SOTAVerified

Segmentation

Papers

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Showing 8401–8450 of 13072 papers

TitleStatusHype
LIFE: A Generalizable Autodidactic Pipeline for 3D OCT-A Vessel Segmentation—0
Semantic Segmentation on Multiple Visual Domains—0
Hepatocellular Carcinoma Segmentation from Digital Subtraction Angiography Videos using Learnable Temporal Difference—0
Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds—0
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation—0
Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images—0
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation—0
VIN: Voxel-based Implicit Network for Joint 3D Object Detection and Segmentation for Lidars—0
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma SegmentationCode0
Learn to Learn Metric Space for Few-Shot Segmentation of 3D Shapes—0
Learning Stixel-based Instance Segmentation—0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Hierarchical Semantic Segmentation using Psychometric Learning—0
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor—0
Comparing Machine Learning based Segmentation Models on Jet Fire Radiation Zones—0
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations—0
Stateless actor-critic for instance segmentation with high-level priors—0
Differentially private federated deep learning for multi-site medical image segmentationCode0
Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-specific Atlas Maps—0
Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation—0
Image Complexity Guided Network Compression for Biomedical Image Segmentation—0
Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation—0
Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand SegmentationCode0
Semantic Segmentation Alternative Technique: Segmentation Domain Generation—0
A new smart-cropping pipeline for prostate segmentation using deep learning networks—0
Can Super Resolution be used to improve Human Pose Estimation in Low Resolution Scenarios?—0
Label noise in segmentation networks : mitigation must deal with bias—0
A topological solution to object segmentation and tracking—0
VolNet: Estimating Human Body Part Volumes from a Single RGB Image—0
Are standard Object Segmentation models sufficient for Learning Affordance Segmentation?—0
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy—0
EAR-NET: Error Attention Refining Network For Retinal Vessel SegmentationCode0
Pulmonary Vessel Segmentation based on Orthogonal Fused U-Net++ of Chest CT Images—0
Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning—0
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery VideosCode0
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard RowsCode0
Scalable Certified Segmentation via Randomized SmoothingCode0
Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images—0
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization—0
Language-Level Semantics Conditioned 3D Point Cloud Segmentation—0
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint—0
A Conditional Splitting Framework for Efficient Constituency Parsing—0
SOLO: A Simple Framework for Instance Segmentation—0
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification—0
Single-Step Adversarial Training for Semantic Segmentation—0
Segmentation with Multiple Acceptable Annotations: A Case Study of Myocardial Segmentation in Contrast EchocardiographyCode0
IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement—0
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives—0
On Improving an Already Competitive Segmentation Algorithm for the Cell Tracking Challenge - Lessons Learned—0
Residual Moment Loss for Medical Image 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