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Semantic Segmentation

Papers

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Showing 6301–6350 of 14763 papers

TitleStatusHype
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos—0
RangeAugment: Efficient Online Augmentation with Range Learning—0
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation FrameworkCode1
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency—0
Masked Event Modeling: Self-Supervised Pretraining for Event CamerasCode1
Weakly supervised training of universal visual concepts for multi-domain semantic segmentationCode0
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
Eff-3DPSeg: 3D organ-level plant shoot segmentation using annotation-efficient point clouds—0
Image Segmentation-based Unsupervised Multiple Objects Discovery—0
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation—0
A Global Constraint to Improve CT Reconstruction Under Non-Ideal Conditions—0
Building Height Prediction with Instance Segmentation—0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors—0
Focal-UNet: UNet-like Focal Modulation for Medical Image SegmentationCode1
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends—0
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task—0
TAS-NIR: A VIS+NIR Dataset for Fine-grained Semantic Segmentation in Unstructured Outdoor Environments—0
Segmentation Ability Map: Interpret deep features for medical image segmentationCode1
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain GeneralizationCode1
Mask-FPAN: Semi-Supervised Face Parsing in the Wild With De-Occlusion and UV GAN—0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
3D Point Cloud Pre-training with Knowledge Distillation from 2D Images—0
Improving Unsupervised Video Object Segmentation with Motion-Appearance Synergy—0
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation—0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Atrous Space Bender U-Net (ASBU-Net/LogiNet)—0
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic SegmentationCode2
Test-time Adaptation in the Dynamic World with Compound Domain Knowledge Management—0
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing ImagesCode0
An annotated instance segmentation XXL-CT data-set from a historic airplane—0
Context Label Learning: Improving Background Class Representations in Semantic SegmentationCode1
Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing—0
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation—0
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration—0
Unsupervised Object Localization: Observing the Background to Discover ObjectsCode1
SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image—0
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation—0
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance SegmentationCode1
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time—0
FlexiViT: One Model for All Patch SizesCode1
Fully Complex-valued Fully Convolutional Multi-feature Fusion Network (FC2MFN) for Building Segmentation of InSAR images—0
MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds—0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers—0
RTMDet: An Empirical Study of Designing Real-Time Object DetectorsCode4
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation—0
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group PropagationCode1
Look Before You Match: Instance Understanding Matters in Video Object Segmentation—0
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion—0
Efficient Bayesian Uncertainty Estimation for nnU-Net—0
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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