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
Theoretical Bounds for Optimized Doppler-Based Motion Detection in UHF-RFID Readers—0
Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning—0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
A Physics-Informed Deep Learning Model for MRI Brain Motion CorrectionCode0
STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny TargetsCode0
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary StudyCode0
Intelligent Video Recording Optimization using Activity Detection for Surveillance Systems—0
Highly efficient non-rigid registration in k-space with application to cardiac Magnetic Resonance ImagingCode0
neuROSym: Deployment and Evaluation of a ROS-based Neuro-Symbolic Model for Human Motion Prediction—0
Anomaly Detection Utilizing a Riemann Metric for Robust Myoelectric Pattern Recognition—0
Multi-Beam Integrated Sensing and Communication: State-of-the-Art, Challenges and Opportunities—0
Real-Time Motion Detection Using Dynamic Mode DecompositionCode0
TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit—0
Solution for Point Tracking Task of ICCV 1st Perception Test Challenge 2023—0
Event-Based Motion MagnificationCode2
TDE-3: An improved prior for optical flow computation in spiking neural networks—0
Deep Learning Approaches for Seizure Video Analysis: A Review—0
Non-Contact Breathing Rate Detection Using Optical Flow—0
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical FlowCode0
EGVD: Event-Guided Video DerainingCode0
Computational models of object motion detectors accelerated using FPGA technology—0
Learning heterogeneous delays in a layer of spiking neurons for fast motion detectionCode0
Human Motion Detection Based on Dual-Graph and Weighted Nuclear Norm Regularizations—0
Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study—0
A large-scale multimodal dataset of human speech recognition—0
Application Of ADNN For Background Subtraction In Smart Surveillance System—0
Deep Learning for Inertial Sensor Alignment—0
Self-sustaining Ultra-wideband Positioning System for Event-driven Indoor Localization—0
IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning—0
Spatio-Temporal Feedback Control of Small Target Motion Detection Visual System—0
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape CollectionsCode0
Wireless LAN sensing with smart antennas—0
Passive Motion Detection via mmWave Communication System—0
A Survey on Infrared Image and Video Sets—0
Optical Flow Based Motion Detection for Autonomous DrivingCode1
An exploration of the performances achievable by combining unsupervised background subtraction algorithms—0
Human Motion Detection Using Sharpened Dimensionality Reduction and Clustering—0
3D-FlowNet: Event-based optical flow estimation with 3D representation—0
Analysis of the Operation of Industrial Trucks based on Position Data—0
NeuroHSMD: Neuromorphic Hybrid Spiking Motion Detector—0
2D-Motion Detection using SNNs with Graphene-Insulator-Graphene Memristive Synapses—0
3D Lip Event Detection via Interframe Motion Divergence at Multiple Temporal Resolutions—0
Motion Detection using CSI from Raspberry Pi 4Code0
HSMD: An object motion detection algorithm using a Hybrid Spiking Neural Network Architecture—0
Robust Privacy-Preserving Motion Detection and Object Tracking in Encrypted Streaming Video—0
Markov Switching Model for Driver Behavior Prediction: Use cases on Smartphones—0
WiP Abstract : Robust Out-of-distribution Motion Detection and Localization in Autonomous CPS—0
A 60-GHz Radar Sensor for Micron-Scale Motion Detection—0
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving—0
Attention and Prediction Guided Motion Detection for Low-Contrast Small Moving Targets—0
Show:102550
← PrevPage 1 of 3Next →

Benchmark Results

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