| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 |
| Fast Video Object Segmentation using the Global Context Module | Jan 30, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| 2018 Robotic Scene Segmentation Challenge | Jan 30, 2020 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective | Jan 25, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study | Jan 25, 2020 | Segmentation | CodeCode Available | 1 |
| SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor | Jan 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images | Jan 24, 2020 | AnatomySegmentation | CodeCode Available | 1 |
| PatchPerPix for Instance Segmentation | Jan 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation | Jan 21, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks | Jan 19, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation | Jan 17, 2020 | Organ SegmentationSegmentation | CodeCode Available | 1 |
| UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking | Jan 15, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features | Jan 15, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks | Jan 14, 2020 | Deep LearningHippocampus | CodeCode Available | 1 |
| Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation | Jan 12, 2020 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs | Jan 6, 2020 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| Unpaired Multi-modal Segmentation via Knowledge Distillation | Jan 6, 2020 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation | Jan 3, 2020 | Cross-Lingual Word EmbeddingsMulti-Task Learning | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
