no code implementations • 31 May 2024 • Huaxiang Zhang, Yaojia Mu, Guo-Niu Zhu, Zhongxue Gan
Accurate visual understanding is imperative for advancing autonomous systems and intelligent robots.
no code implementations • 18 Jun 2023 • Fanxin Xia, Jian Jin, Lili Meng, Feng Ding, Huaxiang Zhang
GAN-based image compression schemes have shown remarkable progress lately due to their high perceptual quality at low bit rates.
no code implementations • 1 Mar 2022 • Jian Jin, Dong Yu, Weisi Lin, Lili Meng, Hao Wang, Huaxiang Zhang
Besides, the JND of the red and blue channels are larger than that of the green one according to the experimental results of the proposed model, which demonstrates that more changes can be tolerated in the red and blue channels, in line with the well-known fact that the human visual system is more sensitive to the green channel in comparison with the red and blue ones.
no code implementations • 7 Jan 2022 • Jian Jin, Xingxing Zhang, Lili Meng, Weisi Lin, Jie Liang, Huaxiang Zhang, Yao Zhao
Experimental results show that the VSD can be accurately estimated with the weights learnt by the nonlinear mapping function once its associated S-VSDs are available.
no code implementations • 19 Dec 2021 • Sien Chen, Jian Jin, Lili Meng, Weisi Lin, Zhuo Chen, Tsui-Shan Chang, Zhengguang Li, Huaxiang Zhang
Meanwhile, an image predictor is designed and trained to achieve the general-quality image reconstruction with the 16-bit gray-scale profile and signal features.
no code implementations • 25 Apr 2019 • Li Wang, Lei Zhu, En Yu, Jiande Sun, Huaxiang Zhang
Deep hashing has recently received attention in cross-modal retrieval for its impressive advantages.