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Segmentation

Papers

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Showing 9051–9100 of 13072 papers

TitleStatusHype
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical ImagesCode1
Unsupervised Learning of Image Segmentation Based on Differentiable Feature ClusteringCode1
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without AnnotationCode1
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation—0
Can we cover navigational perception needs of the visually impaired by panoptic segmentation?—0
Learning Gaussian Instance Segmentation in Point CloudsCode1
Improving Semantic Segmentation via Decoupled Body and Edge SupervisionCode1
E^2Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans—0
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation—0
EllSeg: An Ellipse Segmentation Framework for Robust Gaze TrackingCode1
Class-wise Dynamic Graph Convolution for Semantic Segmentation—0
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation—0
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability—0
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentationCode1
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances—0
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation—0
Deep Learning Based Brain Tumor Segmentation: A SurveyCode1
ICA-UNet: ICA Inspired Statistical UNet for Real-time 3D Cardiac Cine MRI Segmentation—0
Feature Pyramid Transformer—0
Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification—0
CASNet: Common Attribute Support Network for image instance and panoptic segmentation—0
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationCode1
Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge—0
Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery—0
Superpixel-Guided Label Softening for Medical Image Segmentation—0
Unseen Object Instance Segmentation for Robotic EnvironmentsCode1
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris—0
Self-Supervised Nuclei Segmentation in Histopathological Images Using AttentionCode1
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images—0
Deep Small Bowel Segmentation with Cylindrical Topological Constraints—0
Autoregressive Unsupervised Image SegmentationCode1
Interactive Video Object Segmentation Using Global and Local Transfer ModulesCode1
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks—0
Retinal Image Segmentation with a Structure-Texture Demixing Network—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
ContourRend: A Segmentation Method for Improving Contours by Rendering—0
End-to-end training of a two-stage neural network for defect detectionCode1
CANet: Context Aware Network for 3D Brain Glioma SegmentationCode1
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised LearningCode1
Automatic Image Labelling at Pixel Level—0
Tackling the Problem of Limited Data and Annotations in Semantic SegmentationCode0
Video Object Segmentation with Episodic Graph Memory NetworksCode1
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model—0
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and SegmentationCode0
Alleviating Over-segmentation Errors by Detecting Action BoundariesCode1
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point CloudsCode1
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation—0
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation—0
Part-aware Prototype Network for Few-shot Semantic SegmentationCode1
Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic WheelchairsCode0
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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