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Segmentation

Papers

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Showing 4501–4550 of 13072 papers

TitleStatusHype
CFCM: Segmentation via Coarse to Fine Context MemoryCode0
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion TransformerCode0
AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted SurgeryCode0
Certification of Deep Learning Models for Medical Image SegmentationCode0
Interpolation-Aware Padding for 3D Sparse Convolutional Neural NetworksCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRICode0
Cerebrovascular Network Segmentation on MRA Images with Deep LearningCode0
Interactive Image Segmentation With Latent DiversityCode0
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged RoadsCode0
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Interactive Image Segmentation With First Click AttentionCode0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Integrative Imaging Informatics for Cancer Research: Workflow Automation for Neuro-oncology (I3CR-WANO)Code0
Integral Object Mining via Online Attention AccumulationCode0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
Cell Segmentation by Combining Marker-Controlled Watershed and Deep LearningCode0
Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching StrategyCode0
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image AnnotationsCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
Machine learning approach for segmenting glands in colon histology images using local intensity and texture featuresCode0
CellPilotCode0
Instance Segmentation of Microscopic ForaminiferaCode0
Intensity Confusion Matters: An Intensity-Distance Guided Loss for Bronchus SegmentationCode0
Interactive Segmentation for Diverse Gesture Types Without ContextCode0
Instance Segmentation by Deep ColoringCode0
Instance Segmentation as Image Segmentation AnnotationCode0
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image SegmentationCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
C-DLinkNet: considering multi-level semantic features for human parsingCode0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
CCNet: Criss-Cross Attention for Semantic SegmentationCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Infrastructure Crack Segmentation: Boundary Guidance Method and Benchmark DatasetCode0
C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical ImageCode0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
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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