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Segmentation

Papers

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Showing 12901–12950 of 13072 papers

TitleStatusHype
Blackbox Adaptation for Medical Image SegmentationCode0
Machine learning approach for segmenting glands in colon histology images using local intensity and texture featuresCode0
BI-RADS BERT & Using Section Segmentation to Understand Radiology ReportsCode0
DDSB: An Unsupervised and Training-free Method for Phase Detection in EchocardiographyCode0
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label GenerationCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
Interactive Segmentation for Diverse Gesture Types Without ContextCode0
Deep learning-based interactive segmentation in remote sensingCode0
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task InteractionsCode0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
3D Shape Segmentation with Projective Convolutional NetworksCode0
Organelle-specific segmentation, spatial analysis, and visualization of volume electron microscopy datasetsCode0
Neural Sequence Segmentation as Determining the Leftmost SegmentsCode0
Bipartite Conditional Random Fields for Panoptic SegmentationCode0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
3D SA-UNet: 3D Spatial Attention UNet with 3D ASPP for White Matter Hyperintensities SegmentationCode0
DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance FieldsCode0
Data-free Knowledge Distillation for Segmentation using Data-Enriching GANCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
Interpretability-guided Data Augmentation for Robust Segmentation in Multi-centre Colonoscopy DataCode0
Interpretability of Uncertainty: Exploring Cortical Lesion Segmentation in Multiple SclerosisCode0
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-raysCode0
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid SegmentationCode0
Interpretable Deep Learning-Based Forensic Iris Segmentation and RecognitionCode0
BiOcularGAN: Bimodal Synthesis and Annotation of Ocular ImagesCode0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object UnderstandingCode0
Accurate Lung Segmentation via Network-Wise Training of Convolutional NetworksCode0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance SegmentationCode0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
Neural Word Segmentation Learning for ChineseCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Introducing NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle BiopsiesCode0
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene SegmentationCode0
Annotation-Efficient Task Guidance for Medical Segment AnythingCode0
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV ImageryCode0
Neural Word Segmentation with Rich PretrainingCode0
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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