Most of the methods usually involve two separate tasks: (a) selecting the bands that can indicate the particular material well, feature bands selection; and (b) removing the feature bands contributing redundant information, redundancy reduction [41].
To reduce information redundancy, five highly diagnostic factors were selected to obtain a compact yet informative characterization of the lesion status.
Flit buffers in the LRS are equipped with information redundancy to detect probable bit flip errors.
The information redundancy is exploited to achieve a higher degree of robustness in detecting and tracking intruders.
Information redundancy between different dynamic indicators was analyzed, and their interpretation and limitations as indicators of topsoil quality were discussed.
Throughout the modelling process a considerable amount of errors and information redundancy were identified and examples are presented.
This paper proposes a novel metric setting to measure two important aspects of information diversity, information coverage and information redundancy.
We find that the best cost efficiency is achieved by performing weekly measurements, in comparison with which daily measurements exhibit information redundancy, and monthly measurements imply information loss.
Based on observation matrix of a structure׳s frequency response, two optimal criteria are used to avoid the information redundancy of the candidate degrees of freedom.
In our scheme, the two encoding processes are brought together with range feature code (RFC) as the link, thus reducing the information redundancy between them.
While hyperspectral data are rich in information, processing the hyperspectral data poses several challenges regarding computation speed requirements, information redundancy removal, relevant information identification, and modeling accuracy.
