| Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability | Oct 18, 2023 | SegmentationVideo Segmentation | —Unverified | 0 |
| Unsupervised Semantic Scene Labeling for Streaming Data | Jul 1, 2017 | Scene LabelingSegmentation | —Unverified | 0 |
| Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration | Feb 26, 2020 | Auxiliary LearningSurgical phase recognition | —Unverified | 0 |
| Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation | Sep 4, 2018 | Deep LearningOptical Flow Estimation | —Unverified | 0 |
| Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning | Dec 24, 2016 | SegmentationSemantic Segmentation | —Unverified | 0 |
| VideoClick: Video Object Segmentation with a Single Click | Jan 16, 2021 | ObjectSegmentation | —Unverified | 0 |
| VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos | Nov 7, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos | Jan 1, 2025 | Large Language ModelVideo Segmentation | —Unverified | 0 |
| Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies | May 29, 2013 | ObjectPose Estimation | —Unverified | 0 |
| Video Instance Segmentation Tracking With a Modified VAE Architecture | Jun 1, 2020 | Instance Segmentationobject-detection | —Unverified | 0 |
| Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions | Jun 1, 2013 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Video Object Segmentation via SAM 2: The 4th Solution for LSVOS Challenge VOS Track | Aug 19, 2024 | ObjectSegmentation | —Unverified | 0 |
| Video Object Segmentation Without Temporal Information | Sep 18, 2017 | Foreground SegmentationObject | —Unverified | 0 |
| Video Propagation Networks | Dec 16, 2016 | SegmentationSemantic Segmentation | —Unverified | 0 |
| VideoSAM: Open-World Video Segmentation | Oct 11, 2024 | Autonomous DrivingDecoder | —Unverified | 0 |
| Video Segmentation Learning Using Cascade Residual Convolutional Neural Network | Dec 20, 2022 | Action RecognitionAnomaly Detection | —Unverified | 0 |
| Video Segmentation via Diffusion Bases | May 1, 2013 | SegmentationVideo Segmentation | —Unverified | 0 |
| Video Segmentation via Multiple Granularity Analysis | Jul 1, 2017 | Multiple Instance LearningSegmentation | —Unverified | 0 |
| Video Segmentation via Object Flow | Jun 1, 2016 | ObjectOptical Flow Estimation | —Unverified | 0 |
| Video Segmentation With Just a Few Strokes | Dec 1, 2015 | Motion SegmentationSegmentation | —Unverified | 0 |
| ViSeRet: A simple yet effective approach to moment retrieval via fine-grained video segmentation | Oct 11, 2021 | Moment RetrievalRetrieval | —Unverified | 0 |
| Visual Representation Learning with Stochastic Frame Prediction | Jun 11, 2024 | DecoderPose Tracking | —Unverified | 0 |
| Visual Subtitle Feature Enhanced Video Outline Generation | Aug 24, 2022 | ArticlesHeadline Generation | —Unverified | 0 |
| Visual-Textual Capsule Routing for Text-Based Video Segmentation | Jun 1, 2020 | Action LocalizationReferring Expression Segmentation | —Unverified | 0 |
| VolE: A Point-cloud Framework for Food 3D Reconstruction and Volume Estimation | May 15, 2025 | 3D ReconstructionCamera Calibration | —Unverified | 0 |
| Weakly Supervised Multiclass Video Segmentation | Jun 1, 2014 | SegmentationSemantic Similarity | —Unverified | 0 |
| YouMVOS: An Actor-Centric Multi-Shot Video Object Segmentation Dataset | Jan 1, 2022 | ManagementSegmentation | —Unverified | 0 |
| YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark | Sep 6, 2018 | Image SegmentationObject | —Unverified | 0 |
| Zero-shot capability of SAM-family models for bone segmentation in CT scans | Nov 13, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SAM2 for Image and Video Segmentation: A Comprehensive Survey | Mar 17, 2025 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation | Aug 8, 2024 | DecoderInteractive Segmentation | —Unverified | 0 |
| SANPO: A Scene Understanding, Accessibility and Human Navigation Dataset | Sep 21, 2023 | Autonomous VehiclesDepth Estimation | —Unverified | 0 |
| SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering | Oct 1, 2019 | Embodied Question AnsweringQuestion Answering | —Unverified | 0 |
| Selective Video Object Cutout | Feb 28, 2017 | Computational EfficiencyObject | —Unverified | 0 |
| Self-supervised Motion Representation via Scattering Local Motion Cues | Aug 1, 2020 | Action RecognitionOptical Flow Estimation | —Unverified | 0 |
| Self-supervised Video Object Segmentation by Motion Grouping | Apr 15, 2021 | Motion SegmentationObject | —Unverified | 0 |
| Robust Online Video Instance Segmentation with Track Queries | Nov 16, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 0 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video | Mar 16, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference | Aug 24, 2023 | Scene SegmentationSegmentation | CodeCode Available | 0 |
| Rethinking the Evaluation of Video Summaries | Mar 27, 2019 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation | Sep 23, 2023 | ObjectVideo Segmentation | CodeCode Available | 0 |
| GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation | Sep 20, 2023 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning | Mar 19, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query | Oct 1, 2019 | Referring Expression SegmentationSegmentation | CodeCode Available | 0 |
| Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Segment Anything Model for Zero-shot Single Particle Tracking in Liquid Phase Transmission Electron Microscopy | Jan 6, 2025 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM | Feb 18, 2024 | SegmentationVideo Segmentation | CodeCode Available | 0 |
| arcjetCV: an open-source software to analyze material ablation | Apr 17, 2024 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
| Personalized PCA: Decoupling Shared and Unique Features | Jul 17, 2022 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 |
