| Video Segmentation via Multiple Granularity Analysis | Jul 1, 2017 | Multiple Instance LearningSegmentation | —Unverified | 0 |
| Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF | Jul 1, 2017 | Image SegmentationScene Parsing | CodeCode Available | 0 |
| Scene Parsing Through ADE20K Dataset | Jul 1, 2017 | ObjectScene Parsing | —Unverified | 0 |
| Unsupervised Semantic Scene Labeling for Streaming Data | Jul 1, 2017 | Scene LabelingSegmentation | —Unverified | 0 |
| Semantically Coherent Co-Segmentation and Reconstruction of Dynamic Scenes | Jul 1, 2017 | 3D ReconstructionSegmentation | —Unverified | 0 |
| Webly Supervised Semantic Segmentation | Jul 1, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory | Jul 1, 2017 | Boundary DetectionGPU | —Unverified | 0 |
| The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective | Jul 1, 2017 | Language AcquisitionSegmentation | —Unverified | 0 |
| Weakly Supervised Actor-Action Segmentation via Robust Multi-Task Ranking | Jul 1, 2017 | Action ClassificationAction Segmentation | —Unverified | 0 |
| Superpixel-Based Tracking-By-Segmentation Using Markov Chains | Jul 1, 2017 | graph constructionSegmentation | —Unverified | 0 |
| Unsupervised Text Segmentation Based on Native Language Characteristics | Jul 1, 2017 | SegmentationText Segmentation | —Unverified | 0 |
| Flow-free Video Object Segmentation | Jun 29, 2017 | ClusteringObject | —Unverified | 0 |
| Online Adaptation of Convolutional Neural Networks for Video Object Segmentation | Jun 28, 2017 | ObjectSegmentation | —Unverified | 0 |
| Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks | Jun 28, 2017 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 0 |
| Semantically Informed Multiview Surface Refinement | Jun 26, 2017 | 3D geometry3D Reconstruction | —Unverified | 0 |
| Illuminating Pedestrians via Simultaneous Detection & Segmentation | Jun 26, 2017 | Autonomous DrivingPedestrian Detection | CodeCode Available | 0 |
| Scalable multimodal convolutional networks for brain tumour segmentation | Jun 25, 2017 | Multimodal Deep LearningSegmentation | —Unverified | 0 |
| ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools | Jun 25, 2017 | Segmentation | —Unverified | 0 |
| Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis | Jun 22, 2017 | Cell SegmentationCell Tracking | —Unverified | 0 |
| Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans | Jun 22, 2017 | Pancreas SegmentationSegmentation | —Unverified | 0 |
| Tversky loss function for image segmentation using 3D fully convolutional deep networks | Jun 18, 2017 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation | Jun 15, 2017 | Active LearningImage Segmentation | —Unverified | 0 |
| ν-net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters | Jun 14, 2017 | AnatomyImage Segmentation | —Unverified | 0 |
| Image Forgery Localization Based on Multi-Scale Convolutional Neural Networks | Jun 13, 2017 | Segmentation | CodeCode Available | 0 |
| A dynamic graph-cuts method with integrated multiple feature maps for segmenting kidneys in ultrasound images | Jun 11, 2017 | Computational EfficiencyImage Segmentation | —Unverified | 0 |
| Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network | Jun 7, 2017 | Segmentation | —Unverified | 0 |
| BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks | Jun 7, 2017 | Bayesian InferenceInstance Segmentation | —Unverified | 0 |
| Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation | Jun 6, 2017 | Object RecognitionSegmentation | —Unverified | 0 |
| SegAN: Adversarial Network with Multi-scale L_1 Loss for Medical Image Segmentation | Jun 6, 2017 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 0 |
| Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering | Jun 2, 2017 | Lesion SegmentationLiver Segmentation | —Unverified | 0 |
| Motor, un outil de segmentation accessible en ligne (Motor, a segmentation tool accessible online) | Jun 1, 2017 | Segmentation | —Unverified | 0 |
| Line Profile Based Segmentation Algorithm for Touching Corn Kernels | Jun 1, 2017 | General ClassificationImage Segmentation | —Unverified | 0 |
| Neuron Segmentation Using Deep Complete Bipartite Networks | May 31, 2017 | Segmentation | —Unverified | 0 |
| Nighttime sky/cloud image segmentation | May 30, 2017 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI | May 26, 2017 | AnatomyHeart Segmentation | —Unverified | 0 |
| Algorithmic clothing: hybrid recommendation, from street-style-to-shop | May 26, 2017 | General ClassificationRecommendation Systems | —Unverified | 0 |
| Weakly Supervised Semantic Segmentation Based on Web Image Co-segmentation | May 25, 2017 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Stochastic Sequential Neural Networks with Structured Inference | May 24, 2017 | Medical DiagnosisSegmentation | —Unverified | 0 |
| GridNet with automatic shape prior registration for automatic MRI cardiac segmentation | May 24, 2017 | AnatomyCardiac Segmentation | —Unverified | 0 |
| 3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures | May 23, 2017 | Brain Tumor SegmentationSegmentation | —Unverified | 0 |
| DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels | May 22, 2017 | Scene UnderstandingSegmentation | —Unverified | 0 |
| Optimal Multi-Object Segmentation with Novel Gradient Vector Flow Based Shape Priors | May 22, 2017 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation | May 22, 2017 | Action SegmentationDecoder | —Unverified | 0 |
| Recurrent Scene Parsing with Perspective Understanding in the Loop | May 20, 2017 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 0 |
| Simultaneous Multiple Surface Segmentation Using Deep Learning | May 19, 2017 | Deep Learningglobal-optimization | —Unverified | 0 |
| A New 3D Segmentation Technique for QCT Scans of the Lumbar Spine to Determine BMD and Vertebral Geometry | May 19, 2017 | AnatomySegmentation | —Unverified | 0 |
| A New 3D Method to Segment the Lumbar Vertebral Bodies and to Determine Bone Mineral Density and Geometry | May 19, 2017 | Segmentation | —Unverified | 0 |
| A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry | May 19, 2017 | PositionSegmentation | —Unverified | 0 |
| Model-based Catheter Segmentation in MRI-images | May 18, 2017 | modelSegmentation | —Unverified | 0 |
| Pixel Deconvolutional Networks | May 18, 2017 | DecoderImage Generation | CodeCode Available | 0 |