SOTAVerified

Segmentation

Papers

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Showing 11451–11500 of 13072 papers

TitleStatusHype
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks—0
Histological images segmentation of mucous glands—0
Automatic segmentation of prostate zones—0
Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model—0
Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model—0
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization—0
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes—0
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images—0
Unsupervised Word Segmentation from Speech with Attention—0
Semantic Video Segmentation: A Review on Recent Approaches—0
Real-time Prediction of Segmentation Quality—0
Urdu Word Segmentation using Conditional Random Fields (CRFs)Code0
HGR-Net: A Fusion Network for Hand Gesture Segmentation and RecognitionCode0
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection—0
A Probabilistic U-Net for Segmentation of Ambiguous ImagesCode1
Boosted Training of Convolutional Neural Networks for Multi-Class Segmentation—0
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation—0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features—0
U-SegNet: Fully Convolutional Neural Network based Automated Brain tissue segmentation Tool—0
An optimized system to solve text-based CAPTCHA—0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
Improving Whole Slide Segmentation Through Visual Context - A Systematic Study—0
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network—0
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination—0
Instance Search via Instance Level Segmentation and Feature Representation—0
IVUS-Net: An Intravascular Ultrasound Segmentation NetworkCode0
Autoencoders for Multi-Label Prostate MR Segmentation—0
Feature Pyramid Network for Multi-Class Land SegmentationCode1
Cell Detection with Star-convex PolygonsCode2
Contextual Hourglass Networks for Segmentation and Density Estimation—0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation—0
PatchFCN for Intracranial Hemorrhage Detection—0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation—0
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks—0
Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US—0
Deep Vessel Segmentation By Learning Graphical ConnectivityCode0
A Variational Image Segmentation Model based on Normalized Cut with Adaptive Similarity and Spatial Regularization—0
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation—0
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRICode0
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images—0
Performance Evaluation of Deep Learning Networks for Semantic Segmentation of Traffic Stereo-Pair Images—0
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic SegmentationCode0
Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy ImagesCode0
Bayesian Semantic Instance Segmentation in Open Set World—0
CFCM: Segmentation via Coarse to Fine Context MemoryCode0
TernausNetV2: Fully Convolutional Network for Instance SegmentationCode0
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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