Sentence examples for pooling operation from inspiring English sources

This ensures that the convolution and pooling operation we have designed can be successfully applied in the original FCN architecture.

Then, the maximum pooling operation carried on the similarity matrix and the transformation invariance was introduced in the model.

Results indicate that pallet handling and loading conditions are the most important factors determining the cost and carbon equivalent emission of a pallet pooling operation.

The main idea of the proposed method was to extract feature of the input image by alternation between soft sparse coding and maximum pooling operation within a hierarchical structure.

The CNN pooling operation can get the global eigenvector in the invariant rotation and scale.

The final quality score can be obtained from SSM via pooling operation.

Hence, exploiting the associativity of the max operator, we can perform the two types of pooling operations in one go, as illustrated on the right hand side of Fig. 4.

3D shapes are represented as graph structures in the SFCN architecture, based on novel graph convolution and pooling operations, which are similar to convolution and pooling operations used on images.

The inquiry appears to be quite broad, with the attorney general's requests for information covering many aspects of the banks' loan pooling operations.

Unlike conventional example-based methods which need to solve complex optimization problems, the proposed method only computes convolution and pooling operations, hence significantly improves the synthesis efficiency.

Current computational models of object recognition, including recent deep learning networks, generate these properties through a hierarchy of alternating selectivity-increasing filtering and tolerance-increasing pooling operations, similar to simple-complex cells operations [ 46, 8, 44, 29 ].