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Segmentation

Papers

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Showing 10051–10100 of 13072 papers

TitleStatusHype
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images—0
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound ImagesCode0
Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes—0
Fast Portrait Segmentation with Highly Light-weight Network—0
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation—0
Tracking-Assisted Segmentation of Biological Cells—0
SpatialFlow: Bridging All Tasks for Panoptic SegmentationCode1
Intracranial Hemorrhage Segmentation Using Deep Convolutional ModelCode0
Controlling Utterance Length in NMT-based Word Segmentation with Attention—0
Unsupervised Multi-Task Feature Learning on Point Clouds—0
Organ At Risk Segmentation with Multiple Modality—0
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
Detecting intracranial aneurysm rupture from 3D surfaces using a novel GraphNet approach—0
Offline handwritten mathematical symbol recognition utilising deep learning—0
End-to-End Cascaded U-Nets with a Localization Network for Kidney Tumor Segmentation—0
Deep Semantic Segmentation of Natural and Medical Images: A Review—0
RGB-D Individual Segmentation—0
SegSort: Segmentation by Discriminative Sorting of SegmentsCode0
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
End-to-End Adversarial Shape Learning for Abdomen Organ Deep Segmentation—0
Background Segmentation for Vehicle Re-Identification—0
A New Local Transformation Module for Few-shot Segmentation—0
What's in my Room? Object Recognition on Indoor Panoramic Images—0
Contour Sparse Representation with SDD Features for Object Recognition—0
Radiomic Feature Stability Analysis based on Probabilistic Segmentations—0
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic SegmentationCode0
TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks—0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation—0
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data—0
Shape Constrained Network for Eye Segmentation in the Wild—0
ErrorNet: Learning error representations from limited data to improve vascular segmentation—0
CompareNet: Anatomical Segmentation Network with Deep Non-local Label Fusion—0
Multi-Stage Pathological Image Classification using Semantic Segmentation—0
Panoptic-DeepLabCode0
Semi-Supervised Variational Autoencoder for Survival PredictionCode0
FastSurfer -- A fast and accurate deep learning based neuroimaging pipelineCode1
Fast Panoptic Segmentation Network—0
Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation—0
Defective samples simulation through Neural Style Transfer for automatic surface defect segment—0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
Learning event representations for temporal segmentation of image sequences by dynamic graph embedding—0
Brain MRI Tumor Segmentation with Adversarial Networks—0
AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation—0
Deep learning-based development of personalized human head model with non-uniform conductivity for brain stimulationCode0
Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes—0
A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks—0
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
Memory efficient brain tumor segmentation using an autoencoder-regularized U-Net—0
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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