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Semantic Segmentation

Papers

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Showing 1601–1650 of 14763 papers

TitleStatusHype
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic SegmentationCode2
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation—0
RClicks: Realistic Click Simulation for Benchmarking Interactive SegmentationCode1
Fractal Calibration for long-tailed object detectionCode0
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation—0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
Locality Alignment Improves Vision-Language ModelsCode2
High-Precision Dichotomous Image Segmentation via Probing Diffusion CapacityCode2
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
GlobalMamba: Global Image Serialization for Vision MambaCode1
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections—0
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic SegmentationCode3
Affinity-Graph-Guided Contractive Learning for Pretext-Free Medical Image Segmentation with Minimal Annotation—0
V2M: Visual 2-Dimensional Mamba for Image Representation LearningCode1
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic SegmentationCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
3DArticCyclists: Generating Synthetic Articulated 8D Pose-Controllable Cyclist Data for Computer Vision Applications—0
CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving ScenesCode1
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model—0
Text4Seg: Reimagining Image Segmentation as Text GenerationCode2
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image SegmentationCode1
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning—0
Data Adaptive Few-shot Multi Label Segmentation with Foundation Model—0
A New Perspective to Boost Performance Fairness for Medical Federated LearningCode0
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation—0
A SAM based Tool for Semi-Automatic Food Annotation—0
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical ImagesCode0
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation—0
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
VideoSAM: Open-World Video Segmentation—0
Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation—0
Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation—0
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image SegmentationCode1
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
C^2DA: Contrastive and Context-aware Domain Adaptive Semantic SegmentationCode0
Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving?—0
3D Vision-Language Gaussian Splatting—0
CrackSegDiff: Diffusion Probability Model-based Multi-modal Crack SegmentationCode1
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation—0
Shift and matching queries for video semantic segmentation—0
Segmenting objects with Bayesian fusion of active contour models and convnet priors—0
Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray FluoroscopyCode0
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic SegmentationCode0
Rethinking the Evaluation of Visible and Infrared Image FusionCode3
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments—0
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelCode1
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled DataCode0
Transesophageal Echocardiography Generation using Anatomical Models—0
Towards Natural Image Matting in the Wild via Real-Scenario PriorCode2
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified