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ET-CycleGAN: Generating Thermal Images from Images in the Visible Spectrum for Facial Emotion Recognition

Gerard Pons, Abdallah El Ali, Pablo Cesar
2020 Companion Publication of the 2020 International Conference on Multimodal Interaction  

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We present an emotion-guided thermal CycleGAN (ET-CycleGAN) to regularize GAN training with emotion priors in order to generate synthesized thermal images for facial emotion recognition.  ...  We have presented a novel synthesis-based method for generating thermal images from images in the visible spectrum using a GAN-based approach.  ... 
doi:10.1145/3395035.3425258 fatcat:3o2x6y65uzbnvg3evomw4le4su
Citation

Gerard Pons, Abdallah El Ali, Pablo Cesar. "ET-CycleGAN: Generating Thermal Images from Images in the Visible Spectrum for Facial Emotion Recognition." Companion Publication of the 2020 International Conference on Multimodal Interaction (2020)