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Semantic Segmentation

Papers

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Showing 5251–5300 of 14763 papers

TitleStatusHype
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationCode1
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology ImagesCode1
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds—0
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance SegmentationCode1
Materialistic: Selecting Similar Materials in Images—0
Matcher: Segment Anything with One Shot Using All-Purpose Feature MatchingCode2
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything ModelCode1
Uncertainty-based Detection of Adversarial Attacks in Semantic SegmentationCode0
Semantic-guided modeling of spatial relation and object co-occurrence for indoor scene recognition—0
Restore Anything Pipeline: Segment Anything Meets Image RestorationCode1
READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object SegmentationCode0
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations—0
P-NOC: adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors—0
Coronary Artery Semantic Labeling using Edge Attention Graph Matching Network—0
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation—0
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions—0
A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy—0
CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation—0
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea DetectionCode0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal Organs Towards Robot-assisted Intubation—0
When SAM Meets Shadow DetectionCode1
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded SystemsCode1
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models—0
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping—0
ONE-PEACE: Exploring One General Representation Model Toward Unlimited ModalitiesCode3
SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation—0
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel BenchmarkCode1
Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoningCode3
Annotation-free Audio-Visual Segmentation—0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal OrgansCode0
Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation—0
An image segmentation algorithm based on multi-scale feature pyramid network—0
Explain Any Concept: Segment Anything Meets Concept-Based ExplanationCode1
Object Segmentation by Mining Cross-Modal SemanticsCode1
SAM for Poultry Science—0
One-Prompt to Segment All Medical ImagesCode1
Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images—0
Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf SegmentationCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
Inductive Graph Neural Networks for Moving Object Segmentation—0
PanelNet: Understanding 360 Indoor Environment via Panel Representation—0
One-Shot Online Testing of Deep Neural Networks Based on Distribution Shift Detection—0
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion ModelCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
A Hybrid Semantic-Geometric Approach for Clutter-Resistant Floorplan Generation from Building Point Clouds—0
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler SignalCode0
AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines—0
Fast Submodular Function Maximization—0
Component-aware anomaly detection framework for adjustable and logical industrial visual inspectionCode1
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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