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Segmentation

Papers

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Showing 8351–8400 of 13072 papers

TitleStatusHype
Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds—0
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?—0
Reservoir Computing Approach for Gray Images Segmentation—0
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling TrainingCode0
Cardiac CT segmentation based on distance regularized level set—0
Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI—0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
Weighted Intersection over Union (wIoU) for Evaluating Image SegmentationCode0
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation—0
Dual-stream CNN: Joint Edge and Object for Nucleus Segmentation—0
Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters—0
An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-NetCode0
VTBIS: Vision Transformer for Biomedical Image Segmentation—0
Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade—0
Unsupervised Domain Adaptation for the Histopathological Cell Segmentation through Self-Ensembling—0
Sequence Model with Self-Adaptive Sliding Window for Efficient Spoken Document Segmentation—0
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access—0
Double Similarity Distillation for Semantic Image Segmentation—0
Transductive image segmentation: Self-training and effect of uncertainty estimation—0
Convolutional module for heart localization and segmentation in MRI—0
Exploring Set Similarity for Dense Self-supervised Representation Learning—0
Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation—0
A Positive/Unlabeled Approach for the Segmentation of Medical Sequences using Point-Wise SupervisionCode0
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues—0
Tracing Halpha Fibrils through Bayesian Deep Learning—0
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference—0
Unpaired cross-modality educed distillation (CMEDL) for medical image segmentation—0
Contrastive Predictive Coding for Anomaly Detection—0
MeNToS: Tracklets Association with a Space-Time Memory Network—0
A modular U-Net for automated segmentation of X-ray tomography images in composite materialsCode0
Amodal segmentation just like doing a jigsaw—0
Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation—0
Learning from Partially Overlapping Labels: Image Segmentation under Annotation Shift—0
TransClaw U-Net: Claw U-Net with Transformers for Medical Image SegmentationCode0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation—0
AutoFB: Automating Fetal Biometry Estimation from Standard Ultrasound Planes—0
Context-aware virtual adversarial training for anatomically-plausible segmentation—0
EndoUDA: A modality independent segmentation approach for endoscopy imaging—0
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection—0
BEV-MODNet: Monocular Camera based Bird's Eye View Moving Object Detection for Autonomous Driving—0
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation—0
SE-PSNet: Silhouette-based Enhancement Feature for Panoptic Segmentation Network—0
Merging Tasks for Video Panoptic Segmentation—0
Learning 3D Dense Correspondence via Canonical Point Autoencoder—0
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images—0
Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation—0
Task-Aware Sampling Layer for Point-Wise Analysis—0
Towards Robust General Medical Image SegmentationCode0
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation—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