SOTAVerified

Segmentation

Papers

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Showing 7251–7300 of 13072 papers

TitleStatusHype
Segmenting white matter hyperintensities on isotropic three-dimensional Fluid Attenuated Inversion Recovery magnetic resonance images: Assessing deep learning tools on norwegian imaging database—0
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding—0
CACTUSS: Common Anatomical CT-US Space for US examinationsCode0
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode0
Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation—0
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes—0
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation—0
ESFPNet: efficient deep learning architecture for real-time lesion segmentation in autofluorescence bronchoscopic videoCode0
Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand—0
Immunofluorescence Capillary Imaging Segmentation: Cases StudyCode0
Left Ventricle Contouring of Apical Three-Chamber Views on 2D Echocardiography—0
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision—0
Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty QuantificationCode0
YOLO2U-Net: Detection-Guided 3D Instance Segmentation for Microscopy—0
3D Concept Grounding on Neural Fields—0
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology ImagesCode0
Online Video Instance Segmentation via Robust Context Fusion—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion—0
Normalized Feature Distillation for Semantic Segmentation—0
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategiesCode0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net—0
VertXNet: Automatic Segmentation and Identification of Lumbar and Cervical Vertebrae from Spinal X-ray Images—0
PseudoClick: Interactive Image Segmentation with Click Imitation—0
A Waste Copper Granules Rating System Based on Machine Vision—0
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation—0
Self-attention on Multi-Shifted Windows for Scene SegmentationCode0
An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion SegmentationCode0
SHDM-NET: Heat Map Detail Guidance with Image Matting for Industrial Weld Semantic Segmentation Network—0
A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation—0
SST-Calib: Simultaneous Spatial-Temporal Parameter Calibration between LIDAR and Camera—0
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationCode0
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Lightweight Encoder-Decoder Architecture for Foot Ulcer Segmentation—0
Is the U-Net Directional-Relationship Aware?Code0
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification—0
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images—0
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR ImagesCode0
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling—0
Beyond mAP: Towards better evaluation of instance segmentation—0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality—0
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Segmentation Guided Deep HDR Deghosting—0
S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation—0
Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images—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