| 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation | Mar 28, 2018 | 3D ArchitectureScene Segmentation | CodeCode Available | 0 |
| Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection | Mar 28, 2018 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Automatic Stroke Lesions Segmentation in Diffusion-Weighted MRI | Mar 28, 2018 | SegmentationSpecificity | —Unverified | 0 |
| Pose2Seg: Detection Free Human Instance Segmentation | Mar 28, 2018 | 2D Human Pose EstimationHuman Instance Segmentation | CodeCode Available | 0 |
| WebSeg: Learning Semantic Segmentation from Web Searches | Mar 27, 2018 | DiversitySegmentation | —Unverified | 0 |
| Adaptive Affinity Fields for Semantic Segmentation | Mar 27, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Compassionately Conservative Balanced Cuts for Image Segmentation | Mar 27, 2018 | Clusteringgraph partitioning | —Unverified | 0 |
| CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF | Mar 26, 2018 | ObjectOne-Shot Segmentation | —Unverified | 0 |
| Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery | Mar 26, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| On Regularized Losses for Weakly-supervised CNN Segmentation | Mar 26, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| One-Shot Segmentation in Clutter | Mar 26, 2018 | Foreground Segmentationobject-detection | CodeCode Available | 0 |
| Text Segmentation as a Supervised Learning Task | Mar 25, 2018 | ClusteringSegmentation | CodeCode Available | 0 |
| Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks | Mar 24, 2018 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Deep learning and its application to medical image segmentation | Mar 23, 2018 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Video Object Segmentation with Language Referring Expressions | Mar 21, 2018 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| Segmentation of histological images and fibrosis identification with a convolutional neural network | Mar 20, 2018 | Segmentation | —Unverified | 0 |
| Discrete Potts Model for Generating Superpixels on Noisy Images | Mar 20, 2018 | DenoisingObject Recognition | —Unverified | 0 |
| Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos | Mar 19, 2018 | Segmentation | —Unverified | 0 |
| ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation | Mar 19, 2018 | GPUPanoptic Segmentation | CodeCode Available | 0 |
| Depth-aware CNN for RGB-D Segmentation | Mar 19, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections | Mar 19, 2018 | Segmentation | —Unverified | 0 |
| Weakly Supervised Object Localization on grocery shelves using simple FCN and Synthetic Dataset | Mar 19, 2018 | Decoderimage-classification | —Unverified | 0 |
| Learning to Cluster for Proposal-Free Instance Segmentation | Mar 17, 2018 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Adaptive strategy for superpixel-based region-growing image segmentation | Mar 17, 2018 | Image SegmentationSegmentation | —Unverified | 0 |
| Learning to Segment via Cut-and-Paste | Mar 16, 2018 | Instance SegmentationObject | CodeCode Available | 0 |
| Learning deep structured active contours end-to-end | Mar 16, 2018 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Dynamic-structured Semantic Propagation Network | Mar 16, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Towards Image Understanding from Deep Compression without Decoding | Mar 16, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Pseudo Mask Augmented Object Detection | Mar 15, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Salient Region Segmentation | Mar 15, 2018 | Gaze PredictionPrediction | —Unverified | 0 |
| Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks | Mar 14, 2018 | PositionSegmentation | —Unverified | 0 |
| Combining Multi-level Contexts of Superpixel using Convolutional Neural Networks to perform Natural Scene Labeling | Mar 14, 2018 | Image SegmentationScene Labeling | —Unverified | 0 |
| An application of cascaded 3D fully convolutional networks for medical image segmentation | Mar 14, 2018 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 |
| Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation | Mar 13, 2018 | Image SegmentationQuantization | —Unverified | 0 |
| In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine | Mar 12, 2018 | Segmentation | —Unverified | 0 |
| A Feature-Rich Vietnamese Named-Entity Recognition Model | Mar 12, 2018 | Chunkingmodel | CodeCode Available | 0 |
| BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation | Mar 11, 2018 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 0 |
| Tracking of the Internal Jugular Vein in Ultrasound Images Using Optical Flow | Mar 11, 2018 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| ShuffleSeg: Real-time Semantic Segmentation Network | Mar 10, 2018 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 0 |
| Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation | Mar 10, 2018 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification | Mar 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Analysis of Hand Segmentation in the Wild | Mar 8, 2018 | Action RecognitionActivity Recognition | CodeCode Available | 0 |
| A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images | Mar 7, 2018 | Data AugmentationSegmentation | —Unverified | 0 |
| Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation | Mar 7, 2018 | Image CaptioningSegmentation | —Unverified | 0 |
| Fast and Accurate Semantic Mapping through Geometric-based Incremental Segmentation | Mar 7, 2018 | Computational EfficiencySegmentation | —Unverified | 0 |
| RTSeg: Real-time Semantic Segmentation Comparative Study | Mar 7, 2018 | Autonomous DrivingBenchmarking | CodeCode Available | 0 |
| Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks | Mar 5, 2018 | General ClassificationHeart Segmentation | CodeCode Available | 0 |
| Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning | Mar 3, 2018 | Deep LearningPose Estimation | CodeCode Available | 0 |
| High-Dynamic-Range Imaging for Cloud Segmentation | Mar 2, 2018 | BenchmarkingImage Generation | CodeCode Available | 0 |
| The 2018 DAVIS Challenge on Video Object Segmentation | Mar 1, 2018 | Interactive SegmentationObject | —Unverified | 0 |