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Segmentation

Papers

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Showing 3951–4000 of 13072 papers

TitleStatusHype
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks—0
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsCode0
Segmentation of Ink and Parchment in Dead Sea Scroll Fragments—0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation—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
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular 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
Leveraging Auxiliary Classification for Rib Fracture Segmentation—0
OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations—0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model—0
Zero-shot capability of SAM-family models for bone segmentation in CT scans—0
PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation—0
MLV^2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel SegmentationCode0
SegQC: a segmentation network-based framework for multi-metric segmentation quality control and segmentation error detection in volumetric medical images—0
TractoEmbed: Modular Multi-level Embedding framework for white matter tract segmentation—0
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
RadioActive: 3D Radiological Interactive Segmentation Benchmark—0
Superpixel Segmentation: A Long-Lasting Ill-Posed Problem—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Image Segmentation from Shadow-Hints using Minimum Spanning Trees—0
WavShadow: Wavelet Based Shadow Segmentation and Removal—0
Curriculum Learning for Few-Shot Domain Adaptation in CT-based Airway Tree Segmentation—0
Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI—0
Comparative Study of Probabilistic Atlas and Deep Learning Approaches for Automatic Brain Tissue Segmentation from MRI Using N4 Bias Field Correction and Anisotropic Diffusion Pre-processing TechniquesCode0
SASWISE-UE: Segmentation and Synthesis with Interpretable Scalable Ensembles for Uncertainty Estimation—0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
Multi-temporal crack segmentation in concrete structure using deep learning approaches—0
ICH-SCNet: Intracerebral Hemorrhage Segmentation and Prognosis Classification Network Using CLIP-guided SAM mechanism—0
Breaking The Ice: Video Segmentation for Close-Range Ice-Covered Waters—0
SA3DIP: Segment Any 3D Instance with Potential 3D PriorsCode0
Foundation AI Model for Medical Image Segmentation—0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
AtlasSeg: Atlas Prior Guided Dual-U-Net for Cortical Segmentation in Fetal Brain MRI—0
Artificial Intelligence-Enhanced Couinaud Segmentation for Precision Liver Cancer Therapy—0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Region-Guided Attack on the Segment Anything Model (SAM)—0
3D Audio-Visual Segmentation—0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Disentangled PET Lesion Segmentation—0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability—0
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation NetworkCode0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—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