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Segmentation

Papers

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Showing 4026–4050 of 13072 papers

TitleStatusHype
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning—0
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models—0
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline constructionCode0
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation—0
Review of wavelet-based unsupervised texture segmentation, advantage of adaptive wavelets—0
SegLLM: Multi-round Reasoning Segmentation—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks—0
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization—0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation—0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
Double Banking on Knowledge: Customized Modulation and Prototypes for Multi-Modality Semi-supervised Medical Image Segmentation—0
PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation—0
Surgical Scene Segmentation by Transformer With Asymmetric Feature EnhancementCode0
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation—0
VideoSAM: A Large Vision Foundation Model for High-Speed Video SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
LIMIS: Towards Language-based Interactive Medical Image Segmentation—0
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing—0
Label Filling via Mixed Supervision for Medical Image Segmentation from Noisy Annotations—0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment—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