Xu Tian yi

AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection

Image Signal Processors (ISPs) convert raw sensor signals into digital images, which significantly influence the image quality and the performance of downstream computer vision tasks. Designing ISP pipeline and tuning ISP parameters are two key steps for building an imaging and vision system.…