| From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring | Sep 20, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 0 |
| From CNN to Transformer: A Review of Medical Image Segmentation Models | Aug 10, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| From colouring-in to pointillism: revisiting semantic segmentation supervision | Oct 25, 2022 | Active LearningSegmentation | —Unverified | 0 | 0 |
| Assessing the generalization performance of SAM for ureteroscopy scene understanding | May 22, 2025 | Scene UnderstandingSegmentation | —Unverified | 0 | 0 |
| From Explanations to Segmentation: Using Explainable AI for Image Segmentation | Feb 1, 2022 | Explainable Artificial Intelligence (XAI)Image Segmentation | —Unverified | 0 | 0 |
| From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels | Aug 23, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments | Nov 26, 2022 | ARCClassification | —Unverified | 0 | 0 |
| From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments | Feb 28, 2024 | SegmentationZero Shot Segmentation | —Unverified | 0 | 0 |
| From Image-level to Pixel-level Labeling with Convolutional Networks | Nov 23, 2014 | Multiple Instance LearningObject | —Unverified | 0 | 0 |
| From Open-Vocabulary to Vocabulary-Free Semantic Segmentation | Feb 17, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 | 0 |
| From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation | May 21, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation | Sep 2, 2024 | Computational EfficiencyImage Segmentation | —Unverified | 0 | 0 |
| Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI | Oct 12, 2020 | Artifact DetectionDiagnostic | —Unverified | 0 | 0 |
| From Raw Text to Universal Dependencies - Look, No Tags! | Aug 1, 2017 | Dependency ParsingPart-Of-Speech Tagging | —Unverified | 0 | 0 |
| From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding | Jun 3, 2020 | Depth EstimationGenerative Adversarial Network | —Unverified | 0 | 0 |
| From Registration Uncertainty to Segmentation Uncertainty | Mar 8, 2024 | Image RegistrationSegmentation | —Unverified | 0 | 0 |
| Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge | Feb 24, 2022 | Segmentation | —Unverified | 0 | 0 |
| From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model | Aug 12, 2024 | Segmentation | —Unverified | 0 | 0 |
| MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention | Nov 1, 2024 | Instance SegmentationSegmentation | —Unverified | 0 | 0 |
| From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction | Apr 1, 2017 | Morphological AnalysisSegmentation | —Unverified | 0 | 0 |
| From Shadow Segmentation to Shadow Removal | Aug 1, 2020 | DiversitySegmentation | —Unverified | 0 | 0 |
| A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT | May 19, 2019 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 | 0 |
| From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation | Mar 20, 2023 | 3D geometrySegmentation | —Unverified | 0 | 0 |
| From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions | Feb 27, 2024 | Headline GenerationSegmentation | —Unverified | 0 | 0 |
| A2D2: Audi Autonomous Driving Dataset | Apr 14, 2020 | Autonomous DrivingInstance Segmentation | —Unverified | 0 | 0 |
| From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation | Jul 17, 2025 | Computed Tomography (CT)Segmentation | —Unverified | 0 | 0 |
| Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery | Mar 28, 2025 | BenchmarkingSegmentation | —Unverified | 0 | 0 |
| Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI | Nov 8, 2024 | SegmentationZero Shot Segmentation | —Unverified | 0 | 0 |
| MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation | May 30, 2022 | ObjectSegmentation | —Unverified | 0 | 0 |
| Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards | Nov 28, 2019 | Computational EfficiencyInstance Segmentation | —Unverified | 0 | 0 |
| Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline | Feb 14, 2023 | Objectobject-detection | —Unverified | 0 | 0 |
| Frustration Level Annotation in Latvian Tweets with Non-Lexical Means of Expression | Sep 1, 2021 | Segmentation | —Unverified | 0 | 0 |
| Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation | Oct 16, 2023 | BenchmarkingCoronary Artery Segmentation | —Unverified | 0 | 0 |
| FSNet: A Failure Detection Framework for Semantic Segmentation | Aug 19, 2021 | Autonomous VehiclesNavigate | —Unverified | 0 | 0 |
| FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures | Nov 14, 2023 | DecoderDiagnostic | —Unverified | 0 | 0 |
| MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds | Jan 30, 2022 | Autonomous DrivingSegmentation | —Unverified | 0 | 0 |
| Full Body Video-Based Self-Avatars for Mixed Reality: from E2E System to User Study | Aug 24, 2022 | Mixed RealitySegmentation | —Unverified | 0 | 0 |
| ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources | Jan 1, 2023 | Action SegmentationDisentanglement | —Unverified | 0 | 0 |
| A spatio-temporal network for video semantic segmentation in surgical videos | Jun 19, 2023 | DecoderSegmentation | —Unverified | 0 | 0 |
| MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation | Apr 14, 2023 | GPROpen Vocabulary Semantic Segmentation | —Unverified | 0 | 0 |
| Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns | Mar 21, 2023 | SegmentationTransfer Learning | —Unverified | 0 | 0 |
| A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications | Aug 23, 2023 | ClusteringPseudo Label | —Unverified | 0 | 0 |
| MV-RAN: Multiview recurrent aggregation network for echocardiographic sequences segmentation and full cardiac cycle analysis | May 1, 2020 | AnatomyDecision Making | —Unverified | 0 | 0 |
| FullStop:Punctuation and Segmentation Prediction for Dutch with Transformers | Jan 9, 2023 | Language ModellingMachine Translation | —Unverified | 0 | 0 |
| Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning | Dec 17, 2022 | PositionReferring Expression | —Unverified | 0 | 0 |
| A Spatial-Temporal Progressive Fusion Network for Breast Lesion Segmentation in Ultrasound Videos | Mar 18, 2024 | Lesion DetectionLesion Segmentation | —Unverified | 0 | 0 |
| Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks | Aug 11, 2018 | Segmentation | —Unverified | 0 | 0 |
| Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies | Aug 5, 2020 | SegmentationSensitivity | —Unverified | 0 | 0 |
| A Sparse Graph Formulation for Efficient Spectral Image Segmentation | Jun 22, 2023 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Fully Automated Left Atrium Segmentation from Anatomical Cine Long-axis MRI Sequences using Deep Convolutional Neural Network with Unscented Kalman Filter | Sep 28, 2020 | Left Atrium SegmentationSegmentation | —Unverified | 0 | 0 |