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Object Detection

Papers

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Showing 5801–5850 of 10957 papers

TitleStatusHype
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images—0
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object DetectionCode1
A Quality Index Metric and Method for Online Self-Assessment of Autonomous Vehicles Sensory Perception—0
F2DNet: Fast Focal Detection Network for Pedestrian DetectionCode2
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and MeasuresCode0
DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation—0
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous DrivingCode1
A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation—0
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection—0
SFPN: Synthetic FPN for Object DetectionCode1
SegTAD: Precise Temporal Action Detection via Semantic Segmentation—0
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasksCode1
Object Pose Estimation using Mid-level Visual RepresentationsCode0
Dense Voxel Fusion for 3D Object Detection—0
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection—0
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment—0
TableFormer: Table Structure Understanding with TransformersCode1
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions—0
DN-DETR: Accelerate DETR Training by Introducing Query DeNoisingCode4
DisARM: Displacement Aware Relation Module for 3D Detection—0
A Unified Query-based Paradigm for Point Cloud UnderstandingCode1
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector—0
Comprehensive Analysis of the Object Detection Pipeline on UAVsCode0
Deep Camera Pose Regression Using Pseudo-LiDAR—0
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN TrainingCode1
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection—0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework—0
ReCasNet: Improving consistency within the two-stage mitosis detection frameworkCode0
Cyber Mobility Mirror: A Deep Learning-based Real-World Object Perception Platform Using Roadside LiDAR—0
StrongSORT: Make DeepSORT Great AgainCode2
A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management—0
An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores—0
Analysis of Visual Reasoning on One-Stage Object Detection—0
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label LearningCode1
Continuous Human Action Recognition for Human-Machine Interaction: A Review—0
Confidence Calibration for Object Detection and Segmentation—0
Towards Safe, Real-Time Systems: Stereo vs Images and LiDAR for 3D Object Detection—0
RRL:Regional Rotation Layer in Convolutional Neural Networks—0
CG-SSD: Corner Guided Single Stage 3D Object Detection from LiDAR Point CloudCode1
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception—0
DL-SLOT: Dynamic Lidar SLAM and Object Tracking Based On Graph Optimization—0
An End-to-End Cascaded Image Deraining and Object Detection Neural Network—0
Reconstruction Task Finds Universal Winning Tickets—0
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
Fast Eye Detector Using Siamese Network for NIR Partial Face Images—0
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering dataCode0
GroupViT: Semantic Segmentation Emerges from Text SupervisionCode2
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
3DRM:Pair-wise relation module for 3D object detectionCode1
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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