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 4151–4200 of 5035 papers

TitleStatusHype
Fusion Based Holistic Road Scene Understanding—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Fusion of Image Segmentation Algorithms using Consensus Clustering—0
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation—0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging—0
Fuzzy Clustering Based Segmentation Of Vertebrae in T1-Weighted Spinal MR Images—0
Fuzzy Rank-based Late Fusion Technique for Cytology image Segmentation—0
Fuzzy Superpixel-based Image Segmentation—0
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation—0
GAEI-UNet: Global Attention and Elastic Interaction U-Net for Vessel Image Segmentation—0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation—0
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation—0
Gastric histopathology image segmentation using a hierarchical conditional random field—0
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation—0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation—0
Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation—0
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation—0
Gazebo Plants: Simulating Plant-Robot Interaction with Cosserat Rods—0
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels—0
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation—0
GenColor: Generative Color-Concept Association in Visual Design—0
Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation—0
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model—0
Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach—0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling—0
Generating Discriminative Object Proposals via Submodular Ranking—0
Generation of annotated multimodal ground truth datasets for abdominal medical image registration—0
Generative adversarial network for segmentation of motion affected neonatal brain MRI—0
Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation—0
Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation—0
Geodesic Models with Convexity Shape Prior—0
Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement—0
GeoF: Geodesic Forests for Learning Coupled Predictors—0
Geometric Feature Prompting of Image Segmentation Models—0
Geometric Framework for Cell Oversegmentation—0
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
Geometry in Active Learning for Binary and Multi-class Image Segmentation—0
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts—0
GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation—0
G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space—0
GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye—0
GitNet: Geometric Prior-based Transformation for Birds-Eye-View Segmentation—0
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation—0
GLID: Pre-training a Generalist Encoder-Decoder Vision Model—0
Global Deconvolutional Networks for Semantic Segmentation—0
Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images—0
Global Image Segmentation Process using Machine Learning algorithm & Convolution Neural Network method for Self- Driving Vehicles—0
Global-Local Medical SAM Adaptor Based on Full Adaption—0
Show:102550
← PrevPage 84 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