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Segmentation

Papers

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Showing 6951–7000 of 13072 papers

TitleStatusHype
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline ExtractionCode0
Otsu based Differential Evolution Method for Image Segmentation—0
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation—0
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation—0
Cutting-Splicing data augmentation: A novel technology for medical image segmentation—0
Heterogeneous Feature Distillation Network for SAR Image Semantic Segmentation—0
Cerebrovascular Segmentation via Vessel Oriented Filtering Network—0
EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle—0
Semantic Segmentation with Active Semi-Supervised Representation Learning—0
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation—0
Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images—0
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds—0
Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks—0
Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning—0
Instance Segmentation with Cross-Modal Consistency—0
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing—0
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time AugmentationCode0
MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation—0
On the calibration of underrepresented classes in LiDAR-based semantic segmentation—0
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer—0
Corneal endothelium assessment in specular microscopy images with Fuchs' dystrophy via deep regression of signed distance mapsCode0
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image SegmentationCode0
X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation—0
Geometric Active Learning for Segmentation of Large 3D Volumes—0
Feature-Adaptive Interactive Thresholding of Large 3D Volumes—0
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos—0
Robust Action Segmentation from Timestamp Supervision—0
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image—0
Quantifying U-Net Uncertainty in Multi-Parametric MRI-based Glioma Segmentation by Spherical Image Projection—0
The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion)—0
A Generalist Framework for Panoptic Segmentation of Images and Videos—0
Subword Segmental Language Modelling for Nguni LanguagesCode0
Hierarchical Instance Mixing across Domains in Aerial Segmentation—0
DPANET:Dual Pooling Attention Network for Semantic Segmentation—0
Memory transformers for full context and high-resolution 3D Medical Segmentation—0
Improving Dense Contrastive Learning with Dense Negative Pairs—0
Streaming Punctuation for Long-form Dictation with Transformers—0
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation—0
The Fast and Accurate Approach to Detection and Segmentation of Melanoma Skin Cancer using Fine-tuned Yolov3 and SegNet Based on Deep Transfer Learning—0
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyCode0
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text—0
Label-free segmentation from cardiac ultrasound using self-supervised learning—0
Scale Equivariant U-Net—0
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data—0
Uncertainty-aware LiDAR Panoptic SegmentationCode0
Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural NetworksCode0
Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive LearningCode0
Sequential Ensembling for Semantic Segmentation—0
Improving Data-Efficient Fossil Segmentation via Model Editing—0
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation—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