Calvin Joseph

According to our database, Calvin Joseph authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals.

Muhammad Umar Khan, Niraj Hirachan, Calvin Joseph, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas

Biomed. Signal Process. Control., 2026

2025

A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA.

Sumair Aziz, Calvin Joseph, Niraj Hirachan, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas

Biomed. Signal Process. Control., 2025

The AI4Pain Grand Challenge 2025: Advancing Pain Assessment with Multimodal Physiological Signals.

Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke

Proceedings of the Companion Proceedings of the 27th International Conference on Multimodal Interaction, 2025

2024

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis.

Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas

Sensors, January, 2024

Empirical comparison of deep learning models for fNIRS pain decoding.

Raul Fernandez Rojas, Calvin Joseph, Ghazal Bargshady, Keng-Liang Ou

Frontiers Neuroinformatics, 2024

EEG-based Estimation of Cognitive Workload Across Multiple Tasks.

Anita Susan Mathew, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Jehu Lopez-Aparicio, Raul Fernandez Rojas

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Acute Pain Recognition from Facial Expression Videos using Vision Transformers.

Ghazal Bargshady, Calvin Joseph, Niraj Hirachan, Roland Goecke, Raul Fernandez Rojas

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis.

Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke

Proceedings of the 12th International Conference on Affective Computing and Intelligent Interaction, 2024

2023

Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals.

Muhammad Umar Khan, Sumair Aziz, Niraj Hirachan, Calvin Joseph, Jasper Li, Raul Fernandez Rojas

Sensors, 2023