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Segmentation

Papers

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Showing 3401–3450 of 13072 papers

TitleStatusHype
Mask Selection and Propagation for Unsupervised Video Object SegmentationCode0
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation NetworkCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
Deep Learning for ECG SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck CancerCode0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep LearningCode0
Deep Extreme Cut: From Extreme Points to Object SegmentationCode0
A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple SclerosisCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp SegmentationCode0
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor SegmentationCode0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural NetworksCode0
A Cross-Season Correspondence Dataset for Robust Semantic SegmentationCode0
Deep Learning Framework for Real-time Fetal Brain Segmentation in MRICode0
Machine learning of hierarchical clustering to segment 2D and 3D imagesCode0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
A Localization-to-Segmentation Framework for Automatic Tumor Segmentation in Whole-Body PET/CT ImagesCode0
Deep Co-Training for Semi-Supervised Image SegmentationCode0
M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance SegmentationCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse modelsCode0
Level set image segmentation with velocity term learned from data with applications to lung nodule segmentationCode0
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
Lung segmentation with NASNet-Large-Decoder NetCode0
Lyrics Segmentation: Textual Macrostructure Detection using ConvolutionsCode0
LSSED: A Robust Segmentation Network for Inflamed Appendix from CT ImagesCode0
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
Lucid Data Dreaming for Video Object SegmentationCode0
DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency DetectionCode0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma SegmentationCode0
Modality-Independent Brain Lesion Segmentation with Privacy-aware Continual LearningCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Low-latency Perception in Off-Road Dynamical Low Visibility EnvironmentsCode0
Frontal Low-rank Random Tensors for Fine-grained Action SegmentationCode0
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
Deep Attentive Features for Prostate Segmentation in 3D Transrectal UltrasoundCode0
Deeply Supervised Active Learning for Finger Bones SegmentationCode0
Automatic segmentation of the femur and tibia bones from X-ray images based on pure dilated residual U-NetCode0
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and SegmentationCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-NetCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
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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