SOTAVerified

Segmentation

Papers

Showing 1040110450 of 13072 papers

TitleStatusHype
U4D: Unsupervised 4D Dynamic Scene Understanding0
Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth0
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding BoxesCode0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks0
Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery0
Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?0
Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal ModelingCode0
An Efficient 3D CNN for Action/Object Segmentation in Video0
Unsupervised Segmentation of Hyperspectral Images Using 3D Convolutional AutoencodersCode0
Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model0
Logical Segmentation of Source Code0
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery VideoCode0
Exploiting bilateral symmetry in brain lesion segmentation0
Temporally Coherent General Dynamic Scene Reconstruction0
Self-supervised Training of Proposal-based Segmentation via Background Prediction0
News Cover Assessment via Multi-task Learning0
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN0
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees0
AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks0
X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range DependenciesCode0
Separable Convolutional LSTMs for Faster Video SegmentationCode1
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium SegmentationCode1
Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation0
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
Improving Semantic Segmentation via Dilated Affinity0
MaskPlus: Improving Mask Generation for Instance Segmentation0
Real-time Hair Segmentation and Recoloring on Mobile GPUs0
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on AttentionCode0
Motion Segmentation Using Locally Affine Atom Voting0
Understanding Deep Learning Techniques for Image Segmentation0
Deep Active Learning for Axon-Myelin Segmentation on Histology DataCode1
Cross-Domain Complementary Learning Using Pose for Multi-Person Part SegmentationCode0
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed TomographyCode0
Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation0
Accurate Nuclear Segmentation with Center Vector Encoding0
DSNet: Automatic Dermoscopic Skin Lesion SegmentationCode0
Brain Tissues Segmentation on MR Perfusion Images Using CUSUM Filter for Boundary Pixels0
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired ImagesCode0
Spacetime Graph Optimization for Video Object Segmentation0
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets0
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image SegmentationCode0
Accurate Congenital Heart Disease Model Generation for 3D Printing0
Unsupervised cycle-consistent deformation for shape matching0
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction0
Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation0
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation0
Cardiac MRI Segmentation with Strong Anatomical GuaranteesCode1
Feature-Based Image Clustering and Segmentation Using WaveletsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified