MCNN

AcronymDefinition
MCNNModelspoor Club Noord Nederland (Dutch: Northern Netherlands Model Railway Club)
MCNNMarketing Course Newsletter Network
References in periodicals archive ?
The first column is test image, the second column contains the ground truth density maps calculated by the annotated targets, the density maps in the third and fourth column are calculated by Patch-CNN [11] and MCNN [12], respectively, the fifth column ones are calculated by our proposed deep-fusion network, and the ones in the sixth column are the modified density maps rank and sparse regression and the density maps in the fifth column.
To illustrate the density map regression performance with respect to network structure, we construct MCNN network structure following [12] and density map regression network based on Alexnet [43] and VGGnet [44] by replacing the fully connected layers with fully convolutional layers.
Part A dataset Network MAE MSE MRE ACF [3] 390.5 526.8 84.7 LBP + RR 303.2 371.0 70.4 LBP + LSSVM 224.5 294.6 83.3 Patch-CNN [11] 179.7 252.9 67.7 MCNN [12] 110.2 173.2 37.9 Patch-count CNN [25] 118.4 171.1 39.4 Patch-multitask CNN [26] 110.1 170.1 37.0 TSCCM [27] 115.8 167.9 38.5 Long-short CNN [13] 99.1 145.3 30.0 Hydra-CNN [14] 95.7 143.2 26.1 Deep-fusion network 979 145.1 29.5 Fusion + RR 126.9 187.8 31.7 Fusion + LSSVM 99.3 145.2 29.1 LFCNN 89.2 141.9 17.3 Table 3: Performance comparison of crowd counting methods for Shanghaitech Part B dataset.