2. In general, a response R is calculated by convolving an input X with a filter f, where the numberof channels in X and f is equal. The range of the values in Ris usually the set of Real numbers.You are required to propose pre and/or post-processing steps so that the values in R can beinterpreted as the cosine of the angle between f and the area in X being convolved (at eachstep).Make your proposal in two steps. Initially give your proposal for 1x1 filters and then extend it toinclude any SxS filter.

Answered: annels in X and f is equal. The range…

annels in X and f is equal. The range of the values are required to propose pre and/or post-process- oreted as the cosine of the angle between f and

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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Question

In general, a response R is calculated by convolving an input X with a filter f, where the number
of channels in X and f is equal. The range of the values in Ris usually the set of Real numbers.
You are required to propose pre and/or post-processing steps so that the values in R can be
interpreted as the cosine of the angle between f and the area in X being convolved (at each
step).
Make your proposal in two steps. Initially give your proposal for 1x1 filters and then extend it to
include any SxS filter.

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