| Uncertainty-Guided Domain Alignment for Layer Segmentation in OCT Images | Aug 22, 2019 | Segmentation | —Unverified | 0 |
| Robustly segmenting quadriceps muscles of ultra-endurance athletes with weakly supervised U-Net | Aug 22, 2019 | Segmentation | —Unverified | 0 |
| Sequential Rib Labeling and Segmentation in Chest X-Ray using Mask R-CNN | Aug 22, 2019 | Segmentation | —Unverified | 0 |
| Pixel-wise Segmentation of Right Ventricle of Heart | Aug 21, 2019 | Segmentation | —Unverified | 0 |
| Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation | Aug 21, 2019 | Pseudo LabelSegmentation | —Unverified | 0 |
| Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning | Aug 21, 2019 | Bayesian OptimizationSegmentation | —Unverified | 0 |
| Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation | Aug 21, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting | Aug 21, 2019 | Data AugmentationInstance Segmentation | CodeCode Available | 0 |
| DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging | Aug 21, 2019 | Cell SegmentationClustering | CodeCode Available | 0 |
| End-to-End Boundary Aware Networks for Medical Image Segmentation | Aug 21, 2019 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image | Aug 20, 2019 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| More unlabelled data or label more data? A study on semi-supervised laparoscopic image segmentation | Aug 20, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data | Aug 20, 2019 | Segmentation | —Unverified | 0 |
| Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation | Aug 20, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| A unified representation network for segmentation with missing modalities | Aug 19, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| In defense of OSVOS | Aug 19, 2019 | Depth EstimationObject | —Unverified | 0 |
| IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation | Aug 19, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 |
| Deep Active Lesion Segmentation | Aug 19, 2019 | DecoderLesion Segmentation | CodeCode Available | 0 |
| Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization | Aug 18, 2019 | Autonomous DrivingSegmentation | CodeCode Available | 0 |
| Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings | Aug 18, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Word and character segmentation directly in run-length compressed handwritten document images | Aug 18, 2019 | Segmentation | —Unverified | 0 |
| Weakly Supervised Segmentation by A Deep Geodesic Prior | Aug 18, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics | Aug 17, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 0 |
| EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation | Aug 17, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Multi-step Cascaded Networks for Brain Tumor Segmentation | Aug 16, 2019 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 0 |
| 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models | Aug 16, 2019 | ClusteringModel Selection | —Unverified | 0 |
| See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion | Aug 16, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Semi-Supervised Semantic Segmentation with High- and Low-level Consistency | Aug 15, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation | Aug 15, 2019 | Scene SegmentationSegmentation | CodeCode Available | 0 |
| SFSegNet: Parse Freehand Sketches using Deep Fully Convolutional Networks | Aug 15, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning | Aug 15, 2019 | Multi-Task LearningOptical Character Recognition (OCR) | —Unverified | 0 |
| Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems | Aug 15, 2019 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| Discretely-constrained deep network for weakly supervised segmentation | Aug 15, 2019 | Cardiac SegmentationSegmentation | —Unverified | 0 |
| A deep learning model for segmentation of geographic atrophy to study its long-term natural history | Aug 15, 2019 | Segmentation | —Unverified | 0 |
| Joint phase reconstruction and magnitude segmentation from velocity-encoded MRI data | Aug 14, 2019 | Segmentation | —Unverified | 0 |
| DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation | Aug 14, 2019 | Adversarial AttackDenoising | —Unverified | 0 |
| Mask Mining for Improved Liver Lesion Segmentation | Aug 14, 2019 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Benchmarking the Robustness of Semantic Segmentation Models | Aug 14, 2019 | Autonomous DrivingBenchmarking | —Unverified | 0 |
| High Accurate Unhealthy Leaf Detection | Aug 14, 2019 | Image EnhancementImage Segmentation | —Unverified | 0 |
| Segmentation of Multimodal Myocardial Images Using Shape-Transfer GAN | Aug 14, 2019 | Myocardium SegmentationSegmentation | —Unverified | 0 |
| Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation | Aug 13, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Boosted GAN with Semantically Interpretable Information for Image Inpainting | Aug 13, 2019 | AttributeImage Inpainting | —Unverified | 0 |
| Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation | Aug 13, 2019 | Deep LearningDeformable Medical Image Registration | —Unverified | 0 |
| Automated retinal vessel segmentation based on morphological preprocessing and 2D-Gabor wavelets | Aug 12, 2019 | DiagnosticRetinal Vessel Segmentation | —Unverified | 0 |
| Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation | Aug 12, 2019 | Domain AdaptationMRI segmentation | CodeCode Available | 0 |
| An overlapping-free leaf segmentation method for plant point clouds | Aug 12, 2019 | Plant PhenotypingSegmentation | —Unverified | 0 |
| Explicit Shape Encoding for Real-Time Instance Segmentation | Aug 12, 2019 | Instance SegmentationObject | CodeCode Available | 0 |
| Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs | Aug 12, 2019 | General Classificationregression | —Unverified | 0 |
| Distance Map Loss Penalty Term for Semantic Segmentation | Aug 10, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery | Aug 10, 2019 | Data Augmentationobject-detection | —Unverified | 0 |