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Segmentation

Papers

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Showing 5001–5050 of 13072 papers

TitleStatusHype
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial PropagationCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
Hybrid-Fusion Transformer for Multisequence MRICode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNsCode0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
Human Segmentation with Dynamic LiDAR DataCode0
Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing ImageryCode0
Enforcing temporal consistency in Deep Learning segmentation of brain MR imagesCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
End to End Trainable Active Contours via Differentiable RenderingCode0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
CloudSegNet: A Deep Network for Nychthemeron Cloud Image SegmentationCode0
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance SegmentationCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?Code0
How We Won the ISLES'24 Challenge by PreprocessingCode0
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer EncoderCode0
Holistic, Instance-Level Human ParsingCode0
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion ModelsCode0
An Image Segmentation Model with Transformed Total VariationCode0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
End-to-End Learned Random Walker for Seeded Image SegmentationCode0
Brain tumour segmentation using a triplanar ensemble of U-NetsCode0
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in RadiotherapyCode0
Multi Kernel Estimation based Object SegmentationCode0
End-to-End Instance Segmentation with Recurrent AttentionCode0
A-CNN: Annularly Convolutional Neural Networks on Point CloudsCode0
HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization AlgorithmCode0
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person ScenariosCode0
End-to-end detection-segmentation network with ROI convolutionCode0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
HistoNet: Predicting size histograms of object instancesCode0
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide ImagesCode0
HM: Hybrid Masking for Few-Shot SegmentationCode0
Brain Tumor Segmentation using Enhanced U-Net Model with Empirical AnalysisCode0
HMMs for Unsupervised Vietnamese WordSegmentationCode0
High throughput quantitative metallography for complex microstructures using deep learning: A case study in ultrahigh carbon steelCode0
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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