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 49014950 of 5035 papers

TitleStatusHype
Multi-Atlas Segmentation of Biomedical Images: A Survey0
Brain Tumor Detection Based on Bilateral Symmetry Information0
Joint Segmentation and Deconvolution of Ultrasound Images Using a Hierarchical Bayesian Model based on Generalized Gaussian Priors0
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection0
Large-scale Binary Quadratic Optimization Using Semidefinite Relaxation and Applications0
Clustering evolving data using kernel-based methods0
Fully Convolutional Neural Networks for Crowd Segmentation0
Power-Law Graph Cuts0
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation0
Salient Object Detection: A Discriminative Regional Feature Integration Approach0
Quantum Edge Detection for Image Segmentation in Optical Environments0
Identifying Synapses Using Deep and Wide Multiscale Recursive Networks0
Focused Proofreading: Efficiently Extracting Connectomes from Segmented EM ImagesCode0
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly max-Oracle0
GIMP and Wavelets for Medical Image Processing: Enhancing Images of the Fundus of the Eye0
Real-Time and Robust Method for Hand Gesture Recognition System Based on Cross-Correlation Coefficient0
Clustering Approach Towards Image Segmentation: An Analytical Study0
Globally Optimal Joint Image Segmentation and Shape Matching Based on Wasserstein Modes0
An Enhancement Neighborhood connected Segmentation for 2D-Cellular Image0
CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans0
Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation0
Fusion Based Holistic Road Scene Understanding0
Face Identification with Second-Order Pooling0
Support vector machine classification of dimensionally reduced structural MRI images for dementia0
A multilevel thresholding algorithm using Electromagnetism Optimization0
Incorporating Near-Infrared Information into Semantic Image Segmentation0
Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions0
Fast Edge Detection Using Structured Forests0
Nonparametric Part Transfer for Fine-grained Recognition0
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models0
Transitive Distance Clustering with K-Means Duality0
Cut, Glue & Cut: A Fast, Approximate Solver for Multicut Partitioning0
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation0
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case0
Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior0
Laplacian Coordinates for Seeded Image Segmentation0
Patch-based Evaluation of Image Segmentation0
Learning-Based Atlas Selection for Multiple-Atlas Segmentation0
Unsupervised Multi-Class Joint Image Segmentation0
Dense Semantic Image Segmentation with Objects and Attributes0
Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation0
Error-tolerant Scribbles Based Interactive Image Segmentation0
Multiscale Combinatorial Grouping0
Combined Approach for Image Segmentation0
Seeking multi-thresholds for image segmentation with Learning Automata0
A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization0
A Comparison of Nature Inspired Algorithms for Multi-threshold Image Segmentation0
Image Segmentation Using Frequency Locking of Coupled Oscillators0
Variational Image Segmentation Model Coupled with Image Restoration Achievements0
Entropy Based Cartoon Texture Separation0
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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