| Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos | Jan 6, 2021 | ObjectSegmentation | —Unverified | 0 |
| Mask Selection and Propagation for Unsupervised Video Object Segmentation | Jan 5, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment | Jan 1, 2021 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Deep Transport Network for Unsupervised Video Object Segmentation | Jan 1, 2021 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation | Dec 10, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation | Dec 4, 2020 | Semantic SegmentationUnsupervised Video Object Segmentation | —Unverified | 0 |
| Reducing the Annotation Effort for Video Object Segmentation Datasets | Nov 2, 2020 | ObjectSemantic Segmentation | —Unverified | 0 |
| Learning to Sort Image Sequences via Accumulated Temporal Differences | Oct 22, 2020 | Action RecognitionSemantic Segmentation | —Unverified | 0 |
| Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching | Oct 10, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 0 |
| PMVOS: Pixel-Level Matching-Based Video Object Segmentation | Sep 18, 2020 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Ground-truth or DAER: Selective Re-query of Secondary Information | Sep 16, 2020 | Object TrackingScene Classification | CodeCode Available | 0 |
| LSMVOS: Long-Short-Term Similarity Matching for Video Object | Sep 2, 2020 | ObjectOptical Flow Estimation | CodeCode Available | 0 |
| ScribbleBox: Interactive Annotation Framework for Video Object Segmentation | Aug 22, 2020 | ObjectSegmentation | —Unverified | 0 |
| DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping | Aug 16, 2020 | Continual LearningObject | —Unverified | 0 |
| Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline | Aug 16, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Curriculum Learning for Recurrent Video Object Segmentation | Aug 15, 2020 | ObjectSemantic Segmentation | CodeCode Available | 0 |
| Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation | Aug 4, 2020 | RGB Salient Object DetectionSemantic Segmentation | —Unverified | 0 |
| Unsupervised Video Object Segmentation with Joint Hotspot Tracking | Aug 1, 2020 | Gaze EstimationObject | —Unverified | 0 |
| Memory Selection Network for Video Propagation | Aug 1, 2020 | ColorizationSemantic Segmentation | —Unverified | 0 |
| Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching | Jul 11, 2020 | ObjectObject Tracking | —Unverified | 0 |
| Motion Prediction in Visual Object Tracking | Jul 1, 2020 | Autonomous Drivingmotion prediction | —Unverified | 0 |
| Self-supervised Video Object Segmentation | Jun 22, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| D3S - A Discriminative Single Shot Segmentation Tracker | Jun 1, 2020 | ObjectObject Tracking | —Unverified | 0 |
| ALBA : Reinforcement Learning for Video Object Segmentation | May 26, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| Revisiting Sequence-to-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory | Apr 25, 2020 | DecoderObject | CodeCode Available | 0 |
| Memory Aggregation Networks for Efficient Interactive Video Object Segmentation | Mar 30, 2020 | Interactive Video Object SegmentationObject | —Unverified | 0 |
| Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection | Mar 29, 2020 | Action SegmentationSegmentation | —Unverified | 0 |
| Dual Temporal Memory Network for Efficient Video Object Segmentation | Mar 13, 2020 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| CRVOS: Clue Refining Network for Video Object Segmentation | Feb 10, 2020 | DecoderObject | CodeCode Available | 0 |
| One-Shot Weakly Supervised Video Object Segmentation | Dec 18, 2019 | ObjectSegmentation | —Unverified | 0 |
| Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation | Dec 3, 2019 | Foreground SegmentationInstance Segmentation | —Unverified | 0 |
| D3S -- A Discriminative Single Shot Segmentation Tracker | Nov 20, 2019 | ObjectObject Tracking | CodeCode Available | 0 |
| Learning to Track Any Object | Oct 25, 2019 | Instance SegmentationObject | —Unverified | 0 |
| Anchor Diffusion for Unsupervised Video Object Segmentation | Oct 24, 2019 | Image SegmentationObject | CodeCode Available | 0 |
| Illumination-Based Data Augmentation for Robust Background Subtraction | Oct 18, 2019 | Data AugmentationForeground Segmentation | CodeCode Available | 0 |
| Object Segmentation Tracking from Generic Video Cues | Oct 5, 2019 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Fast Video Object Segmentation via Dynamic Targeting Network | Oct 1, 2019 | ObjectSegmentation | —Unverified | 0 |
| AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation | Oct 1, 2019 | DecoderObject | CodeCode Available | 0 |
| CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing | Sep 30, 2019 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| Towards Good Practices for Video Object Segmentation | Sep 30, 2019 | BIG-bench Machine LearningObject | —Unverified | 0 |
| LIP: Learning Instance Propagation for Video Object Segmentation | Sep 30, 2019 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency | Sep 29, 2019 | Motion SegmentationOptical Flow Estimation | CodeCode Available | 0 |
| RPM-Net: Robust Pixel-Level Matching Networks for Self-Supervised Video Object Segmentation | Sep 29, 2019 | ObjectSegmentation | —Unverified | 0 |
| Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation | Sep 28, 2019 | FormMeta-Learning | —Unverified | 0 |
| DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation | Sep 27, 2019 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| Adaptive ROI Generation for Video Object Segmentation Using Reinforcement Learning | Sep 27, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Fast Video Object Segmentation via Mask Transfer Network | Aug 28, 2019 | ObjectSemantic Segmentation | —Unverified | 0 |
| RANet: Ranking Attention Network for Fast Video Object Segmentation | Aug 19, 2019 | DecoderObject | CodeCode Available | 0 |
| In defense of OSVOS | Aug 19, 2019 | Depth EstimationObject | —Unverified | 0 |
| An Empirical Study of Propagation-based Methods for Video Object Segmentation | Jul 30, 2019 | ObjectSemantic Segmentation | —Unverified | 0 |
