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Segmentation

Papers

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Showing 4801–4850 of 13072 papers

TitleStatusHype
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation—0
Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation—0
Coarse-to-Fine Covid-19 Segmentation via Vision-Language AlignmentCode1
Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation—0
Opto-UNet: Optimized UNet for Segmentation of Varicose Veins in Optical Coherence Tomography—0
DECOR-NET: A COVID-19 Lung Infection Segmentation Network Improved by Emphasizing Low-level Features and Decorrelating FeaturesCode0
One-Shot Video Inpainting—0
CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping—0
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image AnalysisCode1
Towards Surgical Context Inference and Translation to GesturesCode0
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation—0
Interactive Segmentation as Gaussian Process ClassificationCode1
Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors—0
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic SegmentationCode0
LMSeg: Language-guided Multi-dataset Segmentation—0
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation—0
PaRK-Detect: Towards Efficient Multi-Task Satellite Imagery Road Extraction via Patch-Wise Keypoints Detection—0
Temporal Segment Transformer for Action Segmentation—0
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation—0
RemoteNet: Remote Sensing Image Segmentation Network based on Global-Local Information—0
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data—0
On-Device Unsupervised Image Segmentation—0
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation—0
Joint Learning of Blind Super-Resolution and Crack Segmentation for Realistic Degraded ImagesCode1
Automatic Classification of Symmetry of Hemithoraces in Canine and Feline Radiographs—0
A Knowledge Distillation framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image—0
3D PETCT Tumor Lesion Segmentation via GCN Refinement—0
An Iterative Classification and Semantic Segmentation Network for Old Landslide Detection Using High-Resolution Remote Sensing Images—0
Patch Network for medical image Segmentation—0
Side Adapter Network for Open-Vocabulary Semantic SegmentationCode2
PLU-Net: Extraction of multi-scale feature fusion—0
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation—0
Category-level Shape Estimation for Densely Cluttered Objects—0
CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal ImagesCode1
Semi-Supervised Segmentation of Multi-vendor and Multi-center Cardiac MRI using Histogram Matching—0
A Global and Patch-wise Contrastive Loss for Accurate Automated Exudate DetectionCode0
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance SegmentationCode1
Slim U-Net: Efficient Anatomical Feature Preserving U-net Architecture for Ultrasound Image Segmentation—0
Semantic Segmentation of Urban Textured Meshes Through Point Sampling—0
Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations—0
Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention—0
A Deep Learning-Based Fully Automated Pipeline for Regurgitant Mitral Valve Anatomy Analysis From 3D Echocardiography—0
Hadamard Layer to Improve Semantic Segmentation—0
An algorithm for DC segmentation of AC power systems to mitigate electromechanical oscillations—0
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism—0
A Survey on Semi-Supervised Semantic Segmentation—0
TAX: Tendency-and-Assignment Explainer for Semantic Segmentation with Multi-Annotators—0
A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs—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