Automated Video Segmentation Machine Learning Pipeline
Fuente:
arXiv
Saved in:
| Main Authors: | Merz, Johannes, Fostier, Lucien |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Deep Learning-based Compression Detection for explainable Face Image Quality Assessment
by: Jonientz, Laurin, et al.
Published: (2025)
by: Jonientz, Laurin, et al.
Published: (2025)
Automating Coral Reef Fish Family Identification on Video Transects Using a YOLOv8-Based Deep Learning Pipeline
by: Gerard, Jules, et al.
Published: (2025)
by: Gerard, Jules, et al.
Published: (2025)
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
by: Shen, Yiqing, et al.
Published: (2025)
by: Shen, Yiqing, et al.
Published: (2025)
Foundation Models for Amodal Video Instance Segmentation in Automated Driving
by: Breitenstein, Jasmin, et al.
Published: (2024)
by: Breitenstein, Jasmin, et al.
Published: (2024)
HQColon: A Hybrid Interactive Machine Learning Pipeline for High Quality Colon Labeling and Segmentation
by: Finocchiaro, Martina, et al.
Published: (2025)
by: Finocchiaro, Martina, et al.
Published: (2025)
Spatio-Temporal Attention for Consistent Video Semantic Segmentation in Automated Driving
by: Varghese, Serin, et al.
Published: (2026)
by: Varghese, Serin, et al.
Published: (2026)
TFM Dataset: A Novel Multi-task Dataset and Integrated Pipeline for Automated Tear Film Break-Up Segmentation
by: Wan, Guangrong, et al.
Published: (2025)
by: Wan, Guangrong, et al.
Published: (2025)
Cluster-First Labelling: An Automated Pipeline for Segmentation and Morphological Clustering in Histology Whole Slide Images
by: Ahmad, Muhammad Haseeb, et al.
Published: (2026)
by: Ahmad, Muhammad Haseeb, et al.
Published: (2026)
A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation
by: Qiam, Shirin, et al.
Published: (2024)
by: Qiam, Shirin, et al.
Published: (2024)
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation
by: Attard, Jonathan, et al.
Published: (2025)
by: Attard, Jonathan, et al.
Published: (2025)
IndoorCrowd: A Multi-Scene Dataset for Human Detection, Segmentation, and Tracking with an Automated Annotation Pipeline
by: Nae, Sebastian-Ion, et al.
Published: (2026)
by: Nae, Sebastian-Ion, et al.
Published: (2026)
BIMStruct3D: A Fully Automated Hybrid Learning Scan-to-BIM Pipeline with Integrated Topology Refinement
by: Chamseddine, Mahdi, et al.
Published: (2026)
by: Chamseddine, Mahdi, et al.
Published: (2026)
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?
by: Liang, Chen, et al.
Published: (2024)
by: Liang, Chen, et al.
Published: (2024)
PlantSAM: An Object Detection-Driven Segmentation Pipeline for Herbarium Specimens
by: Sklab, Youcef, et al.
Published: (2025)
by: Sklab, Youcef, et al.
Published: (2025)
VIP: Video Inpainting Pipeline for Real World Human Removal
by: Sun, Huiming, et al.
Published: (2025)
by: Sun, Huiming, et al.
Published: (2025)
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry
by: Yao, Tina, et al.
Published: (2023)
by: Yao, Tina, et al.
Published: (2023)
A Machine Learning Perspective on Automated Driving Corner Cases
by: Schmidt, Sebastian, et al.
Published: (2025)
by: Schmidt, Sebastian, et al.
Published: (2025)
VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning
by: Xu, Zishan, et al.
Published: (2025)
by: Xu, Zishan, et al.
Published: (2025)
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation
by: Dong, Jiahua, et al.
Published: (2025)
by: Dong, Jiahua, et al.
Published: (2025)
Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation
by: Zhuge, Yunzhi, et al.
Published: (2025)
by: Zhuge, Yunzhi, et al.
Published: (2025)
Autoproof: Automated Segmentation Proofreading for Connectomics
by: Huang, Gary B, et al.
Published: (2025)
by: Huang, Gary B, et al.
