SOTAVerified

Image Segmentation

Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3601–3650 of 5035 papers

TitleStatusHype
End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving—0
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring—0
TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors—0
Co-Seg: An Image Segmentation Framework Against Label Corruption—0
ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation—0
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers—0
Mask-based Data Augmentation for Semi-supervised Semantic Segmentation—0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
Network-Agnostic Knowledge Transfer for Medical Image Segmentation—0
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image SegmentationCode0
Personal Fixations-Based Object Segmentation with Object Localization and Boundary PreservationCode0
Finger Vein Recognition by Generating Code—0
Analysis of Information Flow Through U-NetsCode0
Cell image segmentation by Feature Random Enhancement Module—0
Nonparametric clustering for image segmentation—0
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans—0
A survey on shape-constraint deep learning for medical image segmentation—0
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation—0
A tool for user friendly, cloud based, whole slide image segmentation—0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation—0
Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision—0
Rethinking Interactive Image Segmentation: Feature Space AnnotationCode0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation—0
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point CloudsCode0
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation—0
Domain Adaptation for the Segmentation of Confidential Medical ImagesCode0
Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation—0
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution—0
Cut out the annotator, keep the cutout: better segmentation with weak supervision—0
An Elastica Geodesic Approach With Convexity Shape Prior—0
Joint Topology-Preserving and Feature-Refinement Network for Curvilinear Structure Segmentation—0
Collective Robustness Certificates—0
Indirect Supervision to Mitigate Perturbations—0
Unsupervised Segmentation Incorporating Shape Prior via Generative Adversarial Networks—0
Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop—0
Faster Multi-Object Segmentation Using Parallel Quadratic Pseudo-Boolean Optimization—0
Differentiable Programming for Piecewise Polynomial Functions—0
Weakly Supervised Segmentation of Small Buildings With Point Labels—0
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study—0
Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning—0
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation—0
A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease—0
Power-SLIC: Fast Superpixel Segmentations by Diagrams—0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation—0
Recent Advances of Generic Object Detection with Deep Learning: A Review—0
Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation—0
Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation—0
Unsupervised Image Segmentation using Mutual Mean-Teaching—0
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation—0
Show:102550
← PrevPage 73 of 101Next →
All datasetsMSD (Mirror Segmentation Dataset)PMDMAS3KPascal Panoptic PartsRMASPASCAL VOCHuTu 80MARIDACOCO val2017ImageNetMSD HeartOxfordPets

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.92—Unverified
2HetNetIoU0.83—Unverified
3PMDIoU0.82—Unverified
4SANetIoU0.8—Unverified
5MirrorNetIoU0.79—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.73—Unverified
2HetNetIoU0.69—Unverified
3SANetIoU0.67—Unverified
4PMDIoU0.66—Unverified
5MirrorNetIoU0.59—Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetmIoU0.8—Unverified
2MAS-SAMmIoU0.79—Unverified
3MASNetmIoU0.74—Unverified
4ZoomNetmIoU0.74—Unverified
#ModelMetricClaimedVerifiedStatus
1HIPIE (ViT-H)mIoUPartS63.8—Unverified
2PPSmIoUPartS58.6—Unverified
3HIPIE (ResNet-50)mIoUPartS57.2—Unverified
4JPPFmIoUPartS54.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MAS-SAMmIoU0.74—Unverified
2SAM2-UNetmIoU0.74—Unverified
3MASNetmIoU0.73—Unverified
4ZoomNetmIoU0.73—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CmIoU63.6—Unverified
2OneNete,4-SmAP0.552.75—Unverified
3OneNeted,4mIoU14.9—Unverified
#ModelMetricClaimedVerifiedStatus
1UNetRDice0.98—Unverified
2PALEDDice0.98—Unverified
#ModelMetricClaimedVerifiedStatus
1ResAttUNetIoU0.67—Unverified
2UNetIoU0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1SynCo (ResNet-50) 200epmask AP35.4—Unverified
#ModelMetricClaimedVerifiedStatus
1MobileOne-S0GFLOPs0.28—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4mIoU6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CDice Score0.97—Unverified