| Disentangling Human Error from the Ground Truth in Segmentation of Medical Images | Jul 31, 2020 | Medical Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation | Jul 30, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients | Jul 29, 2020 | Lesion SegmentationOverall - Test | CodeCode Available | 1 |
| Accurate and versatile 3D segmentation of plant tissues at cellular resolution | Jul 29, 2020 | Cell Segmentationgraph partitioning | CodeCode Available | 1 |
| Foveation for Segmentation of Ultra-High Resolution Images | Jul 29, 2020 | FoveationSegmentation | CodeCode Available | 1 |
| SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation | Jul 29, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic Data | Jul 28, 2020 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Enhancement of Retinal Fundus Images via Pixel Color Amplification | Jul 28, 2020 | Segmentation | CodeCode Available | 1 |
| Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking | Jul 28, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning | Jul 27, 2020 | Generative Adversarial NetworkLesion Segmentation | CodeCode Available | 1 |
| MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Jul 26, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Virtual Multi-view Fusion for 3D Semantic Segmentation | Jul 26, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| KPRNet: Improving projection-based LiDAR semantic segmentation | Jul 24, 2020 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation | Jul 24, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation | Jul 23, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Learning Directional Feature Maps for Cardiac MRI Segmentation | Jul 22, 2020 | Cardiac SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation | Jul 21, 2020 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images | Jul 21, 2020 | 3D Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation | Jul 20, 2020 | Cardiac SegmentationFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering | Jul 20, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Improving Semantic Segmentation via Decoupled Body and Edge Supervision | Jul 20, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Learning Gaussian Instance Segmentation in Point Clouds | Jul 20, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| EllSeg: An Ellipse Segmentation Framework for Robust Gaze Tracking | Jul 19, 2020 | PositionSegmentation | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation | Jul 18, 2020 | Domain AdaptationGenerative Adversarial Network | CodeCode Available | 1 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 |
| Unseen Object Instance Segmentation for Robotic Environments | Jul 16, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Interactive Video Object Segmentation Using Global and Local Transfer Modules | Jul 16, 2020 | DecoderInteractive Video Object Segmentation | CodeCode Available | 1 |
| Self-Supervised Nuclei Segmentation in Histopathological Images Using Attention | Jul 16, 2020 | Segmentation | CodeCode Available | 1 |
| End-to-end training of a two-stage neural network for defect detection | Jul 15, 2020 | Defect DetectionSegmentation | CodeCode Available | 1 |
| ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning | Jul 15, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| CANet: Context Aware Network for 3D Brain Glioma Segmentation | Jul 15, 2020 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Video Object Segmentation with Episodic Graph Memory Networks | Jul 14, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Alleviating Over-segmentation Errors by Detecting Action Boundaries | Jul 14, 2020 | Action ClassificationAction Segmentation | CodeCode Available | 1 |
| JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds | Jul 14, 2020 | 3D Semantic SegmentationEdge Detection | CodeCode Available | 1 |
| Part-aware Prototype Network for Few-shot Semantic Segmentation | Jul 13, 2020 | Few-Shot Semantic SegmentationGraph Neural Network | CodeCode Available | 1 |
| Learning Object Depth from Camera Motion and Video Object Segmentation | Jul 11, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| ISINet: An Instance-Based Approach for Surgical Instrument Segmentation | Jul 10, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model | Jul 10, 2020 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation | Jul 9, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Segmentation of Pulmonary Opacification in Chest CT Scans of COVID-19 Patients | Jul 7, 2020 | Computed Tomography (CT)Domain Adaptation | CodeCode Available | 1 |
| Scribble-based Domain Adaptation via Co-segmentation | Jul 7, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Real-time Semantic Segmentation with Fast Attention | Jul 7, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning | Jul 7, 2020 | 3D Instance Segmentation3D Reconstruction | CodeCode Available | 1 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video | Jul 6, 2020 | Segmentation | CodeCode Available | 1 |
| EDSL: An Encoder-Decoder Architecture with Symbol-Level Features for Printed Mathematical Expression Recognition | Jul 6, 2020 | DecoderImage Captioning | CodeCode Available | 1 |
