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Segmentation

Papers

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Showing 8801–8850 of 13072 papers

TitleStatusHype
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics—0
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images—0
Robust 3D U-Net Segmentation of Macular Holes—0
Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning—0
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models—0
A Novel Adaptive Deep Network for Building Footprint SegmentationCode0
Automatic evaluation of human oocyte developmental potential from microscopy images—0
Convolution-Free Medical Image Segmentation using Transformers—0
Recursive Training for Zero-Shot Semantic Segmentation—0
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations—0
Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing—0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation—0
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation—0
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting—0
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models—0
STEP: Segmenting and Tracking Every Pixel—0
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic SegmentationCode0
Post-hoc Overall Survival Time Prediction from Brain MRICode0
SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences—0
Direct Estimation of Appearance Models for Segmentation—0
Contour Loss for Instance Segmentation via k-step Distance Transformation Image—0
A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images—0
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches—0
Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations—0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks—0
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy ImagesCode0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution—0
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention MechanismCode0
Segmentation Algorithms for Ground-Based Infrared Cloud ImagesCode0
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace—0
Benefits of Linear Conditioning with Metadata for Image Segmentation—0
Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation—0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
SPAN: a Simple Predict & Align Network for Handwritten Paragraph RecognitionCode0
Shape-Tailored Deep Neural Networks—0
Uncertainty-based method for improving poorly labeled segmentation datasets—0
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR ImageryCode0
EfficientLPS: Efficient LiDAR Panoptic Segmentation—0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
PSA-Net: Deep Learning based Physician Style-Aware Segmentation Network for Post-Operative Prostate Cancer Clinical Target Volume—0
Segmenting two-dimensional structures with strided tensor networksCode0
INSTA-YOLO: Real-Time Instance Segmentation—0
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots—0
A fully automated method for 3D individual tooth identification and segmentation in dental CBCT—0
L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation—0
3D Object Detection and Instance Segmentation from 3D Range and 2D Color Images—0
Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence—0
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network—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