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Segmentation

Papers

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Showing 11501–11550 of 13072 papers

TitleStatusHype
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions—0
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation—0
Deep Reinforcement Learning for Surgical Gesture Segmentation and ClassificationCode0
Learning Instance Segmentation by InteractionCode0
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks—0
Histological images segmentation of mucous glands—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
Automatic segmentation of prostate zones—0
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes—0
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization—0
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images—0
Unsupervised Word Segmentation from Speech with Attention—0
Real-time Prediction of Segmentation Quality—0
Semantic Video Segmentation: A Review on Recent Approaches—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
Boosted Training of Convolutional Neural Networks for Multi-Class Segmentation—0
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation—0
U-SegNet: Fully Convolutional Neural Network based Automated Brain tissue segmentation Tool—0
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features—0
Retinal Optic Disc Segmentation using Conditional Generative Adversarial Network—0
An optimized system to solve text-based CAPTCHA—0
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image SequencesCode0
NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation PipelinesCode0
Improving Whole Slide Segmentation Through Visual Context - A Systematic Study—0
Instance Search via Instance Level Segmentation and Feature Representation—0
IVUS-Net: An Intravascular Ultrasound Segmentation NetworkCode0
VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination—0
Autoencoders for Multi-Label Prostate MR Segmentation—0
PatchFCN for Intracranial Hemorrhage Detection—0
DSSLIC: Deep Semantic Segmentation-based Layered Image CompressionCode0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Contextual Hourglass Networks for Segmentation and Density Estimation—0
Uncertainty-driven Sanity Check: Application to Postoperative Brain Tumor Cavity Segmentation—0
On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation—0
Deep Vessel Segmentation By Learning Graphical ConnectivityCode0
Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US—0
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation—0
Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks—0
A Variational Image Segmentation Model based on Normalized Cut with Adaptive Similarity and Spatial Regularization—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
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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