| U4D: Unsupervised 4D Dynamic Scene Understanding | Jul 23, 2019 | 3D Pose EstimationInstance Segmentation | —Unverified | 0 |
| Improving Brain Magnetic Resonance Image MRI Segmentation via a Novel Algorithm based on Genetic and Regional Growth | Jul 22, 2019 | AnatomyImage Segmentation | —Unverified | 0 |
| Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes | Jul 22, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 |
| DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM | Jul 22, 2019 | 2D Object DetectionInstance Segmentation | —Unverified | 0 |
| Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks | Jul 22, 2019 | Lane DetectionSegmentation | —Unverified | 0 |
| Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery | Jul 22, 2019 | Segmentation | —Unverified | 0 |
| Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better? | Jul 22, 2019 | Segmentation | —Unverified | 0 |
| Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling | Jul 21, 2019 | Active LearningOrgan Segmentation | CodeCode Available | 0 |
| An Efficient 3D CNN for Action/Object Segmentation in Video | Jul 21, 2019 | Action SegmentationDecoder | —Unverified | 0 |
| Unsupervised Segmentation of Hyperspectral Images Using 3D Convolutional Autoencoders | Jul 20, 2019 | ClusteringHyperspectral image analysis | CodeCode Available | 0 |
| Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model | Jul 19, 2019 | Motion SegmentationSegmentation | —Unverified | 0 |
| Logical Segmentation of Source Code | Jul 18, 2019 | Segmentation | —Unverified | 0 |
| Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video | Jul 18, 2019 | DecoderSegmentation | CodeCode Available | 0 |
| Exploiting bilateral symmetry in brain lesion segmentation | Jul 18, 2019 | Ischemic Stroke Lesion SegmentationLesion Segmentation | —Unverified | 0 |
| Temporally Coherent General Dynamic Scene Reconstruction | Jul 18, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Self-supervised Training of Proposal-based Segmentation via Background Prediction | Jul 18, 2019 | Objectobject-detection | —Unverified | 0 |
| News Cover Assessment via Multi-task Learning | Jul 17, 2019 | Multi-Task LearningSegmentation | —Unverified | 0 |
| CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation | Jul 17, 2019 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| Lung Nodules Detection and Segmentation Using 3D Mask-RCNN | Jul 17, 2019 | 2D Object DetectionLung Nodule Detection | —Unverified | 0 |
| Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees | Jul 16, 2019 | object-detectionObject Detection | —Unverified | 0 |
| AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks | Jul 16, 2019 | Segmentation | —Unverified | 0 |
| X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies | Jul 16, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation | Jul 16, 2019 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation | Jul 16, 2019 | AnatomyPosition | —Unverified | 0 |
| Efficient Segmentation: Learning Downsampling Near Semantic Boundaries | Jul 16, 2019 | Computational EfficiencySegmentation | CodeCode Available | 0 |
| Improving Semantic Segmentation via Dilated Affinity | Jul 16, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| MaskPlus: Improving Mask Generation for Instance Segmentation | Jul 15, 2019 | Instance SegmentationSegmentation | —Unverified | 0 |
| Real-time Hair Segmentation and Recoloring on Mobile GPUs | Jul 15, 2019 | Segmentation | —Unverified | 0 |
| DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention | Jul 15, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Motion Segmentation Using Locally Affine Atom Voting | Jul 13, 2019 | Motion SegmentationSegmentation | —Unverified | 0 |
| Understanding Deep Learning Techniques for Image Segmentation | Jul 13, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation | Jul 11, 2019 | Domain AdaptationHuman Part Segmentation | CodeCode Available | 0 |
| Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography | Jul 11, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Global Optimality Guarantees for Nonconvex Unsupervised Video Segmentation | Jul 9, 2019 | ObjectSegmentation | —Unverified | 0 |
| Accurate Nuclear Segmentation with Center Vector Encoding | Jul 9, 2019 | Nuclear SegmentationSegmentation | —Unverified | 0 |
| DSNet: Automatic Dermoscopic Skin Lesion Segmentation | Jul 9, 2019 | Lesion SegmentationMelanoma Diagnosis | CodeCode Available | 0 |
| Brain Tissues Segmentation on MR Perfusion Images Using CUSUM Filter for Boundary Pixels | Jul 8, 2019 | AnatomySegmentation | —Unverified | 0 |
| Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired Images | Jul 8, 2019 | Brain Tumor SegmentationGenerative Adversarial Network | CodeCode Available | 0 |
| Spacetime Graph Optimization for Video Object Segmentation | Jul 7, 2019 | ClusteringObject | —Unverified | 0 |
| Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets | Jul 7, 2019 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation | Jul 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Accurate Congenital Heart Disease Model Generation for 3D Printing | Jul 6, 2019 | AnatomyDecision Making | —Unverified | 0 |
| Unsupervised cycle-consistent deformation for shape matching | Jul 6, 2019 | Segmentation | —Unverified | 0 |
| Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction | Jul 5, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Adversarial Learning with Multiscale Features and Kernel Factorization for Retinal Blood Vessel Segmentation | Jul 5, 2019 | Segmentation | —Unverified | 0 |
| Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation | Jul 5, 2019 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 |
| Feature-Based Image Clustering and Segmentation Using Wavelets | Jul 5, 2019 | ClusteringDenoising | CodeCode Available | 0 |