Our
codebook included one deductive and six inductive categories which were not mutually exclusive; any status update could meet the criteria for multiple categories.
We then computed a representative string for each quality from these vectors and using the
codebook from the k-means stage.
A
codebook, if available, will help the researcher identify sections of the database to download
Step 1: select a m-level tree-structured
codebook [mathematical expression not reproducible] for [mathematical expression not reproducible] in [I.ub.t] and its region features [mathematical expression not reproducible], and let the optimal
codebook level l be 1.
The decision is made by evaluating n x m error indexes obtained by comparing the elaborated gesture to the n gestures in the
codebook, which have been preliminarily acquired for m times, collected in the training set, and then the gesture corresponding to the lowest error index is selected as the recognized gesture.
However the widely used BoVW-based model for medical image representation basically (1) applies the handcrafted SIFT as local features, which would lead to some tiny structure loss and is unsuitable for the fine-grained medical images; (2) uses K-means for
codebook learning and coded vector calculation, which approximates any local descriptor using one learned visual word only and leads to large reconstruction error; (3) extracts middle-level feature using one-phase data only, which may be inapplicable for some types of FLL cases.
- The American Medical Association has released the CPT 2017
Codebook (Current Procedural Terminology), now containing the first endoscopic spinal surgery code no.
One of the most important documents that is developed during a systematic review is the
codebook, which contains information about the data being collected; however due to other library commitments and projects, I decided not to participate in the development of the
codebook or in the writing phase of the project, though I did assist in the initial review of full-text articles for eligibility.
determining the
codebook, is often based on companding technique by which non-uniform quantization is achieved by compression of the input signal x using a compressor with a non-linear characteristic c(*), then by the quantization of the compressed signal c(x) applying uniform quantizer and finally by expanding the quantized values of the compressed signal using a non-linear inverse compression characteristics [c.sup.-1](*).