Call for Papers: 2nd International Workshop on Synthetic Data for Face and Gesture Analysis
The 2nd International Workshop on Synthetic Data for Face and Gesture Analysis (SD-FGA 2025) is now accepting paper submissions. Explore the latest advancements in synthetic data and its applications in face and gesture analysis.
The 2nd International Workshop on Synthetic Data for Face and Gesture Analysis (SD-FGA 2025) is now accepting paper submissions. This workshop, held in conjunction with IEEE FG 2025, will take place on either 26 or 30 May 2025 in Clearwater, Florida, USA.
Recent advancements in generative models, such as GANs, VAEs, and diffusion models, have enabled the creation of synthetic data that closely mirrors real-world scenarios. This has significant implications for face and gesture analysis, offering a versatile and ethical alternative for training and testing machine learning algorithms.
The workshop aims to explore the diverse applications of synthetic data in face and gesture analysis, including:
- Novel generative techniques for producing realistic face and gesture data
- Innovative approaches for labeling and annotating synthetic data
- Methods for preventing data leakage in synthetic datasets
- Development of synthetic data pipelines for biometrics
- Techniques for using synthetic data to enrich and augment existing datasets
- Synthetic data as a tool for bias reduction and promoting fairness in face and gesture analysis
- Criteria and methodologies for assessing the quality of synthetic datasets
- Privacy-focused synthetic data generation for sensitive applications
- New applications for synthetic data in areas like augmented reality, animation, and virtual environments
- Comparative performance benchmarks and quality assessments of synthetic datasets
Paper submissions are due by 16 March 2025, 11:59pm PST. For more information, visit the workshop website.
Tags: synthetic data, face and gesture analysis, generative models, GANs, VAEs, diffusion models, IEEE FG 2025, SD-FGA 2025