SOTAVerified

Segmentation

Papers

Showing 1040110450 of 13072 papers

TitleStatusHype
Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images0
Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net0
Sequential Rib Labeling and Segmentation in Chest X-Ray using Mask R-CNN0
Pixel-wise Segmentation of Right Ventricle of Heart0
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation0
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning0
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imagingCode0
End-to-End Boundary Aware Networks for Medical Image Segmentation0
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image0
More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation0
Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data0
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation0
A unified representation network for segmentation with missing modalities0
In defense of OSVOS0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
Deep Active Lesion SegmentationCode0
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual LocalizationCode0
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings0
Word and character segmentation directly in run-length compressed handwritten document images0
Weakly Supervised Segmentation by A Deep Geodesic Prior0
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells StatisticsCode0
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation0
Multi-step Cascaded Networks for Brain Tumor SegmentationCode0
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models0
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion0
Semi-Supervised Semantic Segmentation with High- and Low-level ConsistencyCode0
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic SegmentationCode0
SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks0
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems0
Discretely-constrained deep network for weakly supervised segmentation0
A deep learning model for segmentation of geographic atrophy to study its long-term natural history0
Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data0
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation0
Mask Mining for Improved Liver Lesion Segmentation0
Benchmarking the Robustness of Semantic Segmentation Models0
High Accurate Unhealthy Leaf Detection0
Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN0
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation0
Boosted GAN with Semantically Interpretable Information for Image Inpainting0
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation0
Automated retinal vessel segmentation based on morphological preprocessing and 2D-Gabor wavelets0
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain AdaptationCode0
An overlapping-free leaf segmentation method for plant point clouds0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs0
Distance Map Loss Penalty Term for Semantic Segmentation0
Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified