STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation Feb 8, 2022 Contrastive Learning Instance Segmentation
— Unverified Language as Queries for Referring Video Object Segmentation Jan 3, 2022 Object Object Tracking
Code Code Available A Graph Matching Perspective With Transformers on Video Instance Segmentation Jan 1, 2022 Graph Matching Instance Segmentation
— Unverified Mask2Former for Video Instance Segmentation Dec 20, 2021 Image Segmentation Instance Segmentation
Code Code Available SeqFormer: Sequential Transformer for Video Instance Segmentation Dec 15, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Implicit Feature Refinement for Instance Segmentation Dec 9, 2021 Instance Segmentation Object Recognition
Code Code Available VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation Dec 8, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation Dec 3, 2021 Image Segmentation Instance Segmentation
— Unverified D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos Nov 15, 2021 Multi-Object Tracking and Segmentation Segmentation
Code Code Available Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation Nov 15, 2021 Instance Segmentation Segmentation
Code Code Available Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge Nov 15, 2021 Instance Segmentation Object Recognition
— Unverified UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution Oct 22, 2021 Instance Segmentation Optical Flow Estimation
Code Code Available Video Instance Segmentation by Instance Flow Assembly Oct 20, 2021 Instance Segmentation Object
— Unverified Temporal RoI Align for Video Object Recognition Sep 8, 2021 Instance Segmentation Object
Code Code Available Real-time Human-Centric Segmentation for Complex Video Scenes Aug 16, 2021 Human Instance Segmentation Instance Segmentation
Code Code Available Improving Video Instance Segmentation via Temporal Pyramid Routing Jul 28, 2021 Instance Segmentation Panoptic Segmentation
Code Code Available Do Different Tracking Tasks Require Different Appearance Models? Jul 5, 2021 Multi-Object Tracking Multi-Object Tracking and Segmentation
Code Code Available False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates Jun 28, 2021 Depth Estimation Instance Segmentation
Code Code Available Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Jun 22, 2021 Multi-Object Tracking and Segmentation Multiple Object Track and Segmentation
Code Code Available Tracking Instances as Queries Jun 22, 2021 Instance Segmentation object-detection
Code Code Available MSN: Efficient Online Mask Selection Network for Video Instance Segmentation Jun 19, 2021 Instance Segmentation Segmentation
Code Code Available 1st Place Solution for YouTubeVOS Challenge 2021:Video Instance Segmentation Jun 12, 2021 Segmentation Video Instance Segmentation
— Unverified Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations Jun 10, 2021 Instance Segmentation object-detection
Code Code Available Video Instance Segmentation using Inter-Frame Communication Transformers Jun 7, 2021 Instance Segmentation Video Instance Segmentation
Code Code Available Contextual Guided Segmentation Framework for Semi-supervised Video Instance Segmentation Jun 7, 2021 Human-Object Interaction Detection Instance Segmentation
— Unverified Instances as Queries May 5, 2021 Instance Segmentation Object
Code Code Available Crossover Learning for Fast Online Video Instance Segmentation Apr 13, 2021 Instance Segmentation Semantic Segmentation
Code Code Available A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline Apr 9, 2021 Deep Reinforcement Learning Instance Segmentation
— Unverified Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation Apr 6, 2021 Instance Segmentation Segmentation
Code Code Available Video Instance Segmentation with a Propose-Reduce Paradigm Mar 25, 2021 Instance Segmentation Segmentation
Code Code Available SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Mar 18, 2021 Head Detection Instance Segmentation
Code Code Available Track to Detect and Segment: An Online Multi-Object Tracker Mar 16, 2021 3D Multi-Object Tracking Instance Segmentation
Code Code Available Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Feb 4, 2021 Instance Segmentation Monocular Depth Estimation
Code Code Available Occluded Video Instance Segmentation: A Benchmark Feb 2, 2021 Instance Segmentation Segmentation
Code Code Available Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates Dec 14, 2020 Instance Segmentation object-detection
Code Code Available CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation Dec 7, 2020 Instance Segmentation Segmentation
Code Code Available Learning Video Instance Segmentation with Recurrent Graph Neural Networks Dec 7, 2020 Graph Neural Network Instance Segmentation
— Unverified End-to-End Video Instance Segmentation with Transformers Nov 30, 2020 Instance Segmentation Segmentation
Code Code Available SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jul 29, 2020 Instance Segmentation object-detection
Code Code Available Video Panoptic Segmentation Jun 19, 2020 Instance Segmentation Panoptic Segmentation
Code Code Available Video Instance Segmentation Tracking With a Modified VAE Architecture Jun 1, 2020 Instance Segmentation object-detection
— Unverified STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos Mar 18, 2020 Instance Segmentation Semantic Segmentation
Code Code Available Learning a Spatio-Temporal Embedding for Video Instance Segmentation Dec 19, 2019 Instance Segmentation Semantic Segmentation
Code Code Available Instance-wise Depth and Motion Learning from Monocular Videos Dec 19, 2019 Instance Segmentation Monocular Depth Estimation
Code Code Available Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Dec 10, 2019 Instance Segmentation Object
— Unverified Video Instance Segmentation May 12, 2019 Instance Segmentation Segmentation
Code Code Available Efficient Video Object Segmentation via Network Modulation Feb 4, 2018 Object Segmentation
Code Code Available Simple Online and Realtime Tracking with a Deep Association Metric Mar 21, 2017 3D Multi-Object Tracking Large-Scale Person Re-Identification
Code Code Available 