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Segmentation

Papers

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Showing 1851–1900 of 13072 papers

TitleStatusHype
CarveMix: A Simple Data Augmentation Method for Brain Lesion SegmentationCode1
Multi-label affordance mapping from egocentric visionCode1
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance SegmentationCode1
Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNetCode1
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
Multimodal Material SegmentationCode1
BDG-Net: Boundary Distribution Guided Network for Accurate Polyp SegmentationCode1
Analyzing Overfitting under Class Imbalance in Neural Networks for Image SegmentationCode1
MultiNet: Real-time Joint Semantic Reasoning for Autonomous DrivingCode1
Multi-Object Tracking and Segmentation via Neural Message PassingCode1
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point CloudsCode1
Mumford-Shah Loss Functional for Image Segmentation with Deep LearningCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic SegmentationCode1
Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extractionCode1
Multiscale Deep Equilibrium ModelsCode1
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image SegmentationCode1
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing ImageryCode1
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic SegmentationCode1
Multi-source Domain Adaptation for Semantic SegmentationCode1
Multi-stage Learning for Radar Pulse Activity SegmentationCode1
MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex PolygonsCode1
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions?Code1
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
Multi-view Inverse Rendering for Large-scale Real-world Indoor ScenesCode1
Benchmarking Segmentation Models with Mask-Preserved Attribute EditingCode1
Anatomical Data Augmentation via Fluid-based Image RegistrationCode1
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRACode1
Object Segmentation Without Labels with Large-Scale Generative ModelsCode1
D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
3D U-Net: Learning Dense Volumetric Segmentation from Sparse AnnotationCode1
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimationCode1
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation PipelineCode1
NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisationCode1
NeRD: Neural Representation of Distribution for Medical Image SegmentationCode1
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentationCode1
2018 Robotic Scene Segmentation ChallengeCode1
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature FusionCode1
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical SegmentationCode1
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at NightCode1
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance SegmentationCode1
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram VideosCode1
nnU-Net for Brain Tumor SegmentationCode1
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR SegmentationCode1
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point LabelsCode1
CycleMLP: A MLP-like Architecture for Dense PredictionCode1
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truthCode1
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based PerceptionCode1
D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in VideosCode1
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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