| Anatomical Data Augmentation via Fluid-based Image Registration | Jul 5, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| PointTrack++ for Effective Online Multi-Object Tracking and Segmentation | Jul 3, 2020 | Data AugmentationDecoder | CodeCode Available | 1 |
| Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation | Jul 3, 2020 | ObjectObject Localization | CodeCode Available | 1 |
| Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices | Jul 2, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose | Jul 1, 2020 | Action RecognitionObject | CodeCode Available | 1 |
| Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images | Jul 1, 2020 | Relation NetworkSegmentation | CodeCode Available | 1 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Multi-level colonoscopy malignant tissue detection with adversarial CAC-UNet | Jun 29, 2020 | DiagnosticSegmentation | CodeCode Available | 1 |
| Few-Shot Microscopy Image Cell Segmentation | Jun 29, 2020 | Cell SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation | Jun 29, 2020 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation | Jun 28, 2020 | Heart SegmentationImage Registration | CodeCode Available | 1 |
| Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation | Jun 28, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Fully Convolutional Open Set Segmentation | Jun 25, 2020 | Open Set LearningSegmentation | CodeCode Available | 1 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency | Jun 23, 2020 | Cell SegmentationSegmentation | CodeCode Available | 1 |
| Realistic Adversarial Data Augmentation for MR Image Segmentation | Jun 23, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Deep Negative Volume Segmentation | Jun 22, 2020 | Segmentation | CodeCode Available | 1 |
| Few-shot 3D Point Cloud Semantic Segmentation | Jun 22, 2020 | Few-shot 3D Point Cloud Semantic SegmentationSegmentation | CodeCode Available | 1 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search | Jun 21, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Video Panoptic Segmentation | Jun 19, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Video Semantic Segmentation with Distortion-Aware Feature Correction | Jun 18, 2020 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation | Jun 16, 2020 | Action SegmentationSegmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search | Jun 15, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Multiscale Deep Equilibrium Models | Jun 15, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| PraNet: Parallel Reverse Attention Network for Polyp Segmentation | Jun 13, 2020 | Camouflaged Object SegmentationCamouflage Segmentation | CodeCode Available | 1 |
| OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold | Jun 12, 2020 | Handwriting RecognitionHandwritten Text Recognition | CodeCode Available | 1 |
| 0-MMS: Zero-Shot Multi-Motion Segmentation With A Monocular Event Camera | Jun 11, 2020 | Motion CompensationMotion Segmentation | CodeCode Available | 1 |
| Rethinking Pre-training and Self-training | Jun 11, 2020 | Data AugmentationObject | CodeCode Available | 1 |
| SegNBDT: Visual Decision Rules for Segmentation | Jun 11, 2020 | Explainable Modelsimage-classification | CodeCode Available | 1 |
| Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty | Jun 10, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment | Jun 10, 2020 | Segmentation | CodeCode Available | 1 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | Jun 8, 2020 | Cell SegmentationColorectal Polyps Characterization | CodeCode Available | 1 |
| Uncertainty quantification in medical image segmentation with normalizing flows | Jun 4, 2020 | DiversityImage Segmentation | CodeCode Available | 1 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| Learning Saliency Propagation for Semi-Supervised Instance Segmentation | Jun 1, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Interactive Object Segmentation With Inside-Outside Guidance | Jun 1, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation | Jun 1, 2020 | Hand SegmentationSegmentation | CodeCode Available | 1 |
| CenterMask: Real-Time Anchor-Free Instance Segmentation | Jun 1, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation | Jun 1, 2020 | General ClassificationSegmentation | CodeCode Available | 1 |
| Dual Super-Resolution Learning for Semantic Segmentation | Jun 1, 2020 | Crack SegmentationImage Super-Resolution | CodeCode Available | 1 |
| Weakly Supervised Semantic Point Cloud Segmentation: Towards 10x Fewer Labels | Jun 1, 2020 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| Sparse Layered Graphs for Multi-Object Segmentation | Jun 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation | May 30, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
