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Segmentation

Papers

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Showing 7151–7200 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
Stereo Superpixel Segmentation Via Decoupled Dynamic Spatial-Embedding Fusion Network—0
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
Multi-level Contrast Network for Wearables-based Joint Activity Segmentation and Recognition—0
Unsupervised Domain Adaptation for Segmentation with Black-box Source Model—0
Multi-dimensional topological loss for cortical plate segmentation in fetal brain MRI—0
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
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
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma—0
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation—0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Two-Stream Networks for Object Segmentation in Videos—0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images—0
Multi-Depth Boundary-Aware Left Atrial Scar Segmentation Network—0
Clustering Optimisation Method for Highly Connected Biological Data—0
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation—0
Ensembled Autoencoder Regularization for Multi-Structure Segmentation for Kidney Cancer Treatment—0
Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities—0
HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization—0
Exploring the Effects of Data Augmentation for Drivable Area Segmentation—0
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation—0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder—0
Semantic Segmentation of Fruits on Multi-sensor Fused Data in Natural Orchards—0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels—0
A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans—0
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network—0
Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation—0
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation—0
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
Curved Geometric Networks for Visual Anomaly Recognition—0
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images—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