| SAIL-VOS: Semantic Amodal Instance Level Video Object Segmentation - A Synthetic Dataset and Baselines | Jun 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Learning Unsupervised Video Object Segmentation Through Visual Attention | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Shifting More Attention to Video Salient Object Detection | Jun 1, 2019 | Objectobject-detection | CodeCode Available | 0 |
| OVSNet : Towards One-Pass Real-Time Video Object Segmentation | May 24, 2019 | Objectobject-detection | —Unverified | 0 |
| U-Net Based Multi-instance Video Object Segmentation | May 19, 2019 | Instance SegmentationObject | —Unverified | 0 |
| The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation | May 2, 2019 | ObjectSegmentation | —Unverified | 0 |
| On guiding video object segmentation | Apr 25, 2019 | Foreground SegmentationObject | —Unverified | 0 |
| Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks | Apr 22, 2019 | Interactive Video Object SegmentationObject | CodeCode Available | 0 |
| Video Object Segmentation and Tracking: A Survey | Apr 19, 2019 | Autonomous VehiclesObject | —Unverified | 0 |
| Discriminative Online Learning for Fast Video Object Segmentation | Apr 18, 2019 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation | Apr 17, 2019 | Decision MakingObject | CodeCode Available | 0 |
| BoLTVOS: Box-Level Tracking for Video Object Segmentation | Apr 9, 2019 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Spatiotemporal CNN for Video Object Segmentation | Apr 4, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams | Apr 3, 2019 | Hard Attentionobject-detection | —Unverified | 0 |
| Video Object Segmentation using Space-Time Memory Networks | Apr 1, 2019 | Interactive Video Object SegmentationObject | CodeCode Available | 1 |
| BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames | Mar 28, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Fast video object segmentation with Spatio-Temporal GANs | Mar 28, 2019 | DescriptiveObject | —Unverified | 0 |
| Value of Temporal Dynamics Information in Driving Scene Segmentation | Mar 21, 2019 | Scene SegmentationSegmentation | —Unverified | 0 |
| Learning Correspondence from the Cycle-Consistency of Time | Mar 18, 2019 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 0 |
| RVOS: End-to-End Recurrent Network for Video Object Segmentation | Mar 13, 2019 | GPUObject | CodeCode Available | 0 |
| FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation | Feb 25, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Adaptive Masked Proxies for Few-Shot Segmentation | Feb 19, 2019 | Continual LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation | Dec 19, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation | Dec 13, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Fast Online Object Tracking and Segmentation: A Unifying Approach | Dec 12, 2018 | ObjectObject Tracking | CodeCode Available | 2 |
| Online Model Distillation for Efficient Video Inference | Dec 6, 2018 | modelSegmentation | CodeCode Available | 1 |
| Meta Learning Deep Visual Words for Fast Video Object Segmentation | Dec 4, 2018 | Meta-LearningObject | CodeCode Available | 0 |
| A Generative Appearance Model for End-to-end Video Object Segmentation | Nov 28, 2018 | GPUOne-shot visual object segmentation | CodeCode Available | 0 |
| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| Unsupervised RGBD Video Object Segmentation Using GANs | Nov 5, 2018 | ObjectSegmentation | —Unverified | 0 |
| Mask Propagation Network for Video Object Segmentation | Oct 24, 2018 | Instance SegmentationObject | —Unverified | 0 |
| Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting | Oct 17, 2018 | Incremental LearningRobot Manipulation | CodeCode Available | 0 |
| Unsupervised Online Video Object Segmentation with Motion Property Understanding | Oct 9, 2018 | Motion DetectionObject | CodeCode Available | 0 |
| A Coarse-To-Fine Framework For Video Object Segmentation | Sep 26, 2018 | ObjectSegmentation | —Unverified | 0 |
| YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark | Sep 6, 2018 | Image SegmentationObject | —Unverified | 0 |
| VideoMatch: Matching based Video Object Segmentation | Sep 4, 2018 | MemorizationObject | —Unverified | 0 |
| Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation | Sep 4, 2018 | Deep LearningOptical Flow Estimation | —Unverified | 0 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
| Sequential Clique Optimization for Video Object Segmentation | Sep 1, 2018 | Objectobject-detection | —Unverified | 0 |
| Unsupervised Video Object Segmentation with Motion-based Bilateral Networks | Sep 1, 2018 | ObjectSegmentation | —Unverified | 0 |
| Video Object Segmentation by Learning Location-Sensitive Embeddings | Sep 1, 2018 | ObjectSemantic Segmentation | —Unverified | 0 |
| Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection | Sep 1, 2018 | GPUObject | —Unverified | 0 |
| Moving Object Segmentation in Jittery Videos by Stabilizing Trajectories Modeled in Kendall's Shape Space | Aug 14, 2018 | ClusteringObject | —Unverified | 0 |
| Adaptive Temporal Encoding Network for Video Instance-level Human Parsing | Aug 2, 2018 | Human ParsingSegmentation | CodeCode Available | 0 |
| PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation | Jul 24, 2018 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| ReConvNet: Video Object Segmentation with Spatio-Temporal Features Modulation | Jun 14, 2018 | ObjectPosition | —Unverified | 0 |
| Fast and Accurate Online Video Object Segmentation via Tracking Parts | Jun 6, 2018 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 0 |
| Fast Video Object Segmentation by Reference-Guided Mask Propagation | Jun 1, 2018 | DecoderObject | CodeCode Available | 0 |
| Motion-Guided Cascaded Refinement Network for Video Object Segmentation | Jun 1, 2018 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Reinforcement Cutting-Agent Learning for Video Object Segmentation | Jun 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
