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
UAV Images Dataset for Moving Object Detection from Moving CamerasCode1
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural NetworksCode1
Optical Flow Based Motion Detection for Autonomous DrivingCode1
Multimodal and multiview distillation for real-time player detection on a football fieldCode1
Anomalous Motion Detection on Highway Using Deep LearningCode0
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary StudyCode0
Learning heterogeneous delays in a layer of spiking neurons for fast motion detectionCode0
A Robust Road Vanishing Point Detection Adapted to the Real-World Driving ScenesCode0
Highly efficient non-rigid registration in k-space with application to cardiac Magnetic Resonance ImagingCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
Motion Detection using CSI from Raspberry Pi 4Code0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical FlowCode0
Multi-Class Model Fitting by Energy Minimization and Mode-SeekingCode0
Comparative study of motion detection methods for video surveillance systemsCode0
Development of a skateboarding trick classifier using accelerometry and machine learningCode0
Real-Time Motion Detection Using Dynamic Mode DecompositionCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian ModelsCode0
STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny TargetsCode0
EGVD: Event-Guided Video DerainingCode0
An Intelligent Non-Invasive Real Time Human Activity Recognition System for Next-Generation Healthcare—0
Automatic detection of moving objects in video surveillance—0
Automated Analysis of Femoral Artery Calcification Using Machine Learning Techniques—0
An exploration of the performances achievable by combining unsupervised background subtraction algorithms—0
Can Transfer Entropy Infer Information Flow in Neuronal Circuits for Cognitive Processing?—0
Change Detection under Global Viewpoint Uncertainty—0
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving—0
A Survey on Infrared Image and Video Sets—0
A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
An Efficient Optical Flow Based Motion Detection Method for Non-stationary Scenes—0
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit—0
A Robust Visual System for Small Target Motion Detection Against Cluttered Moving Backgrounds—0
Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets—0
Action and intention recognition of pedestrians in urban traffic—0
3D Lip Event Detection via Interframe Motion Divergence at Multiple Temporal Resolutions—0
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study—0
Evolution leads to a diversity of motion-detection neuronal circuits—0
Event-based Moving Object Detection and Tracking—0
A Robust Background Initialization Algorithm with Superpixel Motion Detection—0
Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT—0
Application Of ADNN For Background Subtraction In Smart Surveillance System—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
Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds—0
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture—0
Analysis of the Operation of Industrial Trucks based on Position Data—0
Show:102550
← PrevPage 1 of 3Next →

Benchmark Results

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