SOTAVerified

Segmentation

Papers

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Showing 12601–12650 of 13072 papers

TitleStatusHype
A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRICode0
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network—0
Car Segmentation and Pose Estimation using 3D Object Models—0
Neutro-Connectedness Cut—0
Context Driven Label Fusion for segmentation of Subcutaneous and Visceral Fat in CT Volumes—0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
Unsupervised Temporal Segmentation of Repetitive Human Actions Based on Kinematic Modeling and Frequency Analysis—0
Affinity CNN: Learning Pixel-Centric Pairwise Relations for Figure/Ground Embedding—0
Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo—0
Motion Trajectory Segmentation via Minimum Cost Multicuts—0
Contour Detection and Characterization for Asynchronous Event Sensors—0
Fully Connected Object Proposals for Video Segmentation—0
Joint Optimization of Segmentation and Color Clustering—0
Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces—0
Efficient Video Segmentation Using Parametric Graph Partitioning—0
Learning to Boost Filamentary Structure Segmentation—0
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation—0
Detection and Segmentation of 2D Curved Reflection Symmetric Structures—0
Robust Image Segmentation Using Contour-Guided Color PalettesCode0
Video Segmentation With Just a Few Strokes—0
Secrets of GrabCut and Kernel K-Means—0
Weakly- and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image SegmentationCode0
Semi-Supervised Normalized Cuts for Image Segmentation—0
Semantic Segmentation With Object Clique Potential—0
Predicting Multiple Structured Visual Interpretations—0
Tracking-by-Segmentation With Online Gradient Boosting Decision Tree—0
Optimizing Expected Intersection-Over-Union With Candidate-Constrained CRFs—0
Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts—0
StereoSnakes: Contour Based Consistent Object Extraction For Stereo Images—0
Planar Ultrametrics for Image Segmentation—0
OntoSeg: a Novel Approach to Text Segmentation using Ontological Similarity—0
Iterative Instance Segmentation—0
Higher Order Conditional Random Fields in Deep Neural NetworksCode0
Recurrent Instance Segmentation—0
Pushing the Boundaries of Boundary Detection using Deep Learning—0
Multi-Scale Context Aggregation by Dilated ConvolutionsCode0
Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation—0
ReSeg: A Recurrent Neural Network-based Model for Semantic SegmentationCode0
Screen Content Image Segmentation Using Sparse-Smooth Decomposition—0
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
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
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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