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
Candidate Constrained CRFs for Loss-Aware Structured Prediction0
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
Near-optimal Keypoint Sampling for Fast Pathological Lung Segmentation0
CIDI-Lung-Seg: A Single-Click Annotation Tool for Automatic Delineation of Lungs from CT Scans0
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
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation0
Dense Semantic Image Segmentation with Objects and Attributes0
Unsupervised Multi-Class Joint Image Segmentation0
Cut, Glue & Cut: A Fast, Approximate Solver for Multicut Partitioning0
Multiscale Combinatorial Grouping0
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case0
Learning-Based Atlas Selection for Multiple-Atlas Segmentation0
Error-tolerant Scribbles Based Interactive Image Segmentation0
Transitive Distance Clustering with K-Means Duality0
Laplacian Coordinates for Seeded Image Segmentation0
Nonparametric Part Transfer for Fine-grained Recognition0
Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior0
Discrete-Continuous Gradient Orientation Estimation for Faster Image Segmentation0
Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models0
Patch-based Evaluation of Image Segmentation0
Combined Approach for Image Segmentation0
A Comparison of Nature Inspired Algorithms for Multi-threshold Image Segmentation0
Seeking multi-thresholds for image segmentation with Learning Automata0
A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization0
Variational Image Segmentation Model Coupled with Image Restoration Achievements0
Image Segmentation Using Frequency Locking of Coupled Oscillators0
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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