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 47514800 of 5035 papers

TitleStatusHype
Fast Semantic Image Segmentation with High Order Context and Guided Filtering0
Weakly Supervised Learning of Affordances0
Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images0
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal InferenceCode0
Clustering on the Edge: Learning Structure in Graphs0
A Classifier-guided Approach for Top-down Salient Object Detection0
Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic undecimated wavelets0
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation0
High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks0
Unsupervised Image Segmentation using the Deffuant-Weisbuch Model from Social Dynamics0
Reversible Image Merging for Low-level Machine Vision0
Fully-Automatic Synapse Prediction and Validation on a Large Data Set0
Image segmentation of cross-country scenes captured in IR spectrum0
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven PoolingCode0
Voronoi Region-Based Adaptive Unsupervised Color Image Segmentation0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
Variational reaction-diffusion systems for semantic segmentation0
Fast, Exact and Multi-Scale Inference for Semantic Image Segmentation with Deep Gaussian CRFsCode0
Kernelized Weighted SUSAN based Fuzzy C-Means Clustering for Noisy Image SegmentationCode0
Weakly-Supervised Semantic Segmentation using Motion Cues0
Robust cDNA microarray image segmentation and analysis technique based on Hough circle transform0
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image SegmentationCode0
Exploring Context with Deep Structured models for Semantic Segmentation0
A hybrid approach based segmentation technique for brain tumor in MRI Images0
A regularization-based approach for unsupervised image segmentation0
Joint Learning Templates and Slots for Event Schema Induction0
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images0
Cell segmentation with random ferns and graph-cuts0
Global Deconvolutional Networks for Semantic Segmentation0
Generating Discriminative Object Proposals via Submodular Ranking0
A Critical Connectivity Radius for Segmenting Randomly-Generated, High Dimensional Data Points0
Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm0
Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization0
On distances, paths and connections for hyperspectral image segmentation0
Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines0
Multicuts and Perturb & MAP for Probabilistic Graph Clustering0
GPU-Based Fuzzy C-Means Clustering Algorithm for Image Segmentation0
Graph entropies in texture segmentation of images0
Car Segmentation and Pose Estimation using 3D Object Models0
Neutro-Connectedness Cut0
Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding0
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications0
Planar Ultrametrics for Image Segmentation0
Entropy Minimization for Convex Relaxation Approaches0
Oriented Light-Field Windows for Scene Flow0
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image SegmentationCode0
Optimizing Expected Intersection-Over-Union With Candidate-Constrained CRFs0
StereoSnakes: Contour Based Consistent Object Extraction For Stereo Images0
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer0
Show:102550
← PrevPage 96 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