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

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Showing 76–100 of 101 papers

TitleStatusHype
Multiple-object tracking in cluttered and crowded public spaces—0
Multi-Scale Saliency Detection using Dictionary Learning—0
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector—0
neuROSym: Deployment and Evaluation of a ROS-based Neuro-Symbolic Model for Human Motion Prediction—0
Non-Contact Breathing Rate Detection Using Optical Flow—0
On a spatial-temporal decomposition of the optical flow—0
Passive Motion Detection via mmWave Communication System—0
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical FlowCode0
Development of a skateboarding trick classifier using accelerometry and machine learningCode0
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary StudyCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny TargetsCode0
EGVD: Event-Guided Video DerainingCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
Comparative study of motion detection methods for video surveillance systemsCode0
Learning heterogeneous delays in a layer of spiking neurons for fast motion detectionCode0
Real-Time Motion Detection Using Dynamic Mode DecompositionCode0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian ModelsCode0
Motion Detection using CSI from Raspberry Pi 4Code0
Highly efficient non-rigid registration in k-space with application to cardiac Magnetic Resonance ImagingCode0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
Anomalous Motion Detection on Highway Using Deep LearningCode0
Multi-Class Model Fitting by Energy Minimization and Mode-SeekingCode0
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Benchmark Results

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