape ImagesCode1
Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization—0
L-LBVC: Long-Term Motion Estimation and Prediction for Learned Bi-Directional Video Compression—0
Improved Motion Plane Adaptive 360-Degree Video Compression Using Affine Motion Models—0
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals—0
Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image—0
Splat-LOAM: Gaussian Splatting LiDAR Odometry and MappingCode2
SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments—0
GIFT: Generated Indoor video frames for Texture-less point tracking—0
EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation—0
Residual Learning and Filtering Networks for End-to-End Lossless Video Compression—0
Geometry-Constrained Monocular Scale Estimation Using Semantic Segmentation for Dynamic Scenes—0
ReynoldsFlow: Exquisite Flow Estimation via Reynolds Transport TheoremCode0
A Survey of Representation Learning, Optimization Strategies, and Applications for Omnidirectional Vision—0
Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep LearningCode0
Low Resource Video Super-resolution using Memory and Residual Deformable Convolutions—0
Image-Space Gridding for Nonrigid Motion-Corrected MR Image Reconstruction—0
Efficient Video Neural Network Processing Based on Motion Estimation—0
Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy VideoCode2
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking—0
Event-based vision for egomotion estimation using precise event timing—0
CorrDiff: Adaptive Delay-aware Detector with Temporal Cue Inputs for Real-time Object Detection—0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
Joint Optimization for 4D Human-Scene Reconstruction in the Wild—0
AR4D: Autoregressive 4D Generation from Monocular Videos—0
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