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Segmentation

Papers

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Showing 4801–4850 of 13072 papers

TitleStatusHype
Improving Cross-Domain Chinese Word Segmentation with Word EmbeddingsCode0
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureCode0
Estimating Appearance Models for Image Segmentation via Tensor FactorizationCode0
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic SegmentationCode0
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRFCode0
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approachCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
Few-Shot Fruit Segmentation via Transfer LearningCode0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationCode0
Improved distinct bone segmentation in upper-body CT through multi-resolution networksCode0
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic SegmentationCode0
An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal SegmentationCode0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
Improved Image Segmentation via Cost Minimization of Multiple HypothesesCode0
Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving ScenesCode0
Importance-Aware Semantic Segmentation with Efficient Pyramidal Context Network for Navigational Assistant SystemsCode0
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image SegmentationCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance imagesCode0
ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Calving fronts and where to find them: a benchmark dataset and methodology for automatic glacier calving front extraction from synthetic aperture radar imageryCode0
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Few-Shot Segmentation with Global and Local Contrastive LearningCode0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature DecouplingCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Chinese Relation Extraction with Multi-Grained Information and External Linguistic KnowledgeCode0
Image Segmentation with Topological PriorsCode0
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentationCode0
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principleCode0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context UnderstandingCode0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Image Segmentation: Inducing graph-based learningCode0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
Image Forgery Localization Based on Multi-Scale Convolutional Neural NetworksCode0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography ImagesCode0
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRICode0
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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