Research Article

Low-Rank and Sparse Based Deep-Fusion Convolutional Neural Network for Crowd Counting

Table 1

Configuration of the conv layers in deep-fusion network.

Layer Configuration

Conv 1_1Filter , pad 4, Relu, pool
Conv 1_2Filter , pad 3, Relu, pool
Conv 1_3Filter , pad 3, Relu, pool

Conv 2_1Filter , pad 3, Relu, pool
Conv 2_2Filter , pad 2, Relu, pool
Conv 2_3Filter , pad 1, Relu, pool

Conv 3_1Filter , pad 3, Relu
Conv 3_2Filter , pad 2, Relu
Conv 3_3Filter , pad 1, Relu
Conv 4_1Filter , pad 3, Relu
Conv 4_2Filter , pad 2, Relu
Conv 4_3Filter , pad 1, Relu

Conv_allFilter , pad 0