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Segmentation

Papers

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Showing 8401–8450 of 13072 papers

TitleStatusHype
Unconditional Synthesis of Complex Scenes Using a Semantic Bottleneck—0
Differentiable Programming for Piecewise Polynomial Functions—0
Cut out the annotator, keep the cutout: better segmentation with weak supervision—0
Pseudo Label-Guided Multi Task Learning for Scene Understanding—0
Class Attention Network for Semantic Segmentation of Remote Sensing Images—0
Loss Ensembles for Extremely Imbalanced SegmentationCode1
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study—0
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation—0
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with TransformersCode2
Automatic Polyp Segmentation using U-Net-ResNet50—0
Exploring Large Context for Cerebral Aneurysm SegmentationCode0
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task—0
Enhancing Sindhi Word Segmentation using Subword Representation Learning and Position-aware Self-attention—0
Development and evaluation of a 3D annotation software for interactive COVID-19 lesion segmentation in chest CT—0
Ensembled ResUnet for Anatomical Brain Barriers Segmentation—0
Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning—0
Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis—0
Cascaded Framework for Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI—0
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-pickingCode1
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style TransferCode1
Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation—0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI—0
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units—0
Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation—0
Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images—0
Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image SegmentationCode1
A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images—0
Instance Segmentation of Industrial Point Cloud Data—0
White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative—0
RAP-Net: Coarse-to-Fine Multi-Organ Segmentation with Single Random Anatomical PriorCode0
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer—0
Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud DatasetCode1
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning—0
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation—0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Robust Kernel-based Feature Representation for 3D Point Cloud Analysis via Circular Convolutional Network—0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images—0
Intelligent Vector-based Customer Segmentation in the Banking Industry—0
Adversarial Multiscale Feature Learning for Overlapping Chromosome SegmentationCode0
Power-SLIC: Fast Superpixel Segmentations by Diagrams—0
QuickTumorNet: Fast Automatic Multi-Class Segmentation of Brain Tumors—0
Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object SegmentationCode1
Leaf Segmentation and Counting with Deep Learning: on Model Certainty, Test-Time Augmentation, Trade-Offs—0
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationCode1
A Multi-View Dynamic Fusion Framework: How to Improve the Multimodal Brain Tumor Segmentation from Multi-Views?—0
Segmentation of structural parts of rosebush plants with 3D point-based deep learning methods—0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation—0
Three Ways to Improve Semantic Segmentation with Self-Supervised Depth EstimationCode1
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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