Specifically, Meur et al. proposed multiresolution analysis-based inpainting approaches using the exemplar-based method[28, 29].
Criminisi et al. [30] use the exemplar-based method to remove objects from images.
The LDA transformation matrix was learned using the exemplar dictionary (cf., section 2).
The application of exemplar based inpainting in removing stripe artifacts is a new approach.
Figure 13 shows very good image restoration results which use the restoration algorithm based on exemplars.
That is, there could be no variant exemplars stored for medial stops and nasals, and therefore an exemplar based model (e.g. [ 41]) cannot account for the observed asymmetry.
Using the cluster exemplar identified by Affinity Propagation, the net similarity is the sum of all similarities between each sub-cavity and its cluster's exemplar plus the sum of all exemplar preferences (Frey and Dueck, 2007).
Models were built on the new features, and tested using the stored exemplars.
(2) We use scalar weights while the exemplar-based method uses weighting vectors (the activation matrix).
The proposed approach is illustrated using the meeting scheduler exemplar.
All rats were trained using the same stimulus exemplars and in the same order.
