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Segmentation

Papers

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Showing 7901–7925 of 13072 papers

TitleStatusHype
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis—0
Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors—0
Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images—0
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation—0
Multi-Scale Fully Convolutional Network for Cardiac Left Ventricle Segmentation—0
An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation—0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points—0
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation—0
Advanced Image Segmentation Techniques for Neural Activity Detection via C-fos Immediate Early Gene Expression—0
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review—0
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution—0
Multi-scale Multi-site Renal Microvascular Structures Segmentation for Whole Slide Imaging in Renal Pathology—0
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation—0
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks—0
Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation—0
Multiscale Progressive Text Prompt Network for Medical Image Segmentation—0
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences—0
Multiscale Segmentation via Bregman Distances and Nonlinear Spectral Analysis—0
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Point Cloud Semantic Segmentation using Multi Scale Sparse Convolution Neural Network—0
Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views—0
MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations From Minimal User Input—0
MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales—0
Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based 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