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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 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 Driving—0
3D Lip Event Detection via Interframe Motion Divergence at Multiple Temporal Resolutions—0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving—0
Learning-Based Quality Control for Cardiac MR Images—0
Intelligent Video Recording Optimization using Activity Detection for Surveillance Systems—0
Action and intention recognition of pedestrians in urban traffic—0
An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes—0
An exploration of the performances achievable by combining unsupervised background subtraction algorithms—0
An Intelligent Non-Invasive Real Time Human Activity Recognition System for Next-Generation Healthcare—0
Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones—0
Human Motion Detection Using Sharpened Dimensionality Reduction and Clustering—0
Human Motion Detection Based on Dual-Graph and Weighted Nuclear Norm Regularizations—0
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning—0
3D-FlowNet: Event-based optical flow estimation with 3D representation—0
Application Of ADNN For Background Subtraction In Smart Surveillance System—0
A Robust Background Initialization Algorithm with Superpixel Motion Detection—0
Abrupt Motion Tracking via Nearest Neighbor Field Driven Stochastic Sampling—0
Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets—0
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
A Survey on Infrared Image and Video Sets—0
Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques—0
Automatic detection of moving objects in video surveillance—0
Can Transfer Entropy Infer Information Flow in Neuronal Circuits for Cognitive Processing?—0
Change Detection under Global Viewpoint Uncertainty—0
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos—0
Deep Learning Approaches for Seizure Video Analysis: A Review—0
Anomaly Detection Utilizing a Riemann Metric for Robust Myoelectric Pattern Recognition—0
Computational models of object motion detectors accelerated using FPGA technology—0
A Novel Motion Detection Method Resistant to Severe Illumination Changes—0
A large-scale multimodal dataset of human speech recognition—0
Any Motion Detector: Learning Class-agnostic Scene Dynamics from a Sequence of LiDAR Point Clouds—0
A Time-Delay Feedback Neural Network for Discriminating Small, Fast-Moving Targets in Complex Dynamic Environments—0
Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds—0
Analysis of the Operation of Industrial Trucks based on Position Data—0
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT—0
A Feedback Neural Network for Small Target Motion Detection in Cluttered Backgrounds—0
Event-based Moving Object Detection and Tracking—0
Evolution leads to a diversity of motion-detection neuronal circuits—0
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study—0
“Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels—0
Geometric Change Detection in Digital Twins using 3D Machine Learning—0
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds—0
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture—0
A 60-GHz Radar Sensor for Micron-Scale Motion Detection—0
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Benchmark Results

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