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Segmentation

Papers

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Showing 1801–1850 of 13072 papers

TitleStatusHype
MSeg: A Composite Dataset for Multi-domain Semantic SegmentationCode1
AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology ImagesCode1
Causality-inspired Single-source Domain Generalization for Medical Image SegmentationCode1
AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance ImagesCode1
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networksCode1
General and Task-Oriented Video SegmentationCode1
Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and DetectionCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic SegmentationCode1
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep LearningCode1
Eigencontours: Novel Contour Descriptors Based on Low-Rank ApproximationCode1
EllSeg: An Ellipse Segmentation Framework for Robust Gaze TrackingCode1
ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR DataCode1
3D Tooth Mesh Segmentation with Simplified Mesh Cell RepresentationCode1
Embedding-based Instance Segmentation in MicroscopyCode1
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal InterventionCode1
EM-driven unsupervised learning for efficient motion segmentationCode1
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion ModelCode1
Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentationsCode1
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional NetworksCode1
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRICode1
Advanced Deep Networks for 3D Mitochondria Instance SegmentationCode1
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
BARS: A Benchmark for Airport Runway SegmentationCode1
Enhanced U-Net: A Feature Enhancement Network for Polyp SegmentationCode1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
End-to-End Simultaneous Speech Translation with Differentiable SegmentationCode1
End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningCode1
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGBCode1
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationCode1
End-to-End Video Instance Segmentation with TransformersCode1
Mutual Consistency Learning for Semi-supervised Medical Image SegmentationCode1
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion ModelCode1
Multi-Modality Task Cascade for 3D Object DetectionCode1
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with AttentionCode1
Enhanced Boundary Learning for Glass-like Object SegmentationCode1
3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image SegmentationCode1
Enhancement of Retinal Fundus Images via Pixel Color AmplificationCode1
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point CloudsCode1
Enhancing 6-DoF Object Pose Estimation through Multiple Modality Fusion: A Hybrid CNN Architecture with Cross-Layer and Cross-Modal IntegrationCode1
Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based MethodsCode1
Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation AdaptationCode1
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
Multiscale Deep Equilibrium ModelsCode1
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene UnderstandingCode1
3D-UCaps: 3D Capsules Unet for Volumetric Image SegmentationCode1
Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor SegmentationCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
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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