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Segmentation

Papers

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Showing 9251–9300 of 13072 papers

TitleStatusHype
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation—0
A Truly Joint Neural Architecture for Segmentation and Parsing—0
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation—0
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning—0
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation—0
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation—0
Atrous Space Bender U-Net (ASBU-Net/LogiNet)—0
Few-shot Medical Image Segmentation with Cycle-resemblance Attention—0
Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images—0
Few-Shot Medical Image Segmentation with Large Kernel Attention—0
A Trio-Method for Retinal Vessel Segmentation using Image Processing—0
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning—0
A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation—0
A Tri-attention Fusion Guided Multi-modal Segmentation Network—0
Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding—0
Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention—0
Multi-temporal crack segmentation in concrete structure using deep learning approaches—0
Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans—0
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation—0
AASeg: Attention Aware Network for Real Time Semantic Segmentation—0
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs—0
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement—0
Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific Loss Functions—0
Few-shot Segmentation with Optimal Transport Matching and Message Flow—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges—0
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations—0
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function—0
Few-Shot Semantic Segmentation with Democratic Attention Networks—0
Multivariate mathematical morphology for DCE-MRI image analysis in angiogenesis studies—0
Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images—0
Multivariate mixture model for myocardium segmentation combining multi-source images—0
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance—0
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation—0
FGN: Fully Guided Network for Few-Shot Instance Segmentation—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—0
A Transformer Based Approach towards Identification of Discourse Unit Segments and Connectives—0
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI—0
FIESTA: Autoencoders for accurate fiber segmentation in tractography—0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation—0
FIFA: Fast Inference Approximation for Action Segmentation—0
A topological solution to object segmentation and tracking—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Filter Design and Performance Evaluation for Fingerprint Image Segmentation—0
A tool for user friendly, cloud based, whole slide image segmentation—0
Filtering for More Accurate Dense Tissue Segmentation in Digitized Mammograms—0
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation—0
AtlasSeg: Atlas Prior Guided Dual-U-Net for Cortical Segmentation in Fetal Brain MRI—0
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks—0
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors—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