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Object Detection

Papers

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Showing 3051–3100 of 10957 papers

TitleStatusHype
Class Agnostic Instance-level Descriptor for Visual Instance Search—0
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Retrospective Memory for Camouflaged Object Detection—0
Comparison of Two Methods for Stationary Incident Detection Based on Background Image—0
VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and ReasoningCode0
FindMeIfYouCan: Bringing Open Set metrics to near , far and farther Out-of-Distribution Object Detection—0
How Real is CARLAs Dynamic Vision Sensor? A Study on the Sim-to-Real Gap in Traffic Object Detection—0
Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection—0
Lecture Video Visual Objects (LVVO) Dataset: A Benchmark for Visual Object Detection in Educational VideosCode0
UAV Object Detection and Positioning in a Mining Industrial Metaverse with Custom Geo-Referenced Data—0
MatchPlant: An Open-Source Pipeline for UAV-Based Single-Plant Detection and Data ExtractionCode0
Teleoperated Driving: a New Challenge for 3D Object Detection in Compressed Point Clouds—0
Vision-based Lifting of 2D Object Detections for Automated Driving—0
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement—0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration—0
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image FusionCode0
CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects—0
DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos—0
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras—0
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations—0
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection—0
Data Augmentation For Small Object using Fast AutoAugment—0
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction—0
Domain Randomization for Object Detection in Manufacturing Applications using Synthetic Data: A Comprehensive StudyCode0
SAM2Auto: Auto Annotation Using FLASH—0
SpatialLM: Training Large Language Models for Structured Indoor Modeling—0
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding—0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing—0
Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration—0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection—0
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices—0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection—0
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving—0
Probabilistic Online Event Downsampling—0
Structured Pruning and Quantization for Learned Image CompressionCode0
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection—0
A Compendium of Autonomous Navigation using Object Detection and Tracking in Unmanned Aerial Vehicles—0
Deformable Attention Mechanisms Applied to Object Detection, case of Remote Sensing—0
Leadership Assessment in Pediatric Intensive Care Unit Team Training—0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection—0
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images—0
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You NeedCode0
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver-Assistance Systems—0
FMG-Det: Foundation Model Guided Robust Object Detection—0
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping—0
Conformal Object Detection by Sequential Risk Control—0
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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