Hi, I'm Fatemeh, a researcher from Norway.
Research and Development Areas
Machine Learning and Deep Learning
Expertise in machine learning and deep learning techniques for various applications, including emotion recognition, multimodal analysis, and pain recognition.
Affective Computing and Human-Robot Interaction
Specialization in affective computing, focusing on emotional body gesture recognition, audiovisual emotion recognition, and enhancing human-robot interaction through emotion understanding.
Digital Forestry and Environmental Technology
In-depth knowledge of digital forestry, utilizing data analysis and technology to improve forest management and environmental monitoring.
Multimodal Emotion Recognition
Proficiency in developing systems for multimodal emotion recognition, including facial identification, vocal-based emotion recognition, and gesture-based emotion recognition.
Active Learning and Motion Planning
Research experience in active learning strategies and motion planning algorithms, contributing to advancements in robotics and automation.
Selected work
IEEE Transactions on Affective Computing 12 (2), 505-523, 2021
A Highly Cited Paper, i.e. in the top 1% of the field of Computer Science, according to InCites Essential Science Indicators, Web of Science. [Link]
IEEE Transactions on Affective Computing 10 (1), 60-75, 2017
International Journal of Speech Technology 20 (2), 239-246, 2017
2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), 250-257
Journal of the Audio Engineering Society 65 (7/8), 562-572, 2017
The International Journal of Advanced Manufacturing Technology 124 (9), 2973-3000, 2023
EURASIP Journal on Image and Video Processing 2017 (1), 1-14, 2017
Bulletin of the Polish Academy of Sciences. Technical Sciences 67 (3), 479-488, 2019
2017 25th IEEE Signal Processing and Communications Applications Conference (SIU), 1-4
Machines 11 (7), 722, 1-44, 2023