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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
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-DesignCode1
Towards Light-weight and Real-time Line Segment DetectionCode1
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection SystemsCode1
Towards Streaming PerceptionCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
Scaled-YOLOv4: Scaling Cross Stage Partial NetworkCode1
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
YOLOv3: An Incremental ImprovementCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionCode1
RegionCLIP: Region-based Language-Image PretrainingCode1
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object DetectionCode1
BED: A Real-Time Object Detection System for Edge DevicesCode1
Optimizing Edge Offloading Decisions for Object DetectionCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged NetworksCode1
HIC-YOLOv5: Improved YOLOv5 For Small Object DetectionCode1
MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLOCode1
Non-deep NetworksCode1
Mask R-CNNCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
End-to-End Object Detection with TransformersCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
HarDNet: A Low Memory Traffic NetworkCode1
MnasNet: Platform-Aware Neural Architecture Search for MobileCode1
Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic GraspingCode1
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature LearningCode1
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
Liquid Leak Detection Using Thermal Images—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
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