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Segmentation

Papers

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Showing 8801–8850 of 13072 papers

TitleStatusHype
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time—0
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels—0
Causal Intervention for Weakly-Supervised Semantic Segmentation—0
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution—0
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 DiagnosisCode0
Affinity Space Adaptation for Semantic Segmentation Across DomainsCode1
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
COVID-19 Infection Map Generation and Detection from Chest X-Ray Images—0
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal VesselsCode0
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network—0
Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES—0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic SegmentationCode1
Democratizing Artificial Intelligence in Healthcare: A Study of Model Development Across Two Institutions Incorporating Transfer Learning—0
Local Context Attention for Salient Object Segmentation—0
Transfer Learning by Cascaded Network to identify and classify lung nodules for cancer detection—0
Style-invariant Cardiac Image Segmentation with Test-time Augmentation—0
Region Growing with Convolutional Neural Networks for Biomedical Image Segmentation—0
Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging—0
Learning Non-Unique Segmentation with Reward-Penalty Dice LossCode0
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRICode1
Label-Efficient Multi-Task Segmentation using Contrastive LearningCode1
Angular Luminance for Material Segmentation—0
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection—0
Whole page recognition of historical handwriting—0
MA-Net: A Multi-Scale Attention Network for Liver and Tumor SegmentationCode3
SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework with Semantic Image RepresentationCode1
SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors—0
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images—0
Learning Spatio-Appearance Memory Network for High-Performance Visual TrackingCode1
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
An Efficient Language-Independent Multi-Font OCR for Arabic Script—0
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation—0
PMVOS: Pixel-Level Matching-Based Video Object Segmentation—0
Synthetic Convolutional Features for Improved Semantic Segmentation—0
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling—0
Residual Spatial Attention Network for Retinal Vessel SegmentationCode1
Word Segmentation from Unconstrained Handwritten Bangla Document Images using Distance Transform—0
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation—0
Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation—0
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network—0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
EfficientSeg: An Efficient Semantic Segmentation NetworkCode1
SML: Semantic Meta-learning for Few-shot Semantic Segmentation—0
Synthesizing brain tumor images and annotations by combining progressive growing GAN and SPADE—0
Multi-channel MRI Embedding: An EffectiveStrategy for Enhancement of Human Brain WholeTumor SegmentationCode0
Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision FarmingCode1
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy ImagesCode1
Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep LearningCode0
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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