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 45514600 of 5035 papers

TitleStatusHype
Regional Interactive Image Segmentation Networks0
Deep Dual Learning for Semantic Image Segmentation0
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks0
Fast Barcode Retrieval for Consensus Contouring0
Possibilistic Fuzzy Local Information C-Means for Sonar Image Segmentation0
Neural networks for topology optimizationCode0
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images0
Learning to Label Affordances from Simulated and Real Data0
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT VolumesCode0
A First Derivative Potts Model for Segmentation and Denoising Using ILP0
SegFlow: Joint Learning for Video Object Segmentation and Optical FlowCode0
3D Densely Convolutional Networks for VolumetricSegmentation0
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image SegmentationCode0
An Efficient Evolutionary Based Method For Image Segmentation0
3D Densely Convolutional Networks for Volumetric SegmentationCode0
UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model0
Large Scale Image Segmentation with Structured Loss based Deep Learning for Connectome ReconstructionCode0
Detection and Localization of Drosophila Egg Chambers in Microscopy Images.Code0
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions0
Exploring and Exploiting Diversity for Image Segmentation0
4D Multi-atlas Label Fusion using Longitudinal Images0
A Type II Fuzzy Entropy Based Multi-Level Image Thresholding Using Adaptive Plant Propagation Algorithm0
Flower Categorization using Deep Convolutional Neural Networks0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation0
Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study0
An Error Detection and Correction Framework for Connectomics0
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT0
2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation0
Fashioning with Networks: Neural Style Transfer to Design Clothes0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
A Locally Adapting Technique for Boundary Detection using Image Segmentation0
Efficient Yet Deep Convolutional Neural Networks for Semantic SegmentationCode0
An image segmentation algorithm for measurement of flotation froth bubble size distributions0
Coarse-to-Fine Lifted MAP Inference in Computer VisionCode0
Learning Aerial Image Segmentation from Online MapsCode0
Improving Gibbs Sampler Scan Quality with DoGS0
Dominant Sets for "Constrained" Image Segmentation0
Adversarial training and dilated convolutions for brain MRI segmentation0
Image Segmentation Algorithms Overview0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image SegmentationCode0
Location Dependent Dirichlet Processes0
Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRFCode0
Learning Object Interactions and Descriptions for Semantic Image Segmentation0
ShapeOdds: Variational Bayesian Learning of Generative Shape Models0
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation0
Improving RANSAC-Based Segmentation Through CNN Encapsulation0
Robust Video-Based Eye Tracking Using Recursive Estimation of Pupil CharacteristicsCode0
A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography0
Tversky loss function for image segmentation using 3D fully convolutional deep networksCode0
Show:102550
← PrevPage 92 of 101Next →

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