Development of robust detector using the weather deep generative model for outdoor monitoring system

Kyohoon Jin, Kyung-Su Kang, Baek-Kyun Shin, June-Hyoung Kwon, Soojin Jang, Young-Bin Kim, Han Guk Ryu

Abstract: Highlights•We propose a training strategy for the robust detector under weather conditions.•Our method generates data reflected with weather features in outdoor site images.•The proposed model considers the perspective of top-view without sky feature.•The method can be universally applied to surveillance systems installed outdoors.