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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 51–100 of 259 papers

TitleStatusHype
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUsCode1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object DetectionCode1
YOLO9000: Better, Faster, StrongerCode1
Understanding Object Detection Through An Adversarial LensCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
Towards Light-weight and Real-time Line Segment DetectionCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection SystemsCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and MethodCode1
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature LearningCode1
End-to-End Object Detection with TransformersCode1
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Scaled-YOLOv4: Scaling Cross Stage Partial NetworkCode1
HIC-YOLOv5: Improved YOLOv5 For Small Object DetectionCode1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
BED: A Real-Time Object Detection System for Edge DevicesCode1
Non-deep NetworksCode1
Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic GraspingCode1
Optimizing Edge Offloading Decisions for Object DetectionCode1
HarDNet: A Low Memory Traffic NetworkCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
RegionCLIP: Region-based Language-Image PretrainingCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLOCode1
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged NetworksCode1
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object DetectionCode1
Detection of Rail Line Track and Human Beings Near the Track to Avoid Accidents—0
Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms—0
A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting—0
Deriving star cluster parameters with convolutional neural networks. II. Extinction and cluster/background classification—0
AU-AIR: A Multi-modal Unmanned Aerial Vehicle Dataset for Low Altitude Traffic Surveillance—0
Multiple receptive fields and small-object-focusing weakly-supervised segmentation network for fast object detection—0
A Convolutional Neural Network based Live Object Recognition System as Blind Aid—0
3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation—0
Deep SCNN-based Real-time Object Detection for Self-driving Vehicles Using LiDAR Temporal Data—0
ATLASv2: LLM-Guided Adaptive Landmark Acquisition and Navigation on the Edge—0
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images—0
Dataset and Benchmarking of Real-Time Embedded Object Detection for RoboCup SSL—0
Asymmetric Pruning for Learning Cascade Detectors—0
A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets—0
ARTOS -- Adaptive Real-Time Object Detection System—0
A Comprehensive Study of Real-Time Object Detection Networks Across Multiple Domains: A Survey—0
2D Object Detection: A Survey—0
Globally-scalable Automated Target Recognition (GATR)—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
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