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Segmentation

Papers

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Showing 3951–3975 of 13072 papers

TitleStatusHype
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks—0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsCode0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation—0
Segmentation of Ink and Parchment in Dead Sea Scroll Fragments—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—0
ULTra: Unveiling Latent Token Interpretability in Transformer Based Understanding—0
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation—0
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion SegmentationCode0
Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing—0
OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations—0
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation—0
Leveraging Auxiliary Classification for Rib Fracture Segmentation—0
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing ImageryCode0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Adversarial Vessel-Unveiling Semi-Supervised Segmentation for Retinopathy of Prematurity Diagnosis—0
PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation—0
Zero-shot capability of SAM-family models for bone segmentation in CT scans—0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model—0
MLV^2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel SegmentationCode0
MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection DataCode0
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting—0
TractoEmbed: Modular Multi-level Embedding framework for white matter tract segmentation—0
SegQC: a segmentation network-based framework for multi-metric segmentation quality control and segmentation error detection in volumetric medical images—0
RadioActive: 3D Radiological Interactive Segmentation Benchmark—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