| WordFence: Text Detection in Natural Images with Border Awareness | May 15, 2017 | Semantic SegmentationText Detection | —Unverified | 0 |
| Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs | May 14, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Combination of Hidden Markov Random Field and Conjugate Gradient for Brain Image Segmentation | May 13, 2017 | Brain Image SegmentationImage Segmentation | —Unverified | 0 |
| A Generative Model of People in Clothing | May 11, 2017 | modelSemantic Segmentation | CodeCode Available | 0 |
| Parametric Imaging of FDG-PET Data Using Physiology and Iterative Regularization: Application to the Hepatic and Renal Systems | May 11, 2017 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks | May 10, 2017 | Brain Tumor SegmentationDiagnostic | —Unverified | 0 |
| Derivate-based Component-Trees for Multi-Channel Image Segmentation | May 4, 2017 | Image SegmentationOptical Character Recognition (OCR) | —Unverified | 0 |
| Learning to segment with image-level supervision | May 3, 2017 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data | May 2, 2017 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s) | Apr 30, 2017 | DiversityObject | —Unverified | 0 |
| Object Discovery via Cohesion Measurement | Apr 28, 2017 | ClusteringImage Segmentation | —Unverified | 0 |
| Automatic Real-time Background Cut for Portrait Videos | Apr 28, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Improving Facial Attribute Prediction using Semantic Segmentation | Apr 27, 2017 | AttributeFace Parsing | —Unverified | 0 |
| ICNet for Real-Time Semantic Segmentation on High-Resolution Images | Apr 27, 2017 | Dichotomous Image SegmentationGPU | CodeCode Available | 0 |
| No More Discrimination: Cross City Adaptation of Road Scene Segmenters | Apr 27, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| New region force for variational models in image segmentation and high dimensional data clustering | Apr 26, 2017 | ClusteringImage Segmentation | —Unverified | 0 |
| Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition | Apr 24, 2017 | Instance SegmentationObject | —Unverified | 0 |
| Unstructured point cloud semantic labelingusing deep segmentation networks | Apr 23, 2017 | Semantic Segmentation | CodeCode Available | 0 |
| A Review on Deep Learning Techniques Applied to Semantic Segmentation | Apr 22, 2017 | Autonomous DrivingDeep Learning | CodeCode Available | 0 |
| Deep Learning for Medical Image Processing: Overview, Challenges and Future | Apr 22, 2017 | Deep LearningImage Segmentation | —Unverified | 0 |
| Learning Video Object Segmentation with Visual Memory | Apr 19, 2017 | Motion SegmentationObject | —Unverified | 0 |
| Unsupervised object segmentation in video by efficient selection of highly probable positive features | Apr 19, 2017 | ObjectSemantic Segmentation | —Unverified | 0 |
| Universal Adversarial Perturbations Against Semantic Image Segmentation | Apr 19, 2017 | image-classificationImage Classification | —Unverified | 0 |
| Video Object Segmentation using Supervoxel-Based Gerrymandering | Apr 18, 2017 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Annotating Object Instances with a Polygon-RNN | Apr 18, 2017 | ObjectSegmentation | CodeCode Available | 0 |
| Instance-Level Salient Object Segmentation | Apr 12, 2017 | Instance SegmentationObject | —Unverified | 0 |
| Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation | Apr 12, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark | Apr 12, 2017 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| Deep Learning for Multi-Task Medical Image Segmentation in Multiple Modalities | Apr 11, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Loss Max-Pooling for Semantic Image Segmentation | Apr 10, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes | Apr 7, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Pixelwise Instance Segmentation with a Dynamically Instantiated Network | Apr 7, 2017 | Instance SegmentationObject | CodeCode Available | 0 |
| ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network | Apr 7, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Semantically-Guided Video Object Segmentation | Apr 6, 2017 | ObjectSegmentation | —Unverified | 0 |
| The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification | Apr 5, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade | Apr 5, 2017 | AllSemantic Segmentation | CodeCode Available | 0 |
| Pose2Instance: Harnessing Keypoints for Person Instance Segmentation | Apr 4, 2017 | Instance SegmentationSegmentation | —Unverified | 0 |
| Automatic Breast Ultrasound Image Segmentation: A Survey | Apr 4, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Guided Proofreading of Automatic Segmentations for Connectomics | Apr 4, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| The 2017 DAVIS Challenge on Video Object Segmentation | Apr 3, 2017 | ObjectScene Classification | —Unverified | 0 |
| Learning to Recognize Animals by Watching Documentaries: Using Subtitles as Weak Supervision | Apr 1, 2017 | Image Segmentationobject-detection | —Unverified | 0 |
| Configurable 3D Scene Synthesis and 2D Image Rendering with Per-Pixel Ground Truth using Stochastic Grammars | Apr 1, 2017 | BenchmarkingObject | —Unverified | 0 |
| Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis | Mar 30, 2017 | Instance SegmentationObject | —Unverified | 0 |
| Planecell: Representing the 3D Space with Planes | Mar 30, 2017 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Semantic Instance Segmentation via Deep Metric Learning | Mar 30, 2017 | Instance SegmentationMetric Learning | CodeCode Available | 0 |
| Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network | Mar 28, 2017 | BenchmarkingClustering | —Unverified | 0 |
| Evaluation of Classifiers for Image Segmentation: Applications for Eucalypt Forest Inventory | Mar 28, 2017 | Decision MakingImage Segmentation | —Unverified | 0 |
| Lucid Data Dreaming for Video Object Segmentation | Mar 28, 2017 | Multiple Object TrackingObject | CodeCode Available | 0 |
| Structured Learning of Tree Potentials in CRF for Image Segmentation | Mar 26, 2017 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Multi-View Deep Learning for Consistent Semantic Mapping with RGB-D Cameras | Mar 26, 2017 | Scene UnderstandingSegmentation | —Unverified | 0 |
