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Object Detection

Papers

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Showing 5901–5950 of 10957 papers

TitleStatusHype
Investigating the Challenges of Class Imbalance and Scale Variation in Object Detection in Aerial Images—0
Comparative study of 3D object detection frameworks based on LiDAR data and sensor fusion techniques—0
StandardSim: A Synthetic Dataset For Retail Environments—0
ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic MaskingCode1
Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding—0
VOS: Learning What You Don't Know by Virtual Outlier SynthesisCode2
Automotive Parts Assessment: Applying Real-time Instance-Segmentation Models to Identify Vehicle Parts—0
Decoupled IoU Regression for Object Detection—0
Point Cloud Compression for Efficient Data Broadcasting: A Performance Comparison—0
Access Control of Object Detection Models Using Encrypted Feature Maps—0
Semi-supervised 3D Object Detection via Temporal Graph Neural Networks—0
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated SemanticsCode1
Recognition-Aware Learned Image Compression—0
Interactron: Embodied Adaptive Object DetectionCode1
AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning—0
Reducing the Amount of Real World Data for Object Detector Training with Synthetic Data—0
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy—0
Object detection in satellite images by faster R-CNN incorporated with enhanced ROI pooling (FrRNet-ERoI) framework—0
The KFIoU Loss for Rotated Object DetectionCode2
Mobile Robot Manipulation using Pure Object DetectionCode1
Learning Proximal Operators to Discover Multiple OptimaCode0
Infrastructure-Based Object Detection and Tracking for Cooperative Driving Automation: A Survey—0
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETRCode2
A tomographic workflow to enable deep learning for X-ray based foreign object detectionCode0
RelTR: Relation Transformer for Scene Graph GenerationCode2
ASFD: Automatic and Scalable Face Detector—0
MonoDistill: Learning Spatial Features for Monocular 3D Object DetectionCode1
Adaptive Instance Distillation for Object Detection in Autonomous Driving—0
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention MechanismCode2
CrossRectify: Leveraging Disagreement for Semi-supervised Object DetectionCode1
Toward Data-Driven STAP Radar—0
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks—0
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionCode2
Multi-Scale Iterative Refinement Network for RGB-D Salient Object Detection—0
Cyber Mobility Mirror for Enabling Cooperative Driving Automation in Mixed Traffic: A Co-Simulation Platform—0
Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUsCode1
Survey and Systematization of 3D Object Detection Models and Methods—0
Learning to Minimize the Remainder in Supervised LearningCode0
Design of Sensor Fusion Driver Assistance System for Active Pedestrian Safety—0
1000x Faster Camera and Machine Vision with Ordinary Devices—0
Learning Efficient Representations for Enhanced Object Detection on Large-scene SAR Images—0
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection—0
Dynamic Deep Convolutional Candlestick Learner—0
Object Detection in Aerial Images: What Improves the Accuracy?—0
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World—0
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks—0
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature CorrelationCode1
Object Detection in Autonomous Vehicles: Status and Open Challenges—0
Deformable One-Dimensional Object Detection for Routing and Manipulation—0
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified