SOTAVerified

Segmentation

Papers

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Showing 12651–12700 of 13072 papers

TitleStatusHype
TransCut: Transparent Object Segmentation from a Light-Field Image—0
Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation—0
Screen Content Image Segmentation Using Sparse-Smooth Decomposition—0
Superpixel Convolutional Networks using Bilateral InceptionsCode0
Hand Pose Estimation through Semi-Supervised and Weakly-Supervised Learning—0
Learning to decompose for object detection and instance segmentation—0
Enhancements in statistical spoken language translation by de-normalization of ASR results—0
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning—0
Probabilistic Segmentation via Total Variation Regularization—0
Reversible Recursive Instance-level Object Segmentation—0
Volume-based Semantic Labeling with Signed Distance Functions—0
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform—0
Attention to Scale: Scale-aware Semantic Image Segmentation—0
Spatially Coherent Random Forests—0
Semantic Segmentation with Boundary Neural Fields—0
Next Generation Multicuts for Semi-Planar Graphs—0
Coherent Motion Segmentation in Moving Camera Videos using Optical Flow Orientations—0
Regional Active Contours based on Variational level sets and Machine Learning for Image Segmentation—0
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications to Parallel Machine Learning and Multi-Label Image Segmentation—0
Visual Quality Enhancement in Optoacoustic Tomography using Active Contour Segmentation Priors—0
A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns—0
Geometric Context from Videos—0
Combine CRF and MMSEG to Boost Chinese Word Segmentation in Social Media—0
Semi-Automatic Segmentation of Autosomal Dominant Polycystic Kidneys using Random Forests—0
Efficient Unsupervised Temporal Segmentation of Motion Data—0
Towards Direct Medical Image Analysis without Segmentation—0
Shape Complexes in Continuous Max-Flow Hierarchical Multi-Labeling Problems—0
SemanticPaint: A Framework for the Interactive Segmentation of 3D Scenes—0
Using Anatomical Markers for Left Ventricular Segmentation of Long Axis Ultrasound Images—0
Interactive multiclass segmentation using superpixel classification—0
Language Segmentation—0
A Latent Source Model for Patch-Based Image Segmentation—0
General Dynamic Scene Reconstruction from Multiple View Video—0
Automatically Segmenting Oral History Transcripts—0
Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching—0
A Parallel Framework for Parametric Maximum Flow Problems in Image Segmentation—0
Self-Configuring and Evolving Fuzzy Image Thresholding—0
gSLICr: SLIC superpixels at over 250HzCode0
STC: A Simple to Complex Framework for Weakly-supervised Semantic SegmentationCode0
Proposal-free Network for Instance-level Object Segmentation—0
Convexity Shape Constraints for Image Segmentation—0
Joint Color-Spatial-Directional clustering and Region Merging (JCSD-RM) for unsupervised RGB-D image segmentation—0
Semantic Amodal SegmentationCode0
Semantic Video Segmentation : Exploring Inference EfficiencyCode0
Units in segmentation: a computational investigation—0
Metastatic liver tumour segmentation from discriminant Grassmannian manifolds—0
Saliency maps on image hierarchies—0
Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation—0
Partitioned Shape Modeling with On-the-Fly Sparse Appearance Learning for Anterior Visual Pathway Segmentation—0
3D Automatic Segmentation Method for Retinal Optical Coherence Tomography Volume Data Using Boundary Surface Enhancement—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified