From Eyes to Face Synthesis: a New Approach for Human-Centered Smart Surveillance

• Published in: IEEE access Vol. 6; pp. 14567 - 14575
• Main Authors: Chen, Xiang, Qing, Linbo, He, Xiaohai, Su, Jie, Peng, Yonghong
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2018; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; conditional GAN; Counterterrorism; Crime; Face; Face recognition; Face synthesis; Facial recognition technology; Gallium nitride; Generators; image generation; Machine learning; Occlusion; smart surveillance; Surveillance; Synthesis; Task analysis; Terrorism; Training; video surveillance

With the popularity of surveillance cameras and the development of deep learning, significant progress has been made in the field of smart surveillance. Face recognition is one of the most important yet challenging tasks in human-centered smart surveillance, especially in public security, criminal i...