Multitask Identity-Aware Image Steganography via Minimax Optimization

no code implementations • 13 Jul 2021 • Jiabao Cui, Pengyi Zhang, Songyuan Li, Liangli Zheng, Cuizhu Bao, Jupeng Xia, Xi Li

The key issue of the direct recognition is to preserve identity information of secret images into container images and make container images look similar to cover images at the same time.

Image Restoration Image Steganography

Efficient Style-Corpus Constrained Learning for Photorealistic Style Transfer

1 code implementation • IEEE 2021 • Yingxu Qiao, Jiabao Cui, Fuxian Huang, Hongmin Liu, Cuizhu Bao, Xi Li

Photorealistic style transfer is a challenging task, which demands the stylized image remains real.

Style Transfer

Epoch-evolving Gaussian Process Guided Learning

no code implementations • 25 Jun 2020 • Jiabao Cui, XueWei Li, Bin Li, Hanbin Zhao, Bourahla Omar, Xi Li

In this paper, we propose a novel learning scheme called epoch-evolving Gaussian Process Guided Learning (GPGL), which aims at characterizing the correlation information between the batch-level distribution and the global data distribution.

How to Train Your Dragon: Tamed Warping Network for Semantic Video Segmentation

no code implementations • 4 May 2020 • Junyi Feng, Songyuan Li, Yifeng Chen, Fuxian Huang, Jiabao Cui, Xi Li

Real-time semantic segmentation on high-resolution videos is challenging due to the strict requirements of speed.

Motion Estimation Real-Time Semantic Segmentation +2