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Segmentation

Papers

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Showing 4176–4200 of 13072 papers

TitleStatusHype
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
AutoPETIII: The Tracer Frontier. What Frontier?—0
AutoPET III Challenge: Tumor Lesion Segmentation using ResEnc-Model Ensemble—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
Deep Probability Segmentation: Are segmentation models probability estimators?—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CTCode0
Deep vessel segmentation with joint multi-prior encoding—0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
MitoSeg: Mitochondria Segmentation ToolCode0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning—0
Enhanced segmentation of femoral bone metastasis in CT scans of patients using synthetic data generation with 3D diffusion models—0
Two Stage Segmentation of Cervical Tumors using PocketNet—0
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints—0
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images—0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
AutoPET Challenge III: Testing the Robustness of Generalized Dice Focal Loss trained 3D Residual UNet for FDG and PSMA Lesion Segmentation from Whole-Body PET/CT ImagesCode0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed Data—0
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation ModelsCode0
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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