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Segmentation

Papers

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Showing 3551–3600 of 13072 papers

TitleStatusHype
Low-Shot Learning for the Semantic Segmentation of Remote Sensing ImageryCode0
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and VectorsCode0
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic SegmentationCode0
Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approachCode0
Data-free Knowledge Distillation for Segmentation using Data-Enriching GANCode0
Longitudinal diffusion MRI analysis using Segis-Net: a single-step deep-learning framework for simultaneous segmentation and registrationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional featuresCode0
Localise to segment: crop to improve organ at risk segmentation accuracyCode0
Local Memory Attention for Fast Video Semantic SegmentationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
Datacube segmentation via Deep Spectral ClusteringCode0
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingCode0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region AssistanceCode0
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI SegmentationCode0
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion ImagingCode0
Location-aware Upsampling for Semantic SegmentationCode0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural NetworksCode0
Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic SegmentationCode0
Lightweight integration of 3D features to improve 2D image segmentationCode0
Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT ImagesCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
DARTS: DenseUnet-based Automatic Rapid Tool for brain SegmentationCode0
DenseNet approach to segmentation and classification of dermatoscopic skin lesions imagesCode0
LiDAR guided Small obstacle SegmentationCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
LGAN: Lung Segmentation in CT Scans Using Generative Adversarial NetworkCode0
Lexically Grounded Subword SegmentationCode0
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal DomainsCode0
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationCode0
Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble ModelCode0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Light-Weight RefineNet for Real-Time Semantic SegmentationCode0
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Depth Adaptive Deep Neural Network for Semantic SegmentationCode0
Dam reservoir extraction from remote sensing imagery using tailored metric learning strategiesCode0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
Automated Segmentation and Connectivity Analysis for Normal Pressure HydrocephalusCode0
A Context-aware Delayed Agglomeration Framework for Electron Microscopy SegmentationCode0
Leveraging Latents for Efficient Thermography Classification and SegmentationCode0
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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