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 50015035 of 5035 papers

TitleStatusHype
Semi-supervised Node Splitting for Random Forest Construction0
Exemplar-Based Face Parsing0
Constraints as Features0
Robust Region Grouping via Internal Patch Statistics0
A Local Active Contour Model for Image Segmentation with Intensity Inhomogeneity0
Higher-order Segmentation via Multicuts0
Sparse Norm Filtering0
A Contrario Selection of Optimal Partitions for Image Segmentation0
Hybridization of Otsu Method and Median Filter for Color Image Segmentation0
A Fast Semidefinite Approach to Solving Binary Quadratic ProblemsCode0
Event management for large scale event-driven digital hardware spiking neural networks0
A Quorum Sensing Inspired Algorithm for Dynamic Clustering0
A multiscale graph cut approach to bright-field multiple cell image segmentation using a Bhattacharyya measure0
StructBoost: Boosting Methods for Predicting Structured Output Variables0
GMM-Based Hidden Markov Random Field for Color Image and 3D Volume SegmentationCode0
Discriminatively Trained Sparse Code Gradients for Contour Detection0
Automatic Segmentation of Fluorescence Lifetime Microscopy Images of Cells Using Multi-Resolution Community Detection0
HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization AlgorithmCode0
Anatomical Structure Segmentation in Liver MRI Images0
Spectral Graph Cut from a Filtering Point of View0
Probabilistic Joint Image Segmentation and Labeling0
Pylon Model for Semantic Segmentation0
Spatial distance dependent Chinese restaurant processes for image segmentation0
Higher-Order Correlation Clustering for Image Segmentation0
Combinatorial clustering and the beta negative binomial process0
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures0
Nonparametric Bayesian Texture Learning and Synthesis0
Region-based Segmentation and Object Detection0
Maximin affinity learning of image segmentation0
Nuclei Segmentation In Microscope Cell Images: A Hand-Segmented Dataset And Comparison Of Algorithms0
Cascaded Classification Models: Combining Models for Holistic Scene Understanding0
Multi-Dimensional Recurrent Neural NetworksCode0
Image Segmentation by Uniform Color Clustering Approach and Benchmark Results0
Image Segmentation Based on Watershed and Edge Detection Techniques0
Unsupervised image segmentation using a simple MRF model with a new implementation scheme0
Show:102550
← PrevPage 101 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