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Segmentation

Papers

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Showing 4901–4950 of 13072 papers

TitleStatusHype
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation DatasetsCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-LabelsCode0
Image Segmentation with Topological PriorsCode0
Image Segmentation using Sparse Subset SelectionCode0
Enhancing the automatic segmentation and analysis of 3D liver vasculature modelsCode0
Enhancing temporal segmentation by nonlocal self-similarityCode0
BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent ClusteringCode0
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Image Segmentation Using Hierarchical Merge TreeCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Image Segmentation: Inducing graph-based learningCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module ModelCode0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
Image Compression with Encoder-Decoder Matched Semantic SegmentationCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
ICNet for Real-Time Semantic Segmentation on High-Resolution ImagesCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Illuminating Pedestrians via Simultaneous Detection & SegmentationCode0
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing DataCode0
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
Annotating Object Instances with a Polygon-RNNCode0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingCode0
Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal DependencyCode0
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution ImagesCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
LORCK: Learnable Object-Resembling Convolution KernelsCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Human Segmentation with Dynamic LiDAR DataCode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM ApproachCode0
A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional NetworksCode0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
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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