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Semantic Segmentation

Papers

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Showing 6551–6600 of 14763 papers

TitleStatusHype
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
Interpolated SelectionConv for Spherical Images and SurfacesCode0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Deep learning-based interactive segmentation in remote sensingCode0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentationCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Interactive Image Segmentation With Latent DiversityCode0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
A Cross-Season Correspondence Dataset for Robust Semantic SegmentationCode0
DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image SegmentationCode0
Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant SystemsCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Interactive Image Segmentation With First Click AttentionCode0
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Integral Object Mining via Online Attention AccumulationCode0
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
Double-well Net for Image SegmentationCode0
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-PriorsCode0
Instance Segmentation of Biological Images Using Harmonic EmbeddingsCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Instance Segmentation of Microscopic ForaminiferaCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
Stacked U-Nets: A No-Frills Approach to Natural Image SegmentationCode0
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler SignalCode0
Instance Segmentation as Image Segmentation AnnotationCode0
Instance Segmentation by Deep ColoringCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Box Supervised Video Segmentation Proposal NetworkCode0
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement LearningCode0
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance SegmentationCode0
Instance-aware Image-to-Image TranslationCode0
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic SegmentationCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
Instance-level Few-shot Learning with Class Hierarchy MiningCode0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
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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