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

Showing 33013350 of 5035 papers

TitleStatusHype
Image Segmentation to Identify Safe Landing Zones for Unmanned Aerial Vehicles0
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks0
High Quality Segmentation for Ultra High-resolution Images0
Schema matching using Gaussian mixture models with Wasserstein distance0
Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks0
Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification0
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessorCode0
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild?0
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
MaIL: A Unified Mask-Image-Language Trimodal Network for Referring Image Segmentation0
Differentiable Projection for Constrained Deep Learning0
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation0
Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy ImagesCode0
Comprehensive Multi-Modal Interactions for Referring Image Segmentation0
Automatic Semantic Segmentation of the Lumbar Spine: Clinical Applicability in a Multi-parametric and Multi-centre Study on Magnetic Resonance Images0
Weakly-supervised fire segmentation by visualizing intermediate CNN layers0
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Multiset Neurons0
Clicking Matters:Towards Interactive Human Parsing0
Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets0
SUPER-Net: Trustworthy Medical Image Segmentation with Uncertainty Propagation in Encoder-Decoder Networks0
Multi-Task Neural Processes0
Data privacy protection in microscopic image analysis for material data mining0
Robust deep learning-based semantic organ segmentation in hyperspectral images0
Multi-Modality Cardiac Image Analysis with Deep Learning0
FBNet: Feature Balance Network for Urban-Scene Segmentation0
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder0
Attention on Classification for Fire Segmentation0
Learned Image Compression for Machine Perception0
Detect-and-Segment: a Deep Learning Approach to Automate Wound Image Segmentation0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
3-D PET Image Generation with tumour masks using TGANCode0
Geodesic Models with Convexity Shape Prior0
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy0
MedAI: Transparency in Medical Image SegmentationCode0
Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentationCode0
Focal Attention Networks: optimising attention for biomedical image segmentation0
Incorporating Boundary Uncertainty into loss functions for biomedical image segmentation0
Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation0
Creating A Coefficient of Change in the Built Environment After a Natural Disaster0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
3D-OOCS: Learning Prostate Segmentation with Inductive BiasCode0
C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation0
Approximate Decomposable Submodular Function Minimization for Cardinality-Based ComponentsCode0
Localized Super Resolution for Foreground Images using U-Net and MR-CNNCode0
PL-Net: Progressive Learning Network for Medical Image Segmentation0
Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces0
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology0
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Benchmark Results

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