@inproceedings{8c7e35fd347944faa5432f5b55e4bb9d,
title = "GAN-Based Criminal Suspect Face Generator",
abstract = "We propose a criminal suspect face generator based on GANs to replace the problematic process of traditional criminal investigation. The proposed method consists of two crucial components: DCGAN for feature-based face generation, and StyleGAN for feature-guided face manipulation. The proposed framework addresses several practical problems of criminal investigation by first generating a face based on a feature and then transferring the face to different features or expressions for unlimited times in an objective and efficient way. Preliminary experimental results are promising to address the problems of crime investigations in real scenarios.",
author = "Sophia Yang and Zhang, {Jun Teng} and Lin, {Chia Wen} and Hsu, {Chih Chung}",
note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; 25th International Computer Symposium on New Trends in Computer Technologies and Applications, ICS 2022 ; Conference date: 15-12-2022 Through 17-12-2022",
year = "2022",
doi = "10.1007/978-981-19-9582-8_29",
language = "English",
isbn = "9789811995811",
series = "Communications in Computer and Information Science",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "329--340",
editor = "Sun-Yuan Hsieh and Ling-Ju Hung and Sheng-Lung Peng and Ralf Klasing and Chia-Wei Lee",
booktitle = "New Trends in Computer Technologies and Applications - 25th International Computer Symposium, ICS 2022, Proceedings",
address = "Germany",
}
