| Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation | Jul 13, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Mining Minimal Map-Segments for Visual Place Classifiers | Sep 15, 2019 | SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation | Jun 27, 2024 | Anomaly DetectionGraph Generation | —Unverified | 0 | 0 |
| Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation | Mar 5, 2024 | Optical Flow EstimationSegmentation | —Unverified | 0 | 0 |
| Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level | Nov 15, 2024 | Benchmarkingcounterfactual | —Unverified | 0 | 0 |
| Motion-inductive Self-supervised Object Discovery in Videos | Oct 1, 2022 | ObjectObject Discovery | —Unverified | 0 | 0 |
| MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation | Sep 15, 2019 | SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| Multiclass Semantic Video Segmentation With Object-Level Active Inference | Jun 1, 2015 | ObjectSegmentation | —Unverified | 0 | 0 |
| Multi-class Video Co-segmentation with a Generative Multi-video Model | Jun 1, 2013 | SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| Multi-Cue Structure Preserving MRF for Unconstrained Video Segmentation | Jun 30, 2015 | SegmentationSuperpixels | —Unverified | 0 | 0 |
| Multi-modal Capsule Routing for Actor and Action Video Segmentation Conditioned on Natural Language Queries | Dec 2, 2018 | Action LocalizationNatural Language Queries | —Unverified | 0 | 0 |
| Multimodal Segmentation for Vocal Tract Modeling | Jun 22, 2024 | SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations | Oct 16, 2015 | Boundary DetectionClustering | —Unverified | 0 | 0 |
| MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation | Jul 10, 2025 | NeRFObject | —Unverified | 0 | 0 |
| NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning | May 17, 2018 | Action SegmentationIncremental Learning | —Unverified | 0 | 0 |
| Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation | Oct 19, 2020 | Semantic SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 | Aug 8, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Novel tile segmentation scheme for omnidirectional video | Mar 10, 2021 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 | 0 |
| Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation | Aug 10, 2016 | Motion SegmentationObject | —Unverified | 0 | 0 |
| Object Segmentation with Audio Context | Jan 4, 2023 | audio-visual learningDecoder | —Unverified | 0 | 0 |
| OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation | Mar 10, 2025 | Pseudo LabelSemantic Segmentation | —Unverified | 0 | 0 |
| Online Reasoning Video Segmentation with Just-in-Time Digital Twins | Mar 27, 2025 | Reasoning SegmentationVideo Segmentation | —Unverified | 0 | 0 |
| Open-World Skill Discovery from Unsegmented Demonstrations | Mar 11, 2025 | Boundary DetectionEvent Segmentation | —Unverified | 0 | 0 |
| OVSNet : Towards One-Pass Real-Time Video Object Segmentation | May 24, 2019 | Objectobject-detection | —Unverified | 0 | 0 |
| Parameter-free Video Segmentation for Vision and Language Understanding | Mar 3, 2025 | Question AnsweringVideo Question Answering | —Unverified | 0 | 0 |
| Perceptual Consistency in Video Segmentation | Oct 24, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal | Apr 14, 2019 | Image InpaintingObject | —Unverified | 0 | 0 |
| Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos | Aug 11, 2018 | Foreground SegmentationImage Retargeting | —Unverified | 0 | 0 |
| Pointmap Association and Piecewise-Plane Constraint for Consistent and Compact 3D Gaussian Segmentation Field | Feb 22, 2025 | 2D Panoptic Segmentation3D Scene Reconstruction | —Unverified | 0 | 0 |
| Point-wise mutual information-based video segmentation with high temporal consistency | Jun 8, 2016 | Boundary DetectionOptical Flow Estimation | —Unverified | 0 | 0 |
| Prediction-Tracking-Segmentation | Apr 5, 2019 | PredictionSegmentation | —Unverified | 0 | 0 |
| PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild | Apr 15, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Q-SAM2: Accurate Quantization for Segment Anything Model 2 | Jun 11, 2025 | QuantizationVideo Segmentation | —Unverified | 0 | 0 |
| RAPIDNN: In-Memory Deep Neural Network Acceleration Framework | Jun 15, 2018 | Clusteringspeech-recognition | —Unverified | 0 | 0 |
| R-Clustering for Egocentric Video Segmentation | Apr 10, 2017 | ClusteringDrift Detection | —Unverified | 0 | 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 | 0 |
| Real-time Localized Photorealistic Video Style Transfer | Oct 20, 2020 | Style TransferVideo Segmentation | —Unverified | 0 | 0 |
| Recurrent Fully Convolutional Networks for Video Segmentation | Jun 1, 2016 | Change DetectionImage Segmentation | —Unverified | 0 | 0 |