| Automatic Pollen Grain and Exine Segmentation from Microscope Images | Mar 19, 2015 | ClusteringSegmentation | —Unverified | 0 |
| 3D segmentation of mandible from multisectional CT scans by convolutional neural networks | Sep 18, 2018 | Segmentation | —Unverified | 0 |
| Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning | May 24, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans | Mar 13, 2025 | AnatomyDiagnostic | —Unverified | 0 |
| Automatic Period Segmentation of Oral French | May 1, 2020 | Segmentation | —Unverified | 0 |
| Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis | May 21, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning-based Automated Aortic Area and Distensibility Assessment: The Multi-Ethnic Study of Atherosclerosis (MESA) | Mar 3, 2021 | parameter estimationSegmentation | —Unverified | 0 |
| Automatic Page Segmentation Without Decompressing the Run-Length Compressed Text Documents | Jul 2, 2020 | Segmentation | —Unverified | 0 |
| Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas | Feb 27, 2025 | Computational EfficiencyMRI segmentation | —Unverified | 0 |
| Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction | Nov 26, 2023 | Deep LearningSegmentation | —Unverified | 0 |
| Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge | Aug 22, 2024 | Computed Tomography (CT)Segmentation | —Unverified | 0 |
| Deep Learning Based Analysis of Prostate Cancer from MP-MRI | Jun 2, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment | Jun 10, 2020 | Disaster ResponseImage Segmentation | —Unverified | 0 |
| Automatic Number Plate Recognition using Random Forest Classifier | Mar 26, 2023 | ManagementSegmentation | —Unverified | 0 |
| A Masked Segmental Language Model for Unsupervised Natural Language Segmentation | Jan 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Action Shuffle Alternating Learning for Unsupervised Action Segmentation | Apr 5, 2021 | Action SegmentationSegmentation | —Unverified | 0 |
| 2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation | Jul 31, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization | May 14, 2025 | Scene SegmentationSegmentation | —Unverified | 0 |
| Deep Learning Based 3D Segmentation: A Survey | Mar 9, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Deep Learning-Based 3D Instance and Semantic Segmentation: A Review | Jun 19, 2024 | Deep LearningSegmentation | —Unverified | 0 |
| Automatic Myocardial Segmentation by Using A Deep Learning Network in Cardiac MRI | Aug 24, 2017 | DiagnosticPrognosis | —Unverified | 0 |
| Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials | Oct 2, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning | Sep 23, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion | Sep 12, 2023 | Action SegmentationActivity Recognition | —Unverified | 0 |
| Federated Unsupervised Semantic Segmentation | May 29, 2025 | Federated LearningImage Segmentation | —Unverified | 0 |
| Deep learning architectures for automated image segmentation | Sep 19, 2019 | Boundary DetectionDecoder | —Unverified | 0 |
| A Mask Attention Interaction and Scale Enhancement Network for SAR Ship Instance Segmentation | Jul 8, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| Deep learning approaches to surgical video segmentation and object detection: A Scoping Review | Feb 23, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Deep learning and its application to medical image segmentation | Mar 23, 2018 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net | Oct 21, 2019 | Computed Tomography (CT)Denoising | —Unverified | 0 |
| 3D Segmentation of Humans in Point Clouds with Synthetic Data | Dec 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation | Jul 24, 2023 | Segmentation | —Unverified | 0 |
| Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline | Mar 19, 2021 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| AMA-SAM: Adversarial Multi-Domain Alignment of Segment Anything Model for High-Fidelity Histology Nuclei Segmentation | Mar 27, 2025 | DecoderRepresentation Learning | —Unverified | 0 |
| DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition | Feb 6, 2019 | Iris RecognitionIris Segmentation | —Unverified | 0 |
| Deep Interactive Region Segmentation and Captioning | Jul 26, 2017 | Image CaptioningInteractive Segmentation | —Unverified | 0 |
| Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network | Nov 28, 2018 | Liver SegmentationSegmentation | —Unverified | 0 |
| Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation | Mar 30, 2025 | Federated LearningImage Segmentation | —Unverified | 0 |
| Automatic Liver Segmentation Using an Adversarial Image-to-Image Network | Jul 25, 2017 | DecoderLiver Segmentation | —Unverified | 0 |
| Deep Instance Segmentation with Automotive Radar Detection Points | Oct 5, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| A Markov Random Field and Active Contour Image Segmentation Model for Animal Spots Patterns | Oct 26, 2015 | Image SegmentationSegmentation | —Unverified | 0 |
| Action parsing using context features | May 20, 2022 | Action ParsingAction Segmentation | —Unverified | 0 |
| VINCIE: Unlocking In-context Image Editing from Video | Jun 12, 2025 | PredictionSegmentation | —Unverified | 0 |
| Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency | Mar 19, 2024 | Data AugmentationFederated Learning | —Unverified | 0 |
| DeepHIPS: A novel Deep Learning based Hippocampus Subfield Segmentation method | Jan 31, 2020 | Deep LearningHippocampus | —Unverified | 0 |
| Automatic Liver Lesion Segmentation Using A Deep Convolutional Neural Network Method | Apr 24, 2017 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Deep Hierarchical Parsing for Semantic Segmentation | Mar 9, 2015 | General ClassificationScene Parsing | —Unverified | 0 |
| Automatic Liver Lesion Detection using Cascaded Deep Residual Networks | Apr 10, 2017 | Lesion DetectionSegmentation | —Unverified | 0 |
| A margin-based replacement for cross-entropy loss | Jan 21, 2025 | Adversarial RobustnessContinual Learning | —Unverified | 0 |
| Deep Grouping Model for Unified Perceptual Parsing | Mar 25, 2020 | Image Segmentationmodel | —Unverified | 0 |