| Cost-Effective Active Learning for Melanoma Segmentation | Nov 24, 2017 | Active LearningImage Segmentation | CodeCode Available | 0 |
| Deep Extreme Cut: From Extreme Points to Object Segmentation | Nov 24, 2017 | Instance SegmentationInteractive Segmentation | CodeCode Available | 0 |
| SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation | Nov 23, 2017 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 0 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Video Semantic Object Segmentation by Self-Adaptation of DCNN | Nov 22, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Neuron-level Selective Context Aggregation for Scene Segmentation | Nov 22, 2017 | Scene SegmentationSegmentation | —Unverified | 0 |
| S4Net: Single Stage Salient-Instance Segmentation | Nov 21, 2017 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Identifying Most Walkable Direction for Navigation in an Outdoor Environment | Nov 21, 2017 | DecoderSegmentation | —Unverified | 0 |
| Fully Convolutional Neural Networks for Page Segmentation of Historical Document Images | Nov 21, 2017 | Segmentation | —Unverified | 0 |
| Pixel-wise object tracking | Nov 20, 2017 | ObjectObject Tracking | —Unverified | 0 |
| Robust Seed Mask Generation for Interactive Image Segmentation | Nov 20, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Transferable Semi-supervised Semantic Segmentation | Nov 18, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Segmenting Brain Tumors with Symmetry | Nov 17, 2017 | Brain Tumor SegmentationMedical Image Segmentation | —Unverified | 0 |
| Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks | Nov 17, 2017 | DecoderPancreas Segmentation | —Unverified | 0 |
| Priming Neural Networks | Nov 16, 2017 | Objectobject-detection | CodeCode Available | 0 |
| HandSeg: An Automatically Labeled Dataset for Hand Segmentation from Depth Images | Nov 16, 2017 | Data AugmentationHand Segmentation | —Unverified | 0 |
| Minimizing Supervision for Free-space Segmentation | Nov 16, 2017 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 |
| Language-Based Image Editing with Recurrent Attentive Models | Nov 16, 2017 | ColorizationImage Colorization | CodeCode Available | 0 |
| Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation | Nov 15, 2017 | Autonomous DrivingDecoder | CodeCode Available | 0 |
| Vertebral body segmentation with GrowCut: Initial experience, workflow and practical application | Nov 13, 2017 | Segmentation | —Unverified | 0 |
| Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation | Nov 13, 2017 | Hyperspectral Image SegmentationImage Segmentation | —Unverified | 0 |
| Guided Machine Learning for power grid segmentation | Nov 13, 2017 | BIG-bench Machine LearningCommunity Detection | CodeCode Available | 0 |
| Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut. | Nov 6, 2017 | Image SegmentationSegmentation | CodeCode Available | 0 |
| A Joint 3D-2D based Method for Free Space Detection on Roads | Nov 6, 2017 | Autonomous DrivingGeneral Classification | —Unverified | 0 |
| Towards Automatic 3D Shape Instantiation for Deployed Stent Grafts: 2D Multiple-class and Class-imbalance Marker Segmentation with Equally-weighted Focal U-Net | Nov 4, 2017 | Segmentation | CodeCode Available | 0 |
| AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks | Nov 3, 2017 | Segmentation | CodeCode Available | 1 |
| Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks | Nov 3, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure | Nov 1, 2017 | ArticlesChinese Word Segmentation | —Unverified | 0 |
| MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network | Nov 1, 2017 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Identifying Speakers and Listeners of Quoted Speech in Literary Works | Nov 1, 2017 | SegmentationSpeaker Identification | —Unverified | 0 |
| Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks | Nov 1, 2017 | Automatic Speech Recognition (ASR)Natural Language Understanding | —Unverified | 0 |
| Recall is the Proper Evaluation Metric for Word Segmentation | Nov 1, 2017 | Information RetrievalMachine Translation | —Unverified | 0 |
| Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora | Nov 1, 2017 | Information RetrievalMachine Translation | —Unverified | 0 |
| Unsupervised Segmentation of Phoneme Sequences based on Pitman-Yor Semi-Markov Model using Phoneme Length Context | Nov 1, 2017 | SegmentationSpoken Dialogue Systems | —Unverified | 0 |
| Tumor Classification and Segmentation of MR Brain Images | Oct 31, 2017 | ClassificationDiagnostic | —Unverified | 0 |
| Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation | Oct 31, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem | Oct 26, 2017 | Cell SegmentationImage Segmentation | —Unverified | 0 |
| Improved Workflow for Unsupervised Multiphase Image Segmentation | Oct 26, 2017 | General ClassificationImage Segmentation | —Unverified | 0 |
| Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning | Oct 25, 2017 | 3D ReconstructionBrain Segmentation | CodeCode Available | 0 |
| Adversarial Deep Structured Nets for Mass Segmentation from Mammograms | Oct 24, 2017 | Mass Segmentation From MammogramsPosition | CodeCode Available | 0 |
| Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net | Oct 23, 2017 | Cell SegmentationClassification | —Unverified | 0 |
| Rethinking Convolutional Semantic Segmentation Learning | Oct 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Superpixel Based Segmentation and Classification of Polyps in Wireless Capsule Endoscopy | Oct 20, 2017 | ClusteringGeneral Classification | —Unverified | 0 |
| Unsupervised Object Discovery and Segmentation of RGBD-images | Oct 18, 2017 | ObjectObject Discovery | —Unverified | 0 |
| Cell Segmentation in 3D Confocal Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection | Oct 18, 2017 | Cell SegmentationSegmentation | —Unverified | 0 |
| CASICT Tibetan Word Segmentation System for MLWS2017 | Oct 17, 2017 | Segmentation | CodeCode Available | 0 |
| Superpixels Based Marker Tracking Vs. Hue Thresholding In Rodent Biomechanics Application | Oct 17, 2017 | PositionSegmentation | —Unverified | 0 |
| Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural Network | Oct 16, 2017 | Brain SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 |
| An adaptive thresholding approach for automatic optic disk segmentation | Oct 14, 2017 | Segmentation | —Unverified | 0 |
| Hierarchical semantic segmentation using modular convolutional neural networks | Oct 14, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |