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Real-Time Object Detection

Real-Time Object Detection is a computer vision task that involves identifying and locating objects of interest in real-time video sequences with fast inference while maintaining a base level of accuracy.

This is typically solved using algorithms that combine object detection and tracking techniques to accurately detect and track objects in real-time. They use a combination of feature extraction, object proposal generation, and classification to detect and localize objects of interest.

( Image credit: CenterNet )

Papers

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Showing 101–150 of 259 papers

TitleStatusHype
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU ComputersCode0
R-FCN: Object Detection via Region-based Fully Convolutional NetworksCode0
Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating RoomCode0
CornerNet-Lite: Efficient Keypoint Based Object DetectionCode0
YOLOSA: Object detection based on 2D local feature superimposed self-attentionCode0
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
R-TOD: Real-Time Object Detector with Minimized End-to-End Delay for Autonomous DrivingCode0
Fast and accurate object detection in high resolution 4K and 8K video using GPUsCode0
PVANet: Lightweight Deep Neural Networks for Real-time Object DetectionCode0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
DaDe: Delay-adaptive Detector for Streaming PerceptionCode0
Relief R-CNN : Utilizing Convolutional Features for Fast Object DetectionCode0
Receptive Field Block Net for Accurate and Fast Object DetectionCode0
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV ApplicationsCode0
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute MechanismCode0
Network transferability of adversarial patches in real-time object detectionCode0
Help the Blind See: Assistance for the Visually Impaired through Augmented Acoustic SimulationCode0
PVANET: Deep but Lightweight Neural Networks for Real-time Object DetectionCode0
Domain Adaptable Fine-Tune Distillation Framework For Advancing Farm SurveillanceCode0
DroNet: Efficient convolutional neural network detector for real-time UAV applicationsCode0
SpineNet: Learning Scale-Permuted Backbone for Recognition and LocalizationCode0
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous DrivingCode0
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object DetectionCode0
Attentional PointNet for 3D-Object Detection in Point CloudsCode0
F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point CloudsCode0
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input ImageCode0
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in VideoCode0
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object DetectionCode0
Parallel Detection for Efficient Video Analytics at the EdgeCode0
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural NetworkCode0
PP-YOLOv2: A Practical Object DetectorCode0
BlitzNet: A Real-Time Deep Network for Scene UnderstandingCode0
Performance Evaluation of Real-Time Object Detection for Electric ScootersCode0
Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic CamerasCode0
Training-Time-Friendly Network for Real-Time Object DetectionCode0
Real-Time Indoor Object Detection based on hybrid CNN-Transformer Approach—0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection—0
Efficient Object Detection Model for Real-Time UAV Applications—0
A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking—0
2D Object Detection: A Survey—0
3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation—0
A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps—0
Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search—0
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS—0
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey—0
A Convolutional Neural Network based Live Object Recognition System as Blind Aid—0
Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms—0
A Decade of You Only Look Once (YOLO) for Object Detection—0
A Fast HOG Descriptor Using Lookup Table and Integral Image—0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design—0
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