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Object Detection

Papers

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Showing 5051–5100 of 10957 papers

TitleStatusHype
Sample hardness based gradient loss for long-tailed cervical cell detection—0
Global Hierarchical Attention for 3D Point Cloud Analysis—0
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object DetectionCode1
Task-Balanced Distillation for Object Detection—0
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy ImagesCode0
Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image ColorizationCode0
Fine-Grained Semantically Aligned Vision-Language Pre-TrainingCode1
End-to-end deep learning for directly estimating grape yield from ground-based imagery—0
DropKey—0
Scalable Video Coding for Humans and Machines—0
TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection—0
Automatic Acne Object Detection and Acne Severity Grading Using Smartphone Images and Artificial IntelligenceCode0
Template matching with white balance adjustment under multiple illuminants—0
KD-SCFNet: Towards More Accurate and Efficient Salient Object Detection via Knowledge DistillationCode1
Learning Prior Feature and Attention Enhanced Image InpaintingCode1
A Real-time Edge-AI System for Reef Surveys—0
Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions—0
Motion-aware Memory Network for Fast Video Salient Object DetectionCode0
DSLA: Dynamic smooth label assignment for efficient anchor-free object detectionCode1
Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation ExploitationCode2
Computer Vision Methods for the Microstructural Analysis of Materials: The State-of-the-art and Future Perspectives—0
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature FusionCode2
Towards Large-Scale Small Object Detection: Survey and Benchmarks—0
Weakly-Supervised Camouflaged Object Detection with Scribble AnnotationsCode1
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated ConvolutionsCode2
Pro-tuning: Unified Prompt Tuning for Vision Tasks—0
Why Accuracy Is Not Enough: The Need for Consistency in Object Detection—0
Camouflaged Object Detection via Context-aware Cross-level FusionCode1
ALBench: A Framework for Evaluating Active Learning in Object DetectionCode2
ShAPO: Implicit Representations for Multi-Object Shape, Appearance, and Pose OptimizationCode2
Contrastive Masked Autoencoders are Stronger Vision LearnersCode1
MV-FCOS3D++: Multi-View Camera-Only 4D Object Detection with Pretrained Monocular BackbonesCode2
Semi-supervised 3D Object Detection with Proficient TeachersCode1
DETRs with Hybrid MatchingCode1
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object DetectionCode1
Monocular 3D Object Detection with Depth from MotionCode2
Group DETR: Fast DETR Training with Group-Wise One-to-Many AssignmentCode1
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds—0
A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance—0
Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations—0
Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair SelectionCode1
W2N:Switching From Weak Supervision to Noisy Supervision for Object DetectionCode1
Active Learning Strategies for Weakly-supervised Object DetectionCode1
Deep Laparoscopic Stereo Matching with TransformersCode1
Salient Object Detection for Point CloudsCode0
Hybrid Classifiers for Spatio-temporal Real-time Abnormal Behaviors Detection, Tracking, and Recognition in Massive Hajj Crowds—0
Video object tracking based on YOLOv7 and DeepSORT—0
Robust Scene Inference under Noise-Blur Dual Corruptions—0
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments—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