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Segmentation

Papers

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Showing 10251–10300 of 13072 papers

TitleStatusHype
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework—0
Global Planar Convolutions for improved context aggregation in Brain Tumor Segmentation—0
Segmentation Mask Guided End-to-End Person SearchCode0
Physics-Based Rendering for Improving Robustness to Rain—0
SPGNet: Semantic Prediction Guidance for Scene Parsing—0
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset—0
Customizable Architecture Search for Semantic Segmentation—0
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial ApproachCode0
Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans—0
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes—0
Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images SegmentationCode0
Don't ignore Dropout in Fully Convolutional Networks—0
Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into partsCode0
Where Is My Mirror?Code0
ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths—0
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks—0
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation—0
Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR—0
Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net—0
Sequential Rib Labeling and Segmentation in Chest X-Ray using Mask R-CNN—0
Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentationCode0
Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images—0
Feedbackward Decoding for Semantic Segmentation—0
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imagingCode0
End-to-End Boundary Aware Networks for Medical Image Segmentation—0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation—0
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning—0
Asymmetric Non-local Neural Networks for Semantic SegmentationCode2
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation—0
Pixel-wise Segmentation of Right Ventricle of Heart—0
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation—0
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image—0
Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data—0
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation—0
In defense of OSVOS—0
Deep Active Lesion SegmentationCode0
A unified representation network for segmentation with missing modalities—0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
Word and character segmentation directly in run-length compressed handwritten document images—0
PANet: Few-Shot Image Semantic Segmentation with Prototype AlignmentCode1
Weakly Supervised Segmentation by A Deep Geodesic Prior—0
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings—0
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual LocalizationCode0
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation—0
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells StatisticsCode0
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models—0
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation NetworkCode1
Multi-step Cascaded Networks for Brain Tumor SegmentationCode0
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion—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