TFMNet: Trimap-free real-time image matting algorithm based on deep learning

• Published in: Journal of Applied Science and Engineering Vol. 27; no. 4; pp. 2307 - 2318
• Main Authors: Ge Peng, Jingzong Yang
• Format: Journal Article
• Language: English
• Published: Tamkang University Press 01.01.2024
• Subjects: convolution neural network without pooling; image processing; image semantic segmentation; real-time image matting

The conventional image matting algorithms needed priori manual Trimap information to produce excellent matting results which made real time matting impossible. To tackle the problem, a Trimap-free image matting network, TFMNet, is proposed in this paper. The proposed network consists of four modules...