Ultra Real-Time Portrait Matting via Parallel Semantic Guidance

• Published in: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) pp. 1 - 5
• Main Authors: Huang, Xin, Xie, Jiake, Xu, Bo, Huang, Han, Li, Ziwen, Lu, Cheng, Guo, Yandong, Tang, Yong
• Format: Conference Proceeding
• Language: English
• Published: IEEE 04.06.2023
• Subjects: Acoustics; Computational modeling; dense prediction; Performance evaluation; portrait matting; real-time matting; Real-time systems; Redundancy; Semantics; Signal processing

Most existing portrait matting models either require expensive auxiliary information or try to decompose the task into sub-tasks that are usually resource-hungry. These challenges limit its application on low-power computing devices. In this paper, we propose an ultra-light-weighted portrait matting...