| PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding | Dec 6, 2018 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss | Dec 6, 2018 | AnatomyImage Segmentation | —Unverified | 0 |
| Object Discovery in Videos as Foreground Motion Clustering | Dec 6, 2018 | ClusteringMotion Segmentation | —Unverified | 0 |
| DSNet for Real-Time Driving Scene Semantic Segmentation | Dec 6, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Interactive Full Image Segmentation by Considering All Regions Jointly | Dec 5, 2018 | AllImage Segmentation | —Unverified | 0 |
| Multi^3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery | Dec 5, 2018 | DecoderFlooded Building Segmentation | CodeCode Available | 0 |
| Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking | Dec 5, 2018 | Deep LearningImage Registration | —Unverified | 0 |
| Brain Segmentation from k-space with End-to-end Recurrent Attention Network | Dec 5, 2018 | Brain Image SegmentationBrain Segmentation | —Unverified | 0 |
| Cerebrovascular Network Segmentation on MRA Images with Deep Learning | Dec 4, 2018 | Cerebrovascular Network SegmentationDeep Learning | CodeCode Available | 0 |
| Multiview Cross-supervision for Semantic Segmentation | Dec 4, 2018 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Learning to Fuse Things and Stuff | Dec 4, 2018 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| Towards Continuous Domain adaptation for Healthcare | Dec 4, 2018 | DiversityDomain Adaptation | —Unverified | 0 |
| XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets | Dec 3, 2018 | ClusteringImage Enhancement | CodeCode Available | 0 |
| SUSAN: Segment Unannotated image Structure using Adversarial Network | Dec 3, 2018 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Elastic Boundary Projection for 3D Medical Image Segmentation | Dec 3, 2018 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 |
| Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features | Dec 3, 2018 | Brain SegmentationBrain Tumor Segmentation | —Unverified | 0 |
| Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model | Dec 3, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation | Dec 2, 2018 | DecoderImage Segmentation | —Unverified | 0 |
| Beyond Grids: Learning Graph Representations for Visual Recognition | Dec 1, 2018 | Instance Segmentationobject-detection | —Unverified | 0 |
| See and Think: Disentangling Semantic Scene Completion | Dec 1, 2018 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 0 |
| Towards Robust Lung Segmentation in Chest Radiographs with Deep Learning | Nov 30, 2018 | Deep LearningSegmentation | CodeCode Available | 0 |
| Multiview Based 3D Scene Understanding On Partial Point Sets | Nov 30, 2018 | 3D Part Segmentation3D Shape Recognition | —Unverified | 0 |
| Evaluating Bayesian Deep Learning Methods for Semantic Segmentation | Nov 30, 2018 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network | Nov 30, 2018 | Interactive SegmentationLung Nodule Segmentation | CodeCode Available | 0 |
| Efficient Semantic Segmentation for Visual Bird's-eye View Interpretation | Nov 29, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training | Nov 29, 2018 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| EV-SegNet: Semantic Segmentation for Event-based Cameras | Nov 29, 2018 | 3D ReconstructionSegmentation | —Unverified | 0 |
| Automatic Liver Segmentation with Adversarial Loss and Convolutional Neural Network | Nov 28, 2018 | Liver SegmentationSegmentation | —Unverified | 0 |
| Image Labeling with Markov Random Fields and Conditional Random Fields | Nov 28, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| CrowdCam: Dynamic Region Segmentation | Nov 28, 2018 | Dynamic Region SegmentationSegmentation | —Unverified | 0 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Future Segmentation Using 3D Structure | Nov 28, 2018 | AttributeDecision Making | —Unverified | 0 |
| A Generative Appearance Model for End-to-end Video Object Segmentation | Nov 28, 2018 | GPUOne-shot visual object segmentation | CodeCode Available | 0 |
| Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks | Nov 28, 2018 | Cell SegmentationContour Detection | —Unverified | 0 |
| SegET: Deep Neural Network with Rich Contextual Features for Cellular Structures Segmentation in Electron Tomography Image | Nov 28, 2018 | Electron TomographySegmentation | —Unverified | 0 |
| CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss | Nov 27, 2018 | CPUData Augmentation | —Unverified | 0 |
| ShelfNet for Fast Semantic Segmentation | Nov 27, 2018 | Autonomous DrivingDecoder | CodeCode Available | 0 |
| Iterative Transformer Network for 3D Point Cloud | Nov 27, 2018 | General ClassificationObject | CodeCode Available | 0 |
| Beyond One Glance: Gated Recurrent Architecture for Hand Segmentation | Nov 27, 2018 | DecoderHand Segmentation | —Unverified | 0 |
| CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation | Nov 27, 2018 | 2D Object DetectionMultispectral Object Detection | CodeCode Available | 0 |
| Foreground Clustering for Joint Segmentation and Localization in Videos and Images | Nov 26, 2018 | ClusteringImage Segmentation | —Unverified | 0 |
| GANtruth - an unpaired image-to-image translation method for driving scenarios | Nov 26, 2018 | DiversityDomain Adaptation | —Unverified | 0 |
| GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation | Nov 26, 2018 | Data AugmentationSegmentation | —Unverified | 0 |
| Universal Semi-Supervised Semantic Segmentation | Nov 26, 2018 | Domain AdaptationSegmentation | CodeCode Available | 0 |
| Unsupervised learning with sparse space-and-time autoencoders | Nov 26, 2018 | Handwriting RecognitionSegmentation | —Unverified | 0 |
| Joint Facade Registration and Segmentation for Urban Localization | Nov 25, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Non-local RoI for Cross-Object Perception | Nov 25, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality Control | Nov 24, 2018 | Brain SegmentationSegmentation | CodeCode Available | 0 |
| Automatic lesion boundary detection in dermoscopy | Nov 23, 2018 | Boundary DetectionSegmentation | —Unverified | 0 |
| Learning to Discover, Ground and Use Words with Segmental Neural Language Models | Nov 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |