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 2151–2200 of 5035 papers

TitleStatusHype
Inferring M-Best Diverse Labelings in a Single One—0
Influence of image segmentation on one-dimensional fluid dynamics predictions in the mouse pulmonary arteries—0
A Brief Survey and an Application of Semantic Image Segmentation for Autonomous Driving—0
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation—0
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation—0
Benefits of Linear Conditioning with Metadata for Image Segmentation—0
Differentiable Spline Approximations—0
LAM3D: Leveraging Attention for Monocular 3D Object Detection—0
Indirect Supervision to Mitigate Perturbations—0
Differentiable Rendering: A Survey—0
Differentiable Projection for Constrained Deep Learning—0
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation—0
Differentiable Programming for Piecewise Polynomial Functions—0
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation—0
Practical Guidelines for Cell Segmentation Models Under Optical Aberrations in Microscopy—0
An Automated Real-Time Approach for Image Processing and Segmentation of Fluoroscopic Images and Videos Using a Single Deep Learning Network—0
Inference of hidden structures in complex physical systems by multi-scale clustering—0
Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors—0
Bellybutton: Accessible and Customizable Deep-Learning Image Segmentation—0
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images—0
Diagnostics in Semantic Segmentation—0
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation—0
An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation—0
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy—0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation—0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
Bayesian optimization for modular black-box systems with switching costs—0
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization—0
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation—0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm—0
Incorporating Near-Infrared Information into Semantic Image Segmentation—0
Incorporating prior knowledge in medical image segmentation: a survey—0
Incremental Class Discovery for Semantic Segmentation with RGBD Sensing—0
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization—0
Development of an algorithm for medical image segmentation of bone tissue in interaction with metallic implants—0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers—0
Detection of Malfunctioning Modules in Photovoltaic Power Plants using Unsupervised Feature Clustering Segmentation Algorithm—0
Bayesian Multifractal Image Segmentation—0
Anatomical Structure Segmentation in Liver MRI Images—0
Detection of Late Blight Disease in Tomato Leaf Using Image Processing Techniques—0
Detection of Customer Interested Garments in Surveillance Video using Computer Vision—0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation—0
Detection and Tracking of Liquids with Fully Convolutional Networks—0
Bayesian image segmentations by Potts prior and loopy belief propagation—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
3D Cell Nuclei Segmentation with Balanced Graph Partitioning—0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders—0
Show:102550
← PrevPage 44 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