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Segmentation

Papers

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Showing 8701–8750 of 13072 papers

TitleStatusHype
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing—0
Delving into the Cyclic Mechanism in Semi-supervised Video Object SegmentationCode1
Pre-training with Meta Learning for Chinese Word Segmentation—0
Segmentation of the cortical plate in fetal brain MRI with a topological loss—0
Spherical Harmonics for Shape-Constrained 3D Cell Segmentation—0
Task-Adaptive Feature Transformer for Few-Shot Segmentation—0
SEG-MAT: 3D Shape Segmentation Using Medial Axis TransformCode1
High resolution weakly supervised localization architectures for medical imagesCode1
GAN based Unsupervised Segmentation: Should We Match the Exact Number of Objects—0
Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training—0
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
2nd Place Solution to Instance Segmentation of IJCAI 3D AI Challenge 2020—0
What is Wrong with Continual Learning in Medical Image Segmentation?—0
Sentence Boundary Augmentation For Neural Machine Translation Robustness—0
TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power LinesCode1
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans—0
Leveraging SLIC Superpixel Segmentation and Cascaded Ensemble SVM for Fully Automated Mass Detection In Mammograms—0
Color Image Segmentation Metrics—0
GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation—0
Modality-Pairing Learning for Brain Tumor Segmentation—0
Continual Unsupervised Domain Adaptation for Semantic SegmentationCode0
Multi-Stage Fusion for One-Click Segmentation—0
Double-Uncertainty Weighted Method for Semi-supervised Learning—0
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity SegmentationCode0
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines—0
PseudoSeg: Designing Pseudo Labels for Semantic SegmentationCode1
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound—0
Dynamically Tie the Right Offer to the Right Customer in Telecommunications Industry—0
Localized Interactive Instance Segmentation—0
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters—0
Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation—0
DEAL: Difficulty-aware Active Learning for Semantic SegmentationCode1
Learning Panoptic Segmentation from Instance ContoursCode0
CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network—0
Ensembling Low Precision Models for Binary Biomedical Image Segmentation—0
Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology—0
Human Segmentation with Dynamic LiDAR DataCode0
Human Perception-based Evaluation Criterion for Ultra-high Resolution Cell Membrane Segmentation—0
In Depth Bayesian Semantic Scene CompletionCode1
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels—0
Semantic Editing On Segmentation Map Via Multi-Expansion Loss—0
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region RefinementCode1
Encoder-decoder semantic segmentation models for electroluminescence images of thin-film photovoltaic modules—0
HS-ResNet: Hierarchical-Split Block on Convolutional Neural NetworkCode1
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical ImagingCode1
3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies—0
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment—0
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architectureCode0
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training—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