| Deeply Interleaved Two-Stream Encoder for Referring Video Segmentation | Mar 30, 2022 | Referring Expression SegmentationVideo Segmentation | —Unverified | 0 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation | Mar 29, 2022 | Contrastive LearningSegmentation | CodeCode Available | 3 |
| DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation | Mar 28, 2022 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Object discovery and representation networks | Mar 16, 2022 | Instance SegmentationObject | CodeCode Available | 0 |
| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| Efficient Video Segmentation Models with Per-frame Inference | Feb 24, 2022 | Image MattingInstance Segmentation | —Unverified | 0 |
| Box Supervised Video Segmentation Proposal Network | Feb 14, 2022 | Image SegmentationMotion Compensation | CodeCode Available | 0 |
| Borrowing from yourself: Faster future video segmentation with partial channel update | Feb 11, 2022 | Future predictionSemantic Segmentation | CodeCode Available | 0 |
| Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device | Jan 1, 2022 | GPUSegmentation | —Unverified | 0 |
| YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset | Jan 1, 2022 | ManagementSegmentation | —Unverified | 0 |
| Mask2Former for Video Instance Segmentation | Dec 20, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Perceptual Consistency in Video Segmentation | Oct 24, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 |
| Temporally stable video segmentation without video annotations | Oct 17, 2021 | DecoderImage Segmentation | —Unverified | 0 |
| ViSeRet: A simple yet effective approach to moment retrieval via fine-grained video segmentation | Oct 11, 2021 | Moment RetrievalRetrieval | —Unverified | 0 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Coarse to Fine Multi-Resolution Temporal Convolutional Network | May 23, 2021 | Action SegmentationDecoder | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos | Apr 25, 2021 | Instance SegmentationObject | —Unverified | 0 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 |
| Self-supervised Video Object Segmentation by Motion Grouping | Apr 15, 2021 | Motion SegmentationObject | —Unverified | 0 |
| Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography | Mar 26, 2021 | Binary ClassificationMyocardial infarction detection | —Unverified | 0 |
| ClawCraneNet: Leveraging Object-level Relation for Text-based Video Segmentation | Mar 19, 2021 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video | Mar 16, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Novel tile segmentation scheme for omnidirectional video | Mar 10, 2021 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network | Feb 9, 2021 | Referring ExpressionReferring Expression Segmentation | —Unverified | 0 |
| Generic Event Boundary Detection: A Benchmark for Event Segmentation | Jan 26, 2021 | Action DetectionBoundary Detection | CodeCode Available | 1 |
| Simplifying Object Segmentation with PixelLib Library | Jan 20, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| VideoClick: Video Object Segmentation with a Single Click | Jan 16, 2021 | ObjectSegmentation | —Unverified | 0 |
| Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos | Jan 6, 2021 | ObjectSegmentation | CodeCode Available | 0 |
| Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures | Jan 4, 2021 | GPUVideo Segmentation | —Unverified | 0 |
| High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections | Nov 23, 2020 | Interactive SegmentationSegmentation | —Unverified | 0 |
| Highway Driving Dataset for Semantic Video Segmentation | Nov 2, 2020 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Actor and Action Modular Network for Text-based Video Segmentation | Nov 2, 2020 | Action SegmentationAction Understanding | —Unverified | 0 |
| Semantic video segmentation for autonomous driving | Oct 28, 2020 | Autonomous DrivingSegmentation | —Unverified | 0 |
| Coherent Loss: A Generic Framework for Stable Video Segmentation | Oct 25, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Real-time Localized Photorealistic Video Style Transfer | Oct 20, 2020 | Style TransferVideo Segmentation | —Unverified | 0 |
| Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation | Oct 19, 2020 | Semantic SegmentationVideo Segmentation | —Unverified | 0 |
| TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation | Oct 12, 2020 | Sign Language RecognitionSign Language Translation | CodeCode Available | 2 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 |
| Self-supervised Motion Representation via Scattering Local Motion Cues | Aug 1, 2020 | Action RecognitionOptical Flow Estimation | —Unverified | 0 |
| DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation | Jul 13, 2020 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Video Panoptic Segmentation | Jun 19, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Video Semantic Segmentation with Distortion-Aware Feature Correction | Jun 18, 2020 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 |