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Segmentation

Papers

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Showing 11001–11050 of 13072 papers

TitleStatusHype
Joint Iris Segmentation and Localization Using Deep Multi-task Learning FrameworkCode0
Texture-Aware Superpixel Segmentation—0
Explicit topological priors for deep-learning based image segmentation using persistent homology—0
Influence of segmentation on deep iris recognition performance—0
Mask-RCNN and U-net Ensembled for Nuclei SegmentationCode0
A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging—0
Automated Quality Control in Image Segmentation: Application to the UK Biobank Cardiac MR Imaging Study—0
Language Model Pre-training for Hierarchical Document Representations—0
ACNN: a Full Resolution DCNN for Medical Image SegmentationCode0
Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation—0
Soft labeling by Distilling Anatomical knowledge for Improved MS Lesion Segmentation—0
Joint shape learning and segmentation for medical images using a minimalistic deep network—0
Optimized High Resolution 3D Dense-U-Net Network for Brain and Spine SegmentationCode0
Semi-Supervised Image-to-Image Translation—0
Random Forest with Learned Representations for Semantic Segmentation—0
a high efficiency fully convolutional networks for pixel wise surface defect detection—0
Reducing the Model Variance of a Rectal Cancer Segmentation Network—0
Design of Real-time Semantic Segmentation Decoder for Automated Driving—0
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images—0
Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks—0
AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving—0
Truly Generalizable Radiograph Segmentation with Conditional Domain AdaptationCode0
Domain Adaptation for Structured Output via Discriminative Patch RepresentationsCode0
Cascade Decoder: A Universal Decoding Method for Biomedical Image Segmentation—0
Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop—0
River Ice Segmentation with Deep LearningCode0
A Fully Bayesian Infinite Generative Model for Dynamic Texture Segmentation—0
Automated Deep Photo Style TransferCode0
Automatic classification of geologic units in seismic images using partially interpreted examples—0
Boundary-Aware Network for Fast and High-Accuracy Portrait SegmentationCode0
Real-time Joint Object Detection and Semantic Segmentation Network for Automated Driving—0
UPSNet: A Unified Panoptic Segmentation NetworkCode0
Residual Pyramid FCN for Robust Follicle Segmentation—0
Segmentation of Levator Hiatus Using Multi-Scale Local Region Active contours and Boundary Shape Similarity Constraint—0
Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet—0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort—0
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image SegmentationCode0
Illumination-Aware Multi-Task GANs for Foreground Segmentation—0
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation—0
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks—0
Interactive Image Segmentation using Label Propagation through Complex Networks—0
TraceCaps: A Capsule-based Neural Network for Semantic Segmentation—0
Unseen Object Segmentation in Videos via Transferable Representations—0
Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-photon microscopy images—0
Reproducibility Evaluation of SLANT Whole Brain Segmentation Across Clinical Magnetic Resonance Imaging Protocols—0
Segmentation Guided Image-to-Image Translation with Adversarial NetworksCode0
Learning-Free Iris Segmentation Revisited: A First Step Toward Fast Volumetric Operation Over Video SamplesCode0
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders—0
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles—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