| Virtual-to-Real: Learning to Control in Visual Semantic Segmentation | Feb 1, 2018 | Deep Reinforcement LearningImage Segmentation | —Unverified | 0 |
| Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms | Jan 31, 2018 | Saliency DetectionSegmentation | —Unverified | 0 |
| Improved Image Segmentation via Cost Minimization of Multiple Hypotheses | Jan 31, 2018 | DiversityImage Segmentation | CodeCode Available | 0 |
| An Iterative Spanning Forest Framework for Superpixel Segmentation | Jan 30, 2018 | Image SegmentationSegmentation | —Unverified | 0 |
| Video-based Sign Language Recognition without Temporal Segmentation | Jan 30, 2018 | SegmentationSentence | —Unverified | 0 |
| SegDenseNet: Iris Segmentation for Pre and Post Cataract Surgery | Jan 30, 2018 | Iris RecognitionIris Segmentation | —Unverified | 0 |
| Deep Learning based Retinal OCT Segmentation | Jan 29, 2018 | Deep Learningregression | —Unverified | 0 |
| Efficient Hierarchical Graph-Based Segmentation of RGBD Videos | Jan 26, 2018 | ClusteringGraph Matching | CodeCode Available | 0 |
| SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation | Jan 26, 2018 | Domain AdaptationInstance Segmentation | CodeCode Available | 0 |
| Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation | Jan 25, 2018 | Image SegmentationLesion Detection | —Unverified | 0 |
| Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST | Jan 25, 2018 | Generative Adversarial NetworkLesion Segmentation | —Unverified | 0 |
| Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans | Jan 25, 2018 | Image SegmentationSegmentation | —Unverified | 0 |
| A Classification Refinement Strategy for Semantic Segmentation | Jan 23, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| MRI Cross-Modality NeuroImage-to-NeuroImage Translation | Jan 22, 2018 | MRI segmentationSegmentation | —Unverified | 0 |
| Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation | Jan 22, 2018 | Deep LearningImage Generation | —Unverified | 0 |
| Dimensionality Reduction in Deep Learning for Chest X-Ray Analysis of Lung Cancer | Jan 19, 2018 | Dimensionality ReductionSegmentation | —Unverified | 0 |
| On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks | Jan 18, 2018 | Computed Tomography (CT)Organ Segmentation | —Unverified | 0 |
| Identification of Seed Cells in Multispectral Images for GrowCut Segmentation | Jan 17, 2018 | General Classificationimage-classification | —Unverified | 0 |
| TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation | Jan 17, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning | Jan 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers | Jan 16, 2018 | Cardiac SegmentationDiagnostic | —Unverified | 0 |
| Student Beats the Teacher: Deep Neural Networks for Lateral Ventricles Segmentation in Brain MR | Jan 15, 2018 | Segmentation | —Unverified | 0 |
| QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy | Jan 12, 2018 | Brain SegmentationDecision Making | CodeCode Available | 0 |
| BUSIS: A Benchmark for Breast Ultrasound Image Segmentation | Jan 9, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| End-to-end detection-segmentation network with ROI convolution | Jan 8, 2018 | Object LocalizationSegmentation | CodeCode Available | 0 |
| Detection and segmentation of the Left Ventricle in Cardiac MRI using Deep Learning | Jan 7, 2018 | Segmentation | CodeCode Available | 0 |
| 2D-Densely Connected Convolution Neural Networks for automatic Liver and Tumor Segmentation | Jan 5, 2018 | Automatic Liver And Tumor SegmentationSegmentation | —Unverified | 0 |
| Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption | Jan 5, 2018 | Domain AdaptationSegmentation | CodeCode Available | 0 |
| PixelLink: Detecting Scene Text via Instance Segmentation | Jan 4, 2018 | Instance Segmentationregression | CodeCode Available | 0 |
| Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models | Jan 3, 2018 | Segmentation | CodeCode Available | 0 |
| Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation | Jan 3, 2018 | Segmentation | CodeCode Available | 0 |
| Instance Embedding Transfer to Unsupervised Video Object Segmentation | Jan 3, 2018 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Panoptic Segmentation | Jan 3, 2018 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Restricted Deformable Convolution based Road Scene Semantic Segmentation Using Surround View Cameras | Jan 2, 2018 | Autonomous DrivingMulti-Task Learning | —Unverified | 0 |
| Robust path-based spectral clustering | Jan 1, 2018 | ClusteringImage Segmentation | —Unverified | 0 |
| Video Action Segmentation with Hybrid Temporal Networks | Jan 1, 2018 | Action SegmentationDecoder | —Unverified | 0 |
| Counterfactual Image Networks | Jan 1, 2018 | counterfactualObject | —Unverified | 0 |
| Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development | Jan 1, 2018 | Boundary DetectionImage Segmentation | —Unverified | 0 |
| Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images | Jan 1, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation | Dec 31, 2017 | HippocampusImage Segmentation | —Unverified | 0 |
| Interactive Video Object Segmentation in the Wild | Dec 31, 2017 | Image SegmentationInteractive Video Object Segmentation | —Unverified | 0 |
| Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation | Dec 29, 2017 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation | Dec 28, 2017 | Segmentation | —Unverified | 0 |
| Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels | Dec 27, 2017 | Objectobject-detection | —Unverified | 0 |
| Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss | Dec 25, 2017 | Binary ClassificationBrain Tumor Segmentation | CodeCode Available | 0 |
| Dual Long Short-Term Memory Networks for Sub-Character Representation Learning | Dec 23, 2017 | Chinese Word SegmentationRepresentation Learning | CodeCode Available | 0 |
| Recurrent Pixel Embedding for Instance Grouping | Dec 22, 2017 | Boundary DetectionClustering | CodeCode Available | 0 |
| Boundary-sensitive Network for Portrait Segmentation | Dec 22, 2017 | AttributeImage Segmentation | —Unverified | 0 |
| Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking | Dec 21, 2017 | Image SegmentationMulti-Object Tracking | —Unverified | 0 |
| Deep Learning with Lung Segmentation and Bone Shadow Exclusion Techniques for Chest X-Ray Analysis of Lung Cancer | Dec 20, 2017 | Segmentation | —Unverified | 0 |