| Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic Data | Feb 10, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Prototype Refinement Network for Few-Shot Segmentation | Feb 10, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Knowledge Distillation for Brain Tumor Segmentation | Feb 10, 2020 | Brain Tumor SegmentationKnowledge Distillation | CodeCode Available | 1 |
| CRVOS: Clue Refining Network for Video Object Segmentation | Feb 10, 2020 | DecoderObject | CodeCode Available | 0 |
| Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation | Feb 10, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images | Feb 7, 2020 | Segmentation | CodeCode Available | 0 |
| SideInfNet: A Deep Neural Network for Semi-Automatic Semantic Segmentation with Side Information | Feb 7, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation | Feb 6, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| RGB-based Semantic Segmentation Using Self-Supervised Depth Pre-Training | Feb 6, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation | Feb 6, 2020 | Distance regressionImage Augmentation | —Unverified | 0 |
| Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology | Feb 5, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| 3DPIFCM Novel Algorithm for Segmentation of Noisy Brain MRI Images | Feb 5, 2020 | Segmentation | —Unverified | 0 |
| Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales | Feb 5, 2020 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction | Feb 4, 2020 | DecoderSegmentation | —Unverified | 0 |
| Selective Segmentation Networks Using Top-Down Attention | Feb 4, 2020 | Object RecognitionSegmentation | —Unverified | 0 |
| Efficient 2D neuron boundary segmentation with local topological constraints | Feb 3, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Modeling the Background for Incremental Learning in Semantic Segmentation | Feb 3, 2020 | Continual LearningDisjoint 10-1 | CodeCode Available | 1 |
| 3D Shape Segmentation with Geometric Deep Learning | Feb 2, 2020 | Deep LearningSegmentation | —Unverified | 0 |
| Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention | Feb 2, 2020 | AnatomySegmentation | —Unverified | 0 |
| Deep Feature Fusion for Mitosis Counting | Feb 1, 2020 | Fraud Detectionobject-detection | —Unverified | 0 |
| Foreground object segmentation in RGB-D data implemented on GPU | Feb 1, 2020 | GPUSegmentation | —Unverified | 0 |
| DeepHIPS: A novel Deep Learning based Hippocampus Subfield Segmentation method | Jan 31, 2020 | Deep LearningHippocampus | —Unverified | 0 |
| Universal Semantic Segmentation for Fisheye Urban Driving Images | Jan 31, 2020 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 |
| Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem | Jan 31, 2020 | AnatomyDiversity | CodeCode Available | 1 |
| Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy | Jan 31, 2020 | Data AugmentationImage Augmentation | —Unverified | 0 |
| C-DLinkNet: considering multi-level semantic features for human parsing | Jan 31, 2020 | DecoderHuman Parsing | CodeCode Available | 0 |
| Dual Convolutional LSTM Network for Referring Image Segmentation | Jan 30, 2020 | DecoderImage Segmentation | —Unverified | 0 |
| 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 |
| Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images | Jan 30, 2020 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological Samples | Jan 30, 2020 | Cell SegmentationSegmentation | CodeCode Available | 0 |
| Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm | Jan 30, 2020 | General ClassificationManagement | —Unverified | 0 |
| Weakly Supervised Instance Segmentation by Deep Community Learning | Jan 30, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| The Direction-Aware, Learnable, Additive Kernels and the Adversarial Network for Deep Floor Plan Recognition | Jan 30, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Adversarial Domain Adaptation for Cell Segmentation | Jan 29, 2020 | Cell SegmentationDomain Adaptation | —Unverified | 0 |
| Virtual KITTI 2 | Jan 29, 2020 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image | Jan 28, 2020 | Cell SegmentationDecoder | —Unverified | 0 |
| Deep Learning in Multi-organ Segmentation | Jan 28, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| f-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation | Jan 28, 2020 | Interactive SegmentationSegmentation | CodeCode Available | 0 |
| Accurately identifying vertebral levels in large datasets | Jan 28, 2020 | Instance SegmentationSegmentation | —Unverified | 0 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bayesian nonparametric shared multi-sequence time series segmentation | Jan 27, 2020 | SegmentationTime Series | —Unverified | 0 |
| Breast mass segmentation based on ultrasonic entropy maps and attention gated U-Net | Jan 27, 2020 | Segmentation | —Unverified | 0 |
| Print Defect Mapping with Semantic Segmentation | Jan 27, 2020 | Feature EngineeringSegmentation | —Unverified | 0 |
| Towards Open-Set Semantic Segmentation of Aerial Images | Jan 27, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings | Jan 26, 2020 | Few-Shot LearningObject | —Unverified | 0 |
| SDOD:Real-time Segmenting and Detecting 3D Object by Depth | Jan 26, 2020 | Autonomous DrivingInstance Segmentation | —Unverified | 0 |
| Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks | Jan 26, 2020 | AnatomyDecision Making | —Unverified | 0 |
| 4D Deep Learning for Multiple-Sclerosis Lesion Activity Segmentation | Jan 25, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Mutual information deep regularization for semi-supervised segmentation | Jan 25, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |