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Object Detection

Papers

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Showing 6351–6400 of 10957 papers

TitleStatusHype
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative OptimizationCode0
Multi-Camera Calibration Free BEV Representation for 3D Object Detection—0
Tech Report: One-stage Lightweight Object Detectors—0
On-the-fly Object Detection using StyleGAN with CLIP Guidance—0
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection—0
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision—0
Pair DETR: Contrastive Learning Speeds Up DETR Training—0
iSmallNet: Densely Nested Network with Label Decoupling for Infrared Small Target Detection—0
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy—0
Benchmarking performance of object detection under image distortions in an uncontrolled environmentCode0
Grafting Vision Transformers—0
PSFormer: Point Transformer for 3D Salient Object Detection—0
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving—0
Li3DeTr: A LiDAR based 3D Detection Transformer—0
A Generic Shared Attention Mechanism for Various Backbone Neural Networks—0
Deep Learning Object Detection Approaches to Signal Identification—0
Towards Improving Workers' Safety and Progress Monitoring of Construction Sites Through Construction Site Understanding—0
Fast and Efficient Scene Categorization for Autonomous Driving using VAEs—0
Can Transformer Attention Spread Give Insights Into Uncertainty of Detected and Tracked Objects?—0
LiDAR-guided object search and detection in Subterranean Environments—0
Object recognition in atmospheric turbulence scenesCode0
Salient Object Detection via Dynamic Scale RoutingCode0
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations—0
I see what you hear: a vision-inspired method to localize words—0
Semantic Image Segmentation with Deep Learning for Vine Leaf Phenotyping—0
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with TransformersCode0
Photo-realistic Neural Domain Randomization—0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
IDD-3D: Indian Driving Dataset for 3D Unstructured Road ScenesCode0
Instance-Aware Image Completion—0
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection—0
Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis—0
Semi-supervised object detection based on single-stage detector for thighbone fracture localization—0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation—0
MixMask: Revisiting Masking Strategy for Siamese ConvNetsCode0
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem—0
PSA-Det3D: Pillar Set Abstraction for 3D object Detection—0
XC: Exploring Quantitative Use Cases for Explanations in 3D Object DetectionCode0
Non-iterative optimization of pseudo-labeling thresholds for training object detection models from multiple datasets—0
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy—0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
Virtual Reality via Object Pose Estimation and Active Learning: Realizing Telepresence Robots with Aerial Manipulation Capabilities—0
Domain Adaptation in 3D Object Detection with Gradual Batch Alternation Training—0
Object Recognition in Different Lighting Conditions at Various Angles by Deep Learning Method—0
1st Place Solutions for the UVO Challenge 2022—0
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation—0
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection—0
PCGen: Point Cloud Generator for LiDAR Simulation—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