| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation | Jan 1, 2023 | Instance SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| A Simple Video Segmenter by Tracking Objects Along Axial Trajectories | Nov 30, 2023 | GPUObject | CodeCode Available | 1 |
| Modeling Motion with Multi-Modal Features for Text-Based Video Segmentation | Apr 6, 2022 | Optical Flow EstimationReferring Expression Segmentation | CodeCode Available | 1 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge | Mar 30, 2020 | GPUImage Segmentation | CodeCode Available | 1 |
| Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation | Feb 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Global Knowledge Calibration for Fast Open-Vocabulary Segmentation | Mar 16, 2023 | Knowledge DistillationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Fully Connected Object Proposals for Video Segmentation | Dec 1, 2015 | ObjectSegmentation | —Unverified | 0 |
| FoodMem: Near Real-time and Precise Food Video Segmentation | Jul 16, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Configurable Embodied Data Generation for Class-Agnostic RGB-D Video Segmentation | Oct 16, 2024 | BenchmarkingPanoptic Segmentation | —Unverified | 0 |
| Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation | Mar 27, 2025 | Binary ClassificationVideo Segmentation | —Unverified | 0 |
| Collaborative Hybrid Propagator for Temporal Misalignment in Audio-Visual Segmentation | Dec 11, 2024 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| A Comprehensive Review of Modern Object Segmentation Approaches | Jan 13, 2023 | Image SegmentationObject | —Unverified | 0 |
| Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound | Feb 7, 2024 | AllLesion Segmentation | —Unverified | 0 |
| Architecture Search of Dynamic Cells for Semantic Video Segmentation | Apr 4, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Coherent Parametric Contours for Interactive Video Object Segmentation | Jun 1, 2016 | Interactive Video Object SegmentationObject | —Unverified | 0 |
| ISEC: Iterative over-Segmentation via Edge Clustering | Feb 16, 2018 | ClusteringSegmentation | —Unverified | 0 |
| Fast Action Proposals for Human Action Detection and Search | Jun 1, 2015 | Action DetectionVideo Segmentation | —Unverified | 0 |
| FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching | May 19, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models | Jun 10, 2016 | ObjectObject Tracking | —Unverified | 0 |
| Real-Time Segmentation Networks should be Latency Aware | Apr 6, 2020 | Autonomous VehiclesScene Segmentation | —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 |
| Coherent Loss: A Generic Framework for Stable Video Segmentation | Oct 25, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Fully Hyperbolic Convolutional Neural Networks | May 24, 2019 | Depth EstimationGeneral Classification | —Unverified | 0 |
| Is SAM 2 Better than SAM in Medical Image Segmentation? | Aug 8, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Eye Tracking Assisted Extraction of Attentionally Important Objects From Videos | Jun 1, 2015 | ClusteringObject | —Unverified | 0 |
| CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video | Jun 25, 2025 | Knowledge TracingVideo Segmentation | —Unverified | 0 |
| Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow | Nov 28, 2019 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| Approximating DTW with a convolutional neural network on EEG data | Jan 30, 2023 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
| Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation | Dec 31, 2024 | AllSegmentation | —Unverified | 0 |
| Joint Tracking and Segmentation of Multiple Targets | Jun 1, 2015 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| EntitySAM: Segment Everything in Video | Jan 1, 2025 | DecoderObject | —Unverified | 0 |
| End to End Video Segmentation for Driving : Lane Detection For Autonomous Car | Dec 13, 2018 | Autonomous DrivingLane Detection | —Unverified | 0 |
| ClawCraneNet: Leveraging Object-level Relation for Text-based Video Segmentation | Mar 19, 2021 | ObjectReferring Expression Segmentation | —Unverified | 0 |
| Classifier Based Graph Construction for Video Segmentation | Jun 1, 2015 | Diversitygraph construction | —Unverified | 0 |
| Efficient Video Semantic Segmentation with Labels Propagation and Refinement | Dec 26, 2019 | CPUGPU | —Unverified | 0 |
| Approximate Policy Iteration for Budgeted Semantic Video Segmentation | Jul 26, 2016 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Efficient Video Segmentation Using Parametric Graph Partitioning | Dec 1, 2015 | ClusteringComputational Efficiency | —Unverified | 0 |
| Efficient Video Segmentation Models with Per-frame Inference | Feb 24, 2022 | Image MattingInstance Segmentation | —Unverified | 0 |
| Appearance-Based Refinement for Object-Centric Motion Segmentation | Dec 18, 2023 | Motion SegmentationObject | —Unverified | 0 |
| 5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation | Jun 20, 2022 | ObjectSegmentation | —Unverified | 0 |
| Efficient Portrait Matte Creation With Layer Diffusion and Connectivity Priors | Jan 27, 2025 | Image MattingVideo Segmentation | —Unverified | 0 |
| Efficient MRF Energy Propagation for Video Segmentation via Bilateral Filters | Jan 22, 2013 | ObjectSegmentation | —Unverified | 0 |
| Can Ground Truth Label Propagation from Video help Semantic Segmentation? | Oct 3, 2016 | Semantic SegmentationVideo Segmentation | —Unverified | 0 |
| Efficient Heterogeneous Video Segmentation at the Edge | Aug 24, 2022 | CPUGPU | —Unverified | 0 |
| An end-to-end generative framework for video segmentation and recognition | Sep 7, 2015 | Video SegmentationVideo Semantic Segmentation | —Unverified | 0 |
| Budget-Aware Deep Semantic Video Segmentation | Jul 1, 2017 | Action DetectionActivity Detection | —Unverified | 0 |
| Dynamic Video Segmentation Network | Apr 3, 2018 | SegmentationVideo Segmentation | —Unverified | 0 |