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 48014850 of 5035 papers

TitleStatusHype
Inferring M-Best Diverse Labelings in a Single One0
Semi-Supervised Normalized Cuts for Image Segmentation0
Robust Image Segmentation Using Contour-Guided Color PalettesCode0
Higher-Order Inference for Multi-Class Log-Supermodular Models0
Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation0
TransCut: Transparent Object Segmentation from a Light-Field Image0
Screen Content Image Segmentation Using Sparse-Smooth Decomposition0
Superpixel Convolutional Networks using Bilateral InceptionsCode0
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform0
Attention to Scale: Scale-aware Semantic Image Segmentation0
Next Generation Multicuts for Semi-Planar Graphs0
Symmetry-invariant optimization in deep networks0
Regional Active Contours based on Variational level sets and Machine Learning for Image Segmentation0
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation0
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns0
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection0
Shape Complexes in Continuous Max-Flow Hierarchical Multi-Labeling Problems0
A Latent Source Model for Patch-Based Image Segmentation0
Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching0
Is Image Super-resolution Helpful for Other Vision Tasks?0
A Parallel Framework for Parametric Maximum Flow Problems in Image Segmentation0
Self-Configuring and Evolving Fuzzy Image Thresholding0
Semantic Image Segmentation via Deep Parsing NetworkCode0
Convexity Shape Constraints for Image Segmentation0
Joint Color-Spatial-Directional clustering and Region Merging (JCSD-RM) for unsupervised RGB-D image segmentation0
Semantic Video Segmentation : Exploring Inference EfficiencyCode0
Large-scale EM Analysis of the Drosophila Antennal Lobe with Automatically Computed Synapse Point Clouds0
Introducing Geometry in Active Learning for Image Segmentation0
Saliency maps on image hierarchies0
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines0
LooseCut: Interactive Image Segmentation with Loosely Bounded Boxes0
Planar Ultrametric Rounding for Image Segmentation0
Beyond Semantic Image Segmentation : Exploring Efficient Inference in Video0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields0
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation0
An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation0
Point-wise Map Recovery and Refinement from Functional Correspondence0
Combinatorial Energy Learning for Image Segmentation0
Constrained Convolutional Neural Networks for Weakly Supervised SegmentationCode0
Tree-Cut for Probabilistic Image Segmentation0
Deeply Learning the Messages in Message Passing Inference0
What's the Point: Semantic Segmentation with Point SupervisionCode0
Comparing the Performance of L*A*B* and HSV Color Spaces with Respect to Color Image Segmentation0
A Novel Approach Towards Clustering Based Image Segmentation0
A MRF Shape Prior for Facade Parsing With Occlusions0
Superpixel Segmentation Using Linear Spectral Clustering0
Scene Labeling With LSTM Recurrent Neural Networks0
Fusion Moves for Correlation ClusteringCode0
Image Segmentation in Twenty Questions0
Sparse Depth Super Resolution0
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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