Published: (2025)
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence
by: Saha, Ripon Kumar, et al.
Published: (2024)
by: Saha, Ripon Kumar, et al.
Published: (2024)
LuciBot: Automated Robot Policy Learning from Generated Videos
by: Qiu, Xiaowen, et al.
Published: (2025)
by: Qiu, Xiaowen, et al.
Published: (2025)
VideoSAM: Open-World Video Segmentation
by: Guo, Pinxue, et al.
Published: (2024)
by: Guo, Pinxue, et al.
Published: (2024)
A Fully Automated Pipeline Using Swin Transformers for Deep Learning-Based Blood Segmentation on Head CT Scans After Aneurysmal Subarachnoid Hemorrhage
by: Garcia, Sergio Garcia, et al.
Published: (2023)
by: Garcia, Sergio Garcia, et al.
Published: (2023)
Reinforcing Video Reasoning Segmentation to Think Before It Segments
by: Gong, Sitong, et al.
Published: (2025)
by: Gong, Sitong, et al.
Published: (2025)
Temporal Grounding as a Learning Signal for Referring Video Object Segmentation
by: Lee, Seunghun, et al.
Published: (2025)
by: Lee, Seunghun, et al.
Published: (2025)
Non-parametric Contextual Relationship Learning for Semantic Video Object Segmentation
by: Wang, Tinghuai, et al.
Published: (2024)
by: Wang, Tinghuai, et al.
Published: (2024)
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention
by: Truong, Quang-Trung, et al.
Published: (2024)
by: Truong, Quang-Trung, et al.
Published: (2024)
End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning
by: Zhang, Jinrong, et al.
Published: (2023)
by: Zhang, Jinrong, et al.
Published: (2023)
Deep Learning Pipeline for Fully Automated Myocardial Infarct Segmentation from Clinical Cardiac MR Scans
by: Schwab, Matthias, et al.
Published: (2025)
by: Schwab, Matthias, et al.
Published: (2025)
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical Documents
by: Archibald, Taylor, et al.
Published: (2024)
by: Archibald, Taylor, et al.
Published: (2024)
Road Obstacle Video Segmentation
by: Rai, Shyam Nandan, et al.
Published: (2025)
by: Rai, Shyam Nandan, et al.
Published: (2025)
Segment Any Motion in Videos
by: Huang, Nan, et al.
Published: (2025)
by: Huang, Nan, et al.
Published: (2025)
Image Coding for Machines with Edge Information Learning Using Segment Anything
by: Shindo, Takahiro, et al.
Published: (2024)
by: Shindo, Takahiro, et al.
Published: (2024)
Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
by: Huang, Yuzhi, et al.
Published: (2025)
by: Huang, Yuzhi, et al.
Published: (2025)
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving
by: Wang, Yiting, et al.
Published: (2024)
by: Wang, Yiting, et al.
Published: (2024)
Segment Anything for Video: A Comprehensive Review of Video Object Segmentation and Tracking from Past to Future
by: Xu, Guoping, et al.
Published: (2025)
by: Xu, Guoping, et al.
Published: (2025)
Emerging Standards for Machine-to-Machine Video Coding
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)
by: Eimon, Md Eimran Hossain, et al.
Published: (2025)
Learning Trajectory-Aware Multimodal Large Language Models for Video Reasoning Segmentation
by: Luo, Jingnan, et al.
Published: (2026)
by: Luo, Jingnan, et al.
Published: (2026)
Similar Items
-
Deep Learning-based Compression Detection for explainable Face Image Quality Assessment
by: Jonientz, Laurin, et al.
Published: (2025) -
Automating Coral Reef Fish Family Identification on Video Transects Using a YOLOv8-Based Deep Learning Pipeline
by: Gerard, Jules, et al.
Published: (2025) -
Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
by: Shen, Yiqing, et al.
Published: (2025) -
Foundation Models for Amodal Video Instance Segmentation in Automated Driving
by: Breitenstein, Jasmin, et al.
Published: (2024) -
HQColon: A Hybrid Interactive Machine Learning Pipeline for High Quality Colon Labeling and Segmentation
by: Finocchiaro, Martina, et al.
Published: (2025)