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 42014250 of 5035 papers

TitleStatusHype
Globally Optimal Joint Image Segmentation and Shape Matching Based on Wasserstein Modes0
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning0
GMISeg: General Medical Image Segmentation without Re-Training0
GNEP Based Dynamic Segmentation and Motion Estimation for Neuromorphic Imaging0
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis0
GOSS: Towards Generalized Open-set Semantic Segmentation0
GPU-Based Fuzzy C-Means Clustering Algorithm for Image Segmentation0
Granular Generalized Variable Precision Rough Sets and Rational Approximations0
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution0
Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation0
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation0
Graph clustering, variational image segmentation methods and Hough transform scale detection for object measurement in images0
Graph Cut Segmentation Methods Revisited with a Quantum Algorithm0
Graph entropies in texture segmentation of images0
Graphical Potential Games0
Graph Information Bottleneck for Remote Sensing Segmentation0
Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)0
Image Processing via Multilayer Graph Spectra0
Graph Spectral Image Processing0
Greenery Segmentation In Urban Images By Deep Learning0
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques0
GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking0
Grouping Boundary Proposals for Fast Interactive Image Segmentation0
Group-Representative Functional Network Estimation from Multi-Subject fMRI Data via MRF-based Image Segmentation0
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation0
Grsnet: gated residual supervision network for pixel-wise building segmentation in remote sensing imagery0
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion0
Guided interactive image segmentation using machine learning and color based data set clustering0
Guided Proofreading of Automatic Segmentations for Connectomics0
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation0
Handwritten Devanagari Script Segmentation: A non-linear Fuzzy Approach0
HARIS: Human-Like Attention for Reference Image Segmentation0
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation0
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation0
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation0
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation0
HCS-TNAS: Hybrid Constraint-driven Semi-supervised Transformer-NAS for Ultrasound Image Segmentation0
HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation0
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology0
Heatmap-based Vanishing Point boosts Lane Detection0
Heed the Noise in Performance Evaluations in Neural Architecture Search0
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation0
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation0
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation0
hidden markov random fields and cuckoo search method for medical image segmentation0
Hierarchical Attention Networks for Medical Image Segmentation0
Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Synthesis and Perspective0
Hierarchical Piecewise-Constant Super-regions0
Hierarchical pixel clustering for image segmentation0
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images0
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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