SOTAVerified

Motion Detection

Motion Detection is a process to detect the presence of any moving entity in an area of interest. Motion Detection is of great importance due to its application in various areas such as surveillance and security, smart homes, and health monitoring.

Source: Different Approaches for Human Activity Recognition– A Survey

Papers

Showing 150 of 101 papers

TitleStatusHype
Event-Based Motion MagnificationCode2
Optical Flow Based Motion Detection for Autonomous DrivingCode1
Multimodal and multiview distillation for real-time player detection on a football fieldCode1
UAV Images Dataset for Moving Object Detection from Moving CamerasCode1
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural NetworksCode1
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving0
3D Lip Event Detection via Interframe Motion Divergence at Multiple Temporal Resolutions0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving0
Learning-Based Quality Control for Cardiac MR Images0
Intelligent Video Recording Optimization using Activity Detection for Surveillance Systems0
Action and intention recognition of pedestrians in urban traffic0
An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes0
An exploration of the performances achievable by combining unsupervised background subtraction algorithms0
An Intelligent Non-Invasive Real Time Human Activity Recognition System for Next-Generation Healthcare0
Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones0
Human Motion Detection Using Sharpened Dimensionality Reduction and Clustering0
Human Motion Detection Based on Dual-Graph and Weighted Nuclear Norm Regularizations0
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning0
3D-FlowNet: Event-based optical flow estimation with 3D representation0
Application Of ADNN For Background Subtraction In Smart Surveillance System0
A Robust Background Initialization Algorithm with Superpixel Motion Detection0
Abrupt Motion Tracking via Nearest Neighbor Field Driven Stochastic Sampling0
Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets0
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit0
A Survey on Infrared Image and Video Sets0
Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques0
Automatic detection of moving objects in video surveillance0
Can Transfer Entropy Infer Information Flow in Neuronal Circuits for Cognitive Processing?0
Change Detection under Global Viewpoint Uncertainty0
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos0
Deep Learning Approaches for Seizure Video Analysis: A Review0
Anomaly Detection Utilizing a Riemann Metric for Robust Myoelectric Pattern Recognition0
Computational models of object motion detectors accelerated using FPGA technology0
A Novel Motion Detection Method Resistant to Severe Illumination Changes0
A large-scale multimodal dataset of human speech recognition0
Any Motion Detector: Learning Class-agnostic Scene Dynamics from a Sequence of LiDAR Point Clouds0
A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments0
Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds0
Analysis of the Operation of Industrial Trucks based on Position Data0
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT0
A Feedback Neural Network for Small Target Motion Detection in Cluttered Backgrounds0
Event-based Moving Object Detection and Tracking0
Evolution leads to a diversity of motion-detection neuronal circuits0
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study0
“Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels0
Geometric Change Detection in Digital Twins using 3D Machine Learning0
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds0
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture0
A 60-GHz Radar Sensor for Micron-Scale Motion Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1FastFlowNet (Kitti)F1 (%)92.9Unverified
2Raft (Kitti)F1 (%)89.5Unverified