| All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation | Mar 26, 2019 | AllDomain Adaptation | CodeCode Available | 0 |
| Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network | Jun 28, 2019 | DecoderRetinal Vessel Segmentation | CodeCode Available | 0 |
| Instance-aware Semantic Segmentation via Multi-task Network Cascades | Dec 14, 2015 | Multi-Human Parsingobject-detection | CodeCode Available | 0 |
| DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation | Jul 3, 2017 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 0 |
| Lung segmentation with NASNet-Large-Decoder Net | Mar 18, 2023 | DecoderImage Segmentation | CodeCode Available | 0 |
| One-Shot Segmentation in Clutter | Mar 26, 2018 | Foreground Segmentationobject-detection | CodeCode Available | 0 |
| One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation | Mar 13, 2023 | Data AugmentationOne-Shot Segmentation | CodeCode Available | 0 |
| Box Supervised Video Segmentation Proposal Network | Feb 14, 2022 | Image SegmentationMotion Compensation | CodeCode Available | 0 |
| Instance-level quantitative saliency in multiple sclerosis lesion segmentation | Jun 13, 2024 | Date UnderstandingLesion Segmentation | CodeCode Available | 0 |
| An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation | Feb 10, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 0 |
| Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation | Feb 21, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| An Open-Source Tool for Longitudinal Whole-Brain and White Matter Lesion Segmentation | Jul 10, 2022 | 3D Medical Imaging SegmentationBrain Image Segmentation | CodeCode Available | 0 |
| Boundary Loss for Remote Sensing Imagery Semantic Segmentation | May 20, 2019 | Boundary DetectionImage Segmentation | CodeCode Available | 0 |
| Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation | Jul 14, 2020 | ClusteringInstance Segmentation | CodeCode Available | 0 |
| ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images | Mar 14, 2023 | ObjectSegmentation | CodeCode Available | 0 |
| Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions | May 25, 2018 | Segmentation | CodeCode Available | 0 |
| LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic Insight | Apr 29, 2025 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| Instance Segmentation as Image Segmentation Annotation | Feb 1, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| Instance Segmentation by Deep Coloring | Jul 26, 2018 | Autonomous DrivingInstance Segmentation | CodeCode Available | 0 |
| DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data | Oct 20, 2023 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Deep Extreme Cut: From Extreme Points to Object Segmentation | Nov 24, 2017 | Instance SegmentationInteractive Segmentation | CodeCode Available | 0 |
| Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection | Nov 20, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 0 |
| Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment | Jul 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Boundary-based MWE segmentation with text partitioning | Aug 5, 2016 | ChunkingSegmentation | CodeCode Available | 0 |
| Deep Co-Training for Semi-Supervised Image Segmentation | Mar 27, 2019 | DiversityImage Segmentation | CodeCode Available | 0 |
| Instance Segmentation of Biological Images Using Harmonic Embeddings | Apr 10, 2019 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models | Jan 3, 2018 | Segmentation | CodeCode Available | 0 |
| Lyrics Segmentation: Textual Macrostructure Detection using Convolutions | Aug 1, 2018 | Information RetrievalMusic Information Retrieval | CodeCode Available | 0 |
| M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation | Jul 15, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s Alpha | Sep 20, 2022 | Instance SegmentationObject Detection | CodeCode Available | 0 |
| m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks | Aug 23, 2020 | AnatomyData Augmentation | CodeCode Available | 0 |
| Instance Segmentation of Microscopic Foraminifera | May 15, 2021 | Instance SegmentationNovel Object Detection | CodeCode Available | 0 |
| Boundary Aware U-Net for Glacier Segmentation | Jan 26, 2023 | SegmentationSelf-Learning | CodeCode Available | 0 |
| Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function | May 9, 2019 | Lesion SegmentationLiver Segmentation | CodeCode Available | 0 |
| Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation | Jan 12, 2019 | Portrait SegmentationSegmentation | CodeCode Available | 0 |
| Neural circuits for dynamics-based segmentation of time series | Apr 24, 2021 | SegmentationTime Series | CodeCode Available | 0 |
| DeepCO3: Deep Instance Co-Segmentation by Co-Peak Search and Co-Saliency Detection | Jun 1, 2019 | Co-Salient Object DetectionSaliency Detection | CodeCode Available | 0 |
| Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds | Jan 7, 2021 | Image SegmentationPoint Cloud Segmentation | CodeCode Available | 0 |
| One-shot Texture Segmentation | Jul 7, 2018 | Segmentation | CodeCode Available | 0 |
| Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections | Mar 22, 2017 | Segmentation | CodeCode Available | 0 |
| 2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy | Jul 30, 2019 | Segmentation | CodeCode Available | 0 |
| Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning | Nov 16, 2020 | Cell SegmentationDeep Learning | CodeCode Available | 0 |
| Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation | Dec 14, 2017 | Image SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 |
| A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images | Jul 13, 2022 | General ClassificationMedical Image Segmentation | CodeCode Available | 0 |
| Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data | Jan 28, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound | Jul 3, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Machine learning of hierarchical clustering to segment 2D and 3D images | Mar 25, 2013 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation | Apr 17, 2019 | Data AugmentationImage Registration | CodeCode Available | 0 |
| Deep Age-Invariant Fingerprint Segmentation System | Mar 6, 2023 | Segmentation | CodeCode Available | 0 |
| Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images | Sep 29, 2018 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 |