See clearly in the distance : representation learning GAN for low resolution object recognition

• المؤلفون الرئيسيون: Xi, Yue, Zheng, Jiangbin, Jia, Wenjing, He, Xiangjian, Li, Hanhui, Ren, Zhuqiang, Lam, Kin-Man
• مؤلفون آخرون: Institute for Media Innovation (IMI)
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Generative Adversarial Networks; Low Resolution Object Recognition
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/145616

Identifying tiny objects with extremely low resolution is generally considered a very challenging task even for human vision, due to limited information presented inside the object areas. There have been very limited attempts in recent years to deal with low-resolution recognition. The existing solu...