sentence1: to handle the large variation in crowd densities and sizes across different images , zhang et al proposed a multi-column cnn architecture with filters and receptive fields of various sizes .
sentence2: in order to adapt to the change of the crowd density and perspective , zhang et al proposed a multi-column cnn architecture to map the image to its crowd density map .