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 125 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
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural NetworksCode1
UAV Images Dataset for Moving Object Detection from Moving CamerasCode1
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep LearningCode0
Unsupervised Online Video Object Segmentation with Motion Property UnderstandingCode0
Learning heterogeneous delays in a layer of spiking neurons for fast motion detectionCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
Motion Detection using CSI from Raspberry Pi 4Code0
Real-Time Motion Detection Using Dynamic Mode DecompositionCode0
STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny TargetsCode0
EGVD: Event-Guided Video DerainingCode0
Comparative study of motion detection methods for video surveillance systemsCode0
Anomalous Motion Detection on Highway Using Deep LearningCode0
Development of a skateboarding trick classifier using accelerometry and machine learningCode0
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary StudyCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
Highly efficient non-rigid registration in k-space with application to cardiac Magnetic Resonance ImagingCode0
An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian ModelsCode0
A Robust Road Vanishing Point Detection Adapted to the Real-World Driving ScenesCode0
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical FlowCode0
Multi-Class Model Fitting by Energy Minimization and Mode-SeekingCode0
An Intelligent Non-Invasive Real Time Human Activity Recognition System for Next-Generation Healthcare0
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Benchmark Results

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