| 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 |
| A Joint 3D-2D based Method for Free Space Detection on Roads | Nov 6, 2017 | Autonomous DrivingGeneral Classification | —Unverified | 0 |
| Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut. | Nov 6, 2017 | Image SegmentationSegmentation | CodeCode Available | 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 |
| 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 |
| 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 |
| Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure | Nov 1, 2017 | ArticlesChinese Word Segmentation | —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 |
| Unsupervised Segmentation of Phoneme Sequences based on Pitman-Yor Semi-Markov Model using Phoneme Length Context | Nov 1, 2017 | SegmentationSpoken Dialogue Systems | —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 |
| Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation | Oct 31, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Tumor Classification and Segmentation of MR Brain Images | Oct 31, 2017 | ClassificationDiagnostic | —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 |
| Hierarchical semantic segmentation using modular convolutional neural networks | Oct 14, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| An adaptive thresholding approach for automatic optic disk segmentation | Oct 14, 2017 | Segmentation | —Unverified | 0 |
| Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network | Oct 13, 2017 | General ClassificationSegmentation | —Unverified | 0 |
| Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation | Oct 12, 2017 | Automatic Liver And Tumor SegmentationLiver Segmentation | —Unverified | 0 |
| Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning | Oct 11, 2017 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation | Oct 9, 2017 | GPUReal-Time Semantic Segmentation | CodeCode Available | 0 |
| Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound | Oct 9, 2017 | Segmentation | —Unverified | 0 |
| A Bottom Up Procedure for Text Line Segmentation of Latin Script | Oct 9, 2017 | Segmentation | —Unverified | 0 |
| Texture Fuzzy Segmentation using Skew Divergence Adaptive Affinity Functions | Oct 7, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm | Oct 6, 2017 | Autonomous NavigationImage Compression | —Unverified | 0 |
| A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation | Oct 6, 2017 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| Learning to Segment Human by Watching YouTube | Oct 4, 2017 | Human DetectionSegmentation | —Unverified | 0 |
| Learning Affinity via Spatial Propagation Network | Oct 3, 2017 | ColorizationFace Parsing | —Unverified | 0 |
| Learning Affinity via Spatial Propagation Networks | Oct 3, 2017 | ColorizationFace Parsing | —Unverified | 0 |
| Spinal cord gray matter segmentation using deep dilated convolutions | Oct 2, 2017 | Medical Image SegmentationSegmentation | CodeCode Available | 0 |
| The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes | Oct 1, 2017 | DiversityImage Segmentation | —Unverified | 0 |
| RDFNet: RGB-D Multi-Level Residual Feature Fusion for Indoor Semantic Segmentation | Oct 1, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Regional Interactive Image Segmentation Networks | Oct 1, 2017 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation? | Oct 1, 2017 | 16kCamera Pose Estimation | —Unverified | 0 |
| Directionally Convolutional Networks for 3D Shape Segmentation | Oct 1, 2017 | 3D Shape RepresentationRepresentation Learning | —Unverified | 0 |
| Dynamics Enhanced Multi-Camera Motion Segmentation From Unsynchronized Videos | Oct 1, 2017 | Motion SegmentationSegmentation | —Unverified | 0 |