If you’ve ever spent a day out in the haze, you might have noticed how difficult it is to see anything. But your human eyes aren’t the only ones that struggle in such conditions—digital vision sensors and computer vision algorithms take a hit too, with potentially serious implications for systems that rely on a clear vision, such as video surveillance cameras or autonomous vehicles.
Dr Hongyuan Zhu, a Research Scientist at the A*STAR Institute for Infocomm Research (I2
R) on secondment to the Institute of High Performance Computing (IHPC), have created a new model that applies a generative adversarial network (GAN) to single-image dehazing for the first time.
Read the full article published on A*STAR Research