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 4351–4400 of 5035 papers

TitleStatusHype
Recent progress in semantic image segmentation—0
Mask Editor : an Image Annotation Tool for Image Segmentation TasksCode0
A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors—0
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction—0
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer—0
Interactive Binary Image Segmentation with Edge Preservation—0
Computation of Total Kidney Volume from CT images in Autosomal Dominant Polycystic Kidney Disease using Multi-Task 3D Convolutional Neural Networks—0
Content-based Propagation of User Markings for Interactive Segmentation of Patterned ImagesCode0
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark—0
Retinal Vessel Segmentation under Extreme Low Annotation: A Generative Adversarial Network Approach—0
Fewer is More: Image Segmentation Based Weakly Supervised Object Detection with Partial Aggregation—0
Iris recognition in cases of eye pathology—0
Image Segmentation with Pseudo-marginal MCMC Sampling and Nonparametric Shape Priors—0
Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphone Camera—0
Cataract influence on iris recognition performance—0
Interactive Boundary Prediction for Object Selection—0
Key-Word-Aware Network for Referring Expression Image Segmentation—0
Multi-Scale Context Intertwining for Semantic Segmentation—0
A Simplified Approach to Deep Learning for Image Segmentation—0
Understanding Neural Pathways in Zebrafish through Deep Learning and High Resolution Electron Microscope Data—0
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes—0
Group-Representative Functional Network Estimation from Multi-Subject fMRI Data via MRF-based Image Segmentation—0
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approachCode0
A Brief Survey and an Application of Semantic Image Segmentation for Autonomous Driving—0
Segmentation of Microscopy Data for finding Nuclei in Divergent Images—0
Concept Mask: Large-Scale Segmentation from Semantic Concepts—0
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation—0
Unsupervised learning of foreground object detection—0
NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks—0
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos—0
An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation—0
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation—0
A Restricted-Domain Dual Formulation for Two-Phase Image Segmentation—0
A multi-contrast MRI approach to thalamus segmentationCode0
Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation—0
Face Mask Extraction in Video Sequence—0
Feature Fusion through Multitask CNN for Large-scale Remote Sensing Image Segmentation—0
Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3—0
A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net—0
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks—0
Automatically Designing CNN Architectures for Medical Image Segmentation—0
Cross Pixel Optical Flow Similarity for Self-Supervised Learning—0
Near Real-time Hippocampus Segmentation Using Patch-based Canonical Neural Network—0
Learning to Segment Medical Images with Scribble-Supervision Alone—0
Prostate Segmentation using 2D Bridged U-net—0
Data-Driven Segmentation of Post-mortem Iris Images—0
Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations—0
Efficient identification, localization and quantification of grapevine inflorescences in unprepared field images using Fully Convolutional Networks—0
Show:102550
← PrevPage 88 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