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Semantic Segmentation

Papers

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Showing 13751–13800 of 14763 papers

TitleStatusHype
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
Clean Label Disentangling for Medical Image Segmentation with Noisy LabelsCode0
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
Double-well Net for Image SegmentationCode0
Learning Free-Form Deformations for 3D Object ReconstructionCode0
CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic StrokeCode0
Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollutionCode0
Foundation Models for Amodal Video Instance Segmentation in Automated DrivingCode0
Affinity Derivation and Graph Merge for Instance SegmentationCode0
A Simple Single-Scale Vision Transformer for Object Localization and Instance SegmentationCode0
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing ImageryCode0
Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segmentCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-PriorsCode0
Foveated Instance SegmentationCode0
Classifying point clouds at the facade-level using geometric features and deep learning networksCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
Implicit Background Estimation for Semantic SegmentationCode0
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler SignalCode0
Classification of Point Cloud Scenes with Multiscale Voxel Deep NetworkCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
FractalAD: A simple industrial anomaly detection method using fractal anomaly generation and backbone knowledge distillationCode0
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
Fractal Calibration for long-tailed object detectionCode0
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving ImagesCode0
Active Learning for Semantic Segmentation with Multi-class Label QueryCode0
Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural NetworksCode0
Domain Generalization via Model-Agnostic Learning of Semantic FeaturesCode0
Index NetworkCode0
Class-Based Styling: Real-time Localized Style Transfer with Semantic SegmentationCode0
Indirect Local Attacks for Context-aware Semantic Segmentation NetworksCode0
Domain Generalization through Attenuation of Domain-Specific InformationCode0
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density DomainsCode0
Free Discontinuity Regression: With an Application to the Economic Effects of Internet ShutdownsCode0
A-CNN: Annularly Convolutional Neural Networks on Point CloudsCode0
FreeLabel: A Publicly Available Annotation Tool based on Freehand TracesCode0
Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic ManuscriptsCode0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image SegmentationCode0
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation SystemsCode0
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image EditingCode0
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric LearningCode0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal OrgansCode0
City-Scale Road Audit System using Deep LearningCode0
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image FusionCode0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationCode0
Domain Adaptation for Structured Output via Discriminative Patch RepresentationsCode0
Domain Adaptation for Semantic Segmentation with Maximum Squares LossCode0
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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