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Segmentation

Papers

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Showing 7151–7175 of 13072 papers

TitleStatusHype
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation—0
Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images—0
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss—0
Single-Stage Open-world Instance Segmentation with Cross-task Consistency RegularizationCode0
Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learningCode0
Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation—0
Deep learning based projection domain metal segmentation for metal artifact reduction in cone beam computed tomography—0
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network—0
Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI—0
Multi-level Contrast Network for Wearables-based Joint Activity Segmentation and Recognition—0
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model—0
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation—0
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation—0
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes—0
A Study of Demographic Bias in CNN-based Brain MR Segmentation—0
Domain-invariant Prototypes for Semantic Segmentation—0
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation—0
Image Translation Based Nuclei Segmentation for Immunohistochemistry Images—0
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation—0
Joint reconstruction-segmentation on graphs—0
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation—0
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
CANet: Channel Extending and Axial Attention Catching Network for Multi-structure Kidney Segmentation—0
KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified