Research Interests:
- Data visualisation
- Human-computer interaction
- Virtual reality / Augmented reality
- Machine learning and big data
- Computer vision
Education & past experience:
- Master of Science at Nanyang Technological University, Singapore
- Research Associate at Nanyang Technological University, Singapore
- Research Assistant at Singapore Management University
- Internship at Université Paris Descartes
Journal Articles:
G. Rao, S. Aghajanian, Y. Zhang, L. Jackowska-Strumiłło, T. Koiranen, M. Fjeld, Monitoring and Visualization of Crystallization Processes Using Electrical Resistance Tomography: CaCO3 and Sucrose Crystallization Case Studies. MDPI Sensors, Special Issue “Tomographic Sensors for Industrial Process Control”, 22/12, 4431 (2022).
Y. Zhang, A. Omrani, R. Yadav, M. Fjeld, Supporting Visualization Analysis in Industrial Process Tomography by Using Augmented Reality—A Case Study of an Industrial Microwave Drying System. MDPI Sensors, Special Issue “Tomographic Sensors for Industrial Process Control”, 21/19, 6515 (2021).
Y. Zhang, M. Fjeld, M. Fratarcangeli, A. Said, S. Zhao, Affective Colormap Design for Accurate Visual Comprehension in Industrial Tomography. MDPI Sensors, 21/14, 4766 (2021).
Posters / Publications in Conference Proceedings & Workshops:
Y. Zhang, Y. Ma, A. Omrani, R. Yadav, M. Fjeld, M. Fratarcangeli, Automatic Image Segmentation for Microwave Tomography (MWT): From Implementation to Comparative Evaluation. 12th International Symposium on Visual Information Communication and Interaction (VINCI 2019), 20-22 September 2019, Shanghai, China.
Presentations / Publications in Conference Proceedings & Workshops:
Y. Zhang, R. Yadav, A. Omrani, M. Fjeld, A Novel Augmented Reality System to Support Volumetric Visualization in Industrial Process Tomography. 15th International Conference on Interfaces and Human Computer Interaction (iHCI 2021), 21–23 July 2021.
Y. Zhang, M. Fjeld, “I Am Told to Be Happy”: An Exploration of Deep Learning in Affective Colormaps in Industrial Tomography. 2nd International Conference on Artificial Intelligence and Information Systems (ICAIIS 2021), 28-30 May 2021.
Y. Zhang, M. Fjeld, A. Said, M. Fratarcangeli, Task-based Colormap Design Supporting Visual Comprehension in Process Tomography. EuroVis 2020, 25-29 May 2020, Norrköping, Sweden.
Y. Zhang, Y. Ma, A. Omrani, R. Yadav, M. Fjeld, M. Fratarcangeli, Automated Microwave Tomography (MWT) Image Segmentation: State-of-the-Art Implementation and Evaluation. WSCG 2020, 18-22 May 2020, Plzen, Czech Republic.
Y. Zhang, M. Fjeld, Condition Monitoring for Confined Industrial Process Based on Infrared Images by Using Deep Neural Network and Variants. 2nd International Conference on Image, Video and Signal Processing – IVSP 2020, 20-22 March 2020, Singapore.
Personal Interests:
- Soccer, Violin / Classical music, Chinese calligraphy, Swimming, Engage in social activities
Project: Human-Computer Interaction with Application on Industrial Tomography