Sentence examples for compact dictionary from inspiring English sources

We propose an unsupervised method for learning a compact dictionary of image patches representing meaningful components of an objects.

The compact dictionary, which people like my dad received free from the Book-of-the-Month Club, made showoff etymology accessible, affordable and even stashable for the first time in modest American rec rooms and dens.

To condense the over-completed normal bases into a compact dictionary, a novel dictionary selection method with group sparsity constraint is designed, which can be solved by standard convex optimization.

Dictionary learning aims to generate a compact dictionary that can sparsely represent the incoming signal with minimum error.

Well, one reason is that Sharp wanted to own the bragging rights for the "industry's most compact dictionary with a color screen", which the company now claims for itself.

The patches in the same group have similar image structures and can be presented by a relatively compact dictionary, which is more suitable for the patches in the group than a redundant dictionary.

The proposed algorithm uses nine compact dictionaries covering eight different orientations of the image feature space.

By doing so, authors designed compact dictionaries at different resolution levels achieving reduced computational cost.

Now for each cluster, a pair of directional and compact dictionaries are designed along with their mapping functions.

Related work includes Dong et al. [6] where authors proposed to divide the training data by k-means algorithm and clustered data into different sets and then applied the dictionary learning to get the compact dictionaries.

The following energy function is proposed and minimized (approximately); by solving, the corresponding compact directional dictionaries along with the needed mapping function are obtained [13].