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In order to get a desired equal length descriptor to release the burden of later learning task, we need to build codebook for all extracted SIFT features first and then redo the data representations for each image bag based on the constructed codebook.
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Having extracted keyframes from videos and built codebook (mathcal {C}), by generalizing the Bag-of-Visual-Words concept we can build a global descriptor H v) for each video v. Video keyframes are assigned to high-level "words" in the codebook (iconic images).
This codebook served as the CI codebook for all the experiments described in this section.
We will build a government for all".
Similarly, the gateway builds the FNTs for all active nodes.
For searching the video database, we first follow Section 3 to extract the iconic codebook and build the BoI representations for all database videos.
Build the framework for all four walls.
As for MPEG, the uniform codebook is designed for all channel pairs; thus, the bit rates of MPEG in Table 1 for different channel pairs are the same.
A codebook is prepared for all open and close-ended questions in the study.
Following their suggestions, we choose to use a codebook size of 4000 for all our tested datasets, after verification by experiments.
We consider BPSK modulation for all codebooks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com