| ViLLa: Video Reasoning Segmentation with Large Language Model | Jul 18, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation | Apr 10, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation | Sep 21, 2023 | Autonomous DrivingSegmentation | CodeCode Available | 1 | 5 |
| Video Panoptic Segmentation | Jun 19, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation | Jan 1, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Video Semantic Segmentation with Distortion-Aware Feature Correction | Jun 18, 2020 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| SimLVSeg: Simplifying Left Ventricular Segmentation in 2D+Time Echocardiograms with Self- and Weakly-Supervised Learning | Sep 30, 2023 | Left Ventricle SegmentationLV Segmentation | CodeCode Available | 0 | 5 |
| Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation | Mar 17, 2023 | SegmentationSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video | Jul 17, 2018 | Optical Flow EstimationSegmentation | CodeCode Available | 0 | 5 |
| arcjetCV: an open-source software to analyze material ablation | Apr 17, 2024 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 | 5 |
| Few-Shot Segmentation Propagation with Guided Networks | May 25, 2018 | Interactive SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Feature Space Optimization for Semantic Video Segmentation | Jun 1, 2016 | SegmentationStructured Prediction | CodeCode Available | 0 | 5 |
| ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of Thoughts | May 24, 2025 | Image SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Exploiting Temporality for Semi-Supervised Video Segmentation | Aug 29, 2019 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| EISeg: An Efficient Interactive Segmentation Tool based on PaddlePaddle | Oct 17, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 | 5 |
| Semantic Video Segmentation : Exploring Inference Efficiency | Sep 4, 2015 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Spatiotemporal CNN for Video Object Segmentation | Apr 4, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation | Jun 1, 2016 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| Self-supervised Learning for Video Correspondence Flow | May 2, 2019 | Self-Supervised LearningSemi-Supervised Video Object Segmentation | CodeCode Available | 0 | 5 |
| STFCN: Spatio-Temporal FCN for Semantic Video Segmentation | Aug 21, 2016 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| An Image Processing Pipeline for Camera Trap Time-Lapse Recordings | Jun 10, 2022 | BIG-bench Machine LearningVideo Segmentation | CodeCode Available | 0 | 5 |
| Efficient Hierarchical Graph-Based Segmentation of RGBD Videos | Jan 26, 2018 | ClusteringGraph Matching | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Efficient Frame Extraction: A Novel Approach Through Frame Similarity and Surgical Tool Tracking for Video Segmentation | Jan 19, 2025 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 | 5 |
| Biomedical SAM 2: Segment Anything in Biomedical Images and Videos | Aug 6, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning | Aug 3, 2016 | Dictionary LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Box Supervised Video Segmentation Proposal Network | Feb 14, 2022 | Image SegmentationMotion Compensation | CodeCode Available | 0 | 5 |
| Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference | Aug 24, 2023 | Scene SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Robust Online Video Instance Segmentation with Track Queries | Nov 16, 2022 | Image SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Borrowing from yourself: Faster future video segmentation with partial channel update | Feb 11, 2022 | Future predictionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation | Sep 23, 2023 | ObjectVideo Segmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| 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 | 5 |
| Rethinking the Evaluation of Video Summaries | Mar 27, 2019 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 | 5 |
| Personalized PCA: Decoupling Shared and Unique Features | Jul 17, 2022 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 | 5 |
| PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM | Feb 18, 2024 | SegmentationVideo Segmentation | CodeCode Available | 0 | 5 |
| Object discovery and representation networks | Mar 16, 2022 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Object Instance Annotation With Deep Extreme Level Set Evolution | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| DatasetNeRF: Efficient 3D-aware Data Factory with Generative Radiance Fields | Nov 18, 2023 | DecoderPoint Cloud Segmentation | CodeCode Available | 0 | 5 |
| Adaptive Temporal Encoding Network for Video Instance-level Human Parsing | Aug 2, 2018 | Human ParsingSegmentation | CodeCode Available | 0 | 5 |
| OmniFall: A Unified Staged-to-Wild Benchmark for Human Fall Detection | May 26, 2025 | Video SegmentationVideo Semantic Segmentation | CodeCode Available | 0 | 5 |
| DaBiT: Depth and Blur informed Transformer for Joint Refocusing and Super-Resolution | Jul 1, 2024 | DeblurringSuper-Resolution | CodeCode Available | 0 | 5 |
| MSEG-VCUQ: Multimodal SEGmentation with Enhanced Vision Foundation Models, Convolutional Neural Networks, and Uncertainty Quantification for High-Speed Video Phase Detection Data | Nov 12, 2024 | SegmentationUncertainty Quantification | CodeCode Available | 0 | 5 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation | Jul 15, 2023 | DecoderSegmentation | CodeCode Available | 0 | 5 |
| GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video | Mar 16, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
