| Variational Multi-Phase Segmentation using High-Dimensional Local Features | Feb 26, 2019 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| SSA-CNN: Semantic Self-Attention CNN for Pedestrian Detection | Feb 25, 2019 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation | Feb 25, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| A Review on Automatic License Plate Recognition System | Feb 25, 2019 | License Plate RecognitionSegmentation | —Unverified | 0 |
| U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument | Feb 24, 2019 | Data AugmentationDecoder | CodeCode Available | 0 |
| Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data | Feb 22, 2019 | Segmentation | —Unverified | 0 |
| A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation | Feb 21, 2019 | PrognosisSegmentation | —Unverified | 0 |
| Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation | Feb 21, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge | Feb 21, 2019 | AnatomyBenchmarking | —Unverified | 0 |
| An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions | Feb 20, 2019 | Autonomous DrivingScene Understanding | CodeCode Available | 0 |
| A Novel Euler's Elastica based Segmentation Approach for Noisy Images via using the Progressive Hedging Algorithm | Feb 20, 2019 | Segmentation | —Unverified | 0 |
| Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation | Feb 20, 2019 | Domain AdaptationSegmentation | —Unverified | 0 |
| Class-independent sequential full image segmentation, using a convolutional net that finds a segment within an attention region, given a pointer pixel within this segment | Feb 20, 2019 | Image SegmentationPanoptic Segmentation | CodeCode Available | 0 |
| Adaptive Masked Proxies for Few-Shot Segmentation | Feb 19, 2019 | Continual LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation | Feb 19, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces | Feb 18, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network | Feb 18, 2019 | GPUSegmentation | —Unverified | 0 |
| 2017 Robotic Instrument Segmentation Challenge | Feb 18, 2019 | BenchmarkingPerson Re-Identification | CodeCode Available | 0 |
| Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish | Feb 18, 2019 | General ClassificationSegmentation | —Unverified | 0 |
| Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering | Feb 17, 2019 | ClusteringSegmentation | —Unverified | 0 |
| Automated Detection of Regions of Interest for Brain Perfusion MR Images | Feb 17, 2019 | AnatomySegmentation | —Unverified | 0 |
| Atlas-based automated detection of swim bladder in Medaka embryo | Feb 16, 2019 | Bladder SegmentationSegmentation | —Unverified | 0 |
| Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation | Feb 15, 2019 | Computed Tomography (CT)Heart Segmentation | —Unverified | 0 |
| Computed tomography data collection of the complete human mandible and valid clinical ground truth models | Feb 14, 2019 | Segmentationvalid | —Unverified | 0 |
| Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement | Feb 13, 2019 | Cell SegmentationSegmentation | CodeCode Available | 0 |
| Automated Segmentation of the Optic Disk and Cup using Dual-Stage Fully Convolutional Networks | Feb 13, 2019 | Segmentation | —Unverified | 0 |
| Machine Learning on Biomedical Images: Interactive Learning, Transfer Learning, Class Imbalance, and Beyond | Feb 13, 2019 | BIG-bench Machine LearningSegmentation | —Unverified | 0 |
| Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image | Feb 13, 2019 | General ClassificationSegmentation | CodeCode Available | 0 |
| DeeperLab: Single-Shot Image Parser | Feb 13, 2019 | GPUInstance Segmentation | —Unverified | 0 |
| SECTOR: A Neural Model for Coherent Topic Segmentation and Classification | Feb 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Progressively Growing Generative Adversarial Networks for High Resolution Semantic Segmentation of Satellite Images | Feb 12, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation | Feb 12, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 |
| Enhancement Mask for Hippocampus Detection and Segmentation | Feb 12, 2019 | HippocampusSegmentation | CodeCode Available | 0 |
| Brain MRI Segmentation using Rule-Based Hybrid Approach | Feb 12, 2019 | AnatomyImage Segmentation | —Unverified | 0 |
| GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation | Feb 12, 2019 | Autonomous DrivingDecoder | —Unverified | 0 |
| Fast-SCNN: Fast Semantic Segmentation Network | Feb 12, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation | Feb 11, 2019 | Contour DetectionImage Segmentation | CodeCode Available | 0 |
| MOTS: Multi-Object Tracking and Segmentation | Feb 10, 2019 | Multi-Object TrackingMulti-Object Tracking and Segmentation | —Unverified | 0 |
| FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation | Feb 8, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Illumination Invariant Foreground Object Segmentation using ForeGANs | Feb 7, 2019 | Foreground SegmentationGenerative Adversarial Network | —Unverified | 0 |
| Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy | Feb 7, 2019 | DecoderSegmentation | —Unverified | 0 |
| Single Network Panoptic Segmentation for Street Scene Understanding | Feb 7, 2019 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 0 |
| DeepIrisNet2: Learning Deep-IrisCodes from Scratch for Segmentation-Robust Visible Wavelength and Near Infrared Iris Recognition | Feb 6, 2019 | Iris RecognitionIris Segmentation | —Unverified | 0 |
| Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks | Feb 5, 2019 | Deep LearningSegmentation | —Unverified | 0 |
| Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs | Feb 3, 2019 | GPUSegmentation | —Unverified | 0 |
| Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods | Feb 2, 2019 | Segmentation | —Unverified | 0 |
| Instance Segmentation as Image Segmentation Annotation | Feb 1, 2019 | DecoderImage Segmentation | CodeCode Available | 0 |
| Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation | Feb 1, 2019 | Segmentation | —Unverified | 0 |
| US-net for robust and efficient nuclei instance segmentation | Jan 31, 2019 | Instance SegmentationSegmentation | —Unverified | 0 |
| Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets | Jan 31, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |