VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications

no code implementations • 14 Nov 2019 • Chyuan-Tyng Wu, Leo F. Isikdogan, Sushma Rao, Bhavin Nayak, Timo Gerasimow, Aleksandar Sutic, Liron Ain-kedem, Gilad Michael

However, optimal perceptual image quality does not always translate into optimal performance for computer vision applications.

Autonomous Driving

Automatic ISP image quality tuning using non-linear optimization

no code implementations • 24 Feb 2019 • Jun Nishimura, Timo Gerasimow, Sushma Rao, Aleksandar Sutic, Chyuan-Tyng Wu, Gilad Michael

These need to be hand tuned by Image Quality (IQ) experts, which takes considerable amount of time.