Nam Ling and Ying Liu received $154,673 from Kwai, Inc.
Nam Ling and Ying Liu with the Computer Science and Engineering Department have received $154,673 from Kwai, Inc. to support their project entitled " Low Complexity and High Efficiency Image and Video Coding with Deep Learning on Heterogeneous Platforms".
The objectives of the project:
1. To develop a transformer-based generative adversarial network (GAN) for image and video coding.
2. To develop inter-frame video coding schemes with GAN and convolutional neural network (CNN).
3. To develop low-complexity algorithms to accelerate the encoding/decoding time of the proposed deep networks, utilizing schemes such as 2D and 3D separable convolutions, as well as the multi-frame input-output deep networks. Psychology)