Given the input image and the filter of the convolution, what are the output of theconvolution and the output of the max pooling in the following figure?eFilter10 -110110 -1102 011|102 01 1102 011|1 1 2 01 o|112010112 010Output afterConvolutionOutput afterPoolingConvolutionМаx рoolingInput imageRequirements for convolution: ePadding: sameeStride = 1 (for both vertical and horizontal directions)-• Requirement for Max Pooling: eStride = 3 (for both vertical and horizontal directions)-Filter size in the Max pooling = 3x3-Padding: valideIn Padding, if enlarging the matrix (input image or output after convolution) is needed,student must enlarge the matrix by adding the constant value "Zero" to the edge.eYour answer must include the calculation process.e

Answered: Given the input image and the filter of…

Given the input image and the filter of the convolution, what are the output of the convolution and the output of the max pooling in the following figure?

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

See similar textbooks

Related questions

Q: 4. When the scale factors are equal to each other in the coordinate system, we call it: *…

A: I have answered the question in step 2.

Q: I'm attempting to use Matlab's 'filtfilt' function to conduct zero phase filtering on my data. The…

A: Given: y = filtfilt filtfilt filtfilt filtfilt filtfilt filtfilt filtfilt (b,a,x)filtfilt = filtfilt…

Q: 1. For the following H(z), obtain poles and zeros, draw zero-pole plot and determine whether this…

A: Given H(z) is = (Z2 + 2z ) / (z2 + 0.4z -0.12) We have to write matlab code for H(z) and obtain…

Q: I am to write a code for a colision detection where it detects whether two 3D spheres are colliding.…

A: Summary: -After creating class and creating functions and applying the conditional statement at the…

Q: For purposes of discussion, it is convenient to restrict the general definition of a digital image.…

A: Introduction: As discussed in the question we need to explain few generalization points that can be…

Q: For each of the following questions, draw the phase portrait as function of the control parameter µ…

A: This problem requires us to draw the phase portrait for the function θ = sin(2θ) / (1 + µsin(θ)) as…

Q: A 50×50 image (binary) contains a 10× 10 white block in the center against a black background.…

A: GIVEN: A 50×50 image (binary) contains a 10× 10 white block in the center against a…

Q: 8 6 6 6 3 11 8 8 8 9 10 10 10 7 9 a. Generate a histogram of the image given below. Show working. b.…

A: Histogram: A histogram is a graphical display of data using bars of different heights. In a…

Q: Write a pseudo code to implement the ray-

A: Algorithm 1: FirstHitTraverse(R, N) // for primary and diffuse raysInput: Ray R, BVHNode NOutput:…

Q: Assume that you are given an image that is affected by Gaussian noise. Explain what would happen if…

A: Please find the answer below :

Q: Process the image given on the right by a 3x3 Laplacian filter (4-direction mask). Find the filter…

Q: n object is in location (0,0), (1,0), (0,1) and (1,1). Write the new positions after shearing the…

A: Let vertices of object be A,B,C,D A=(0,0), B=(1,0), C=(0,1) D=(1,1) Applying shear along X-axis…

Q: The attatched image is the 2D profile of an image, showing I(x,y). True or False: The spatial…

A: The question is solved in step2

Q: Write a MATLAB code to do the following: a. Read 'coins.png' image and save it in an 'img'…

A: The objective of the question is to perform various image processing operations on a given image…

Q: Describe homomorphic filtering to improve the image (f(x,y) given its intensity (I (x,y) )and…

A: In image processing, Homomