Contact Person : Yuqian Zhou; Last Date for the submission of abstract : 1st August 2019; Description :What is the current state-of-the-art for recognition and detection algorithms in non-ideal visual environments? We are organizing the RLQ workshop and challenge in ICCV 2019.