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cs.CV2024★ 5 cited
Faces of Experimental Pain: Transferability of Deep Learned Heat Pain Features to Electrical Pain
Pooja Prajod, Dominik Schiller, Daksitha Withanage Don +1
The limited size of pain datasets are a challenge in developing robust deep learning models for pain recognition. Transfer learning approaches are often employed in these scenarios…
cs.CV2021★ 11 cited
Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition
Pooja Prajod, Dominik Schiller, Tobias Huber +1
In this paper, we present a process to investigate the effects of transfer learning for automatic facial expression recognition from emotions to pain. To this end, we first train a…