| A Cross-Season Correspondence Dataset for Robust Semantic Segmentation | Mar 16, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Concatenated Feature Pyramid Network for Instance Segmentation | Mar 16, 2019 | Instance Segmentationobject-detection | —Unverified | 0 |
| Real time backbone for semantic segmentation | Mar 16, 2019 | Autonomous DrivingModel Compression | —Unverified | 0 |
| Multi-label Cloud Segmentation Using a Deep Network | Mar 15, 2019 | Cloud DetectionImage Segmentation | CodeCode Available | 0 |
| BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving | Mar 15, 2019 | 2D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation | Mar 13, 2019 | Instance SegmentationMulti-tissue Nucleus Segmentation | —Unverified | 0 |
| Connection Sensitive Attention U-NET for Accurate Retinal Vessel Segmentation | Mar 13, 2019 | Retinal Vessel SegmentationSegmentation | —Unverified | 0 |
| RVOS: End-to-End Recurrent Network for Video Object Segmentation | Mar 13, 2019 | GPUObject | CodeCode Available | 0 |
| RTFNet: RGB-Thermal Fusion Network for Semantic Segmentation of Urban Scenes | Mar 13, 2019 | Autonomous VehiclesDecoder | CodeCode Available | 0 |
| Knowledge Adaptation for Efficient Semantic Segmentation | Mar 12, 2019 | Knowledge DistillationSegmentation | —Unverified | 0 |
| An End-to-End Network for Panoptic Segmentation | Mar 12, 2019 | Panoptic SegmentationSegmentation | —Unverified | 0 |
| Generating superpixels using deep image representations | Mar 11, 2019 | ClusteringGeneral Classification | —Unverified | 0 |
| Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases | Mar 11, 2019 | Diffusion MRISegmentation | —Unverified | 0 |
| Toward Fast and Accurate Neural Chinese Word Segmentation with Multi-Criteria Learning | Mar 11, 2019 | Chinese Word SegmentationCompiler Optimization | —Unverified | 0 |
| Shape2Motion: Joint Analysis of Motion Parts and Attributes from 3D Shapes | Mar 10, 2019 | AttributeSegmentation | CodeCode Available | 0 |
| Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative | Mar 10, 2019 | Image SegmentationMRI segmentation | —Unverified | 0 |
| Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative | Mar 10, 2019 | Segmentation | —Unverified | 0 |
| Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative | Mar 10, 2019 | MRI segmentationSegmentation | —Unverified | 0 |
| Mix and match networks: cross-modal alignment for zero-pair image-to-image translation | Mar 8, 2019 | cross-modal alignmentDecoder | —Unverified | 0 |
| On Boosting Semantic Street Scene Segmentation with Weak Supervision | Mar 8, 2019 | GPUScene Segmentation | CodeCode Available | 0 |
| A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification | Mar 8, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Robust Semantic Segmentation By Dense Fusion Network On Blurred VHR Remote Sensing Images | Mar 7, 2019 | DecoderEarth Observation | —Unverified | 0 |
| Root Identification in Minirhizotron Imagery with Multiple Instance Learning | Mar 7, 2019 | Multiple Instance LearningSegmentation | CodeCode Available | 0 |
| Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data | Mar 7, 2019 | Bladder SegmentationData Augmentation | —Unverified | 0 |
| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | Mar 7, 2019 | Cell SegmentationDecoder | CodeCode Available | 0 |
| Mixture Modeling of Global Shape Priors and Autoencoding Local Intensity Priors for Left Atrium Segmentation | Mar 6, 2019 | Density EstimationImage Segmentation | —Unverified | 0 |
| CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning | Mar 6, 2019 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| Robust Video Background Identification by Dominant Rigid Motion Estimation | Mar 6, 2019 | Motion EstimationMotion Segmentation | —Unverified | 0 |
| Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure | Mar 6, 2019 | Data AugmentationSegmentation | —Unverified | 0 |
| Improving Cross-Domain Chinese Word Segmentation with Word Embeddings | Mar 5, 2019 | Chinese Word SegmentationSegmentation | CodeCode Available | 0 |
| Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation | Mar 5, 2019 | DecoderSegmentation | —Unverified | 0 |
| MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation | Mar 5, 2019 | Action SegmentationSegmentation | CodeCode Available | 0 |
| Joint segmentation and classification of retinal arteries/veins from fundus images | Mar 4, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Learning of Image Dehazing Models for Segmentation Tasks | Mar 4, 2019 | Image DehazingImage Segmentation | CodeCode Available | 0 |
| Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model | Mar 4, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet | Mar 3, 2019 | Pancreas SegmentationSegmentation | —Unverified | 0 |
| A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations | Mar 3, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation | Mar 3, 2019 | Pancreas SegmentationSegmentation | —Unverified | 0 |
| PartNet: A Recursive Part Decomposition Network for Fine-grained and Hierarchical Shape Segmentation | Mar 2, 2019 | 3D Instance Segmentation3D Part Segmentation | —Unverified | 0 |
| Fine-Grained Semantic Segmentation of Motion Capture Data using Dilated Temporal Fully-Convolutional Networks | Mar 2, 2019 | Action SegmentationImage Segmentation | —Unverified | 0 |
| Deep Neural Network and Data Augmentation Methodology for off-axis iris segmentation in wearable headsets | Mar 1, 2019 | Data AugmentationIris Segmentation | —Unverified | 0 |
| Mask Scoring R-CNN | Mar 1, 2019 | General ClassificationInstance Segmentation | CodeCode Available | 0 |
| Toward Achieving Robust Low-Level and High-Level Scene Parsing | Mar 1, 2019 | Scene ParsingScene Segmentation | CodeCode Available | 0 |
| Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation | Feb 28, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| Segmentation of Roots in Soil with U-Net | Feb 28, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Machine-assisted annotation of forensic imagery | Feb 28, 2019 | SegmentationTransfer Learning | —Unverified | 0 |
| 3D High-Resolution Cardiac Segmentation Reconstruction from 2D Views using Conditional Variational Autoencoders | Feb 28, 2019 | Cardiac SegmentationLV Segmentation | —Unverified | 0 |
| Nonlinear Markov Random Fields Learned via Backpropagation | Feb 27, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Associatively Segmenting Instances and Semantics in Point Clouds | Feb 26, 2019 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| A Fully-Automatic Framework for Parkinson's Disease Diagnosis by Multi-Modality Images | Feb 26, 2019 | DiagnosticGeneral Classification | —Unverified | 0 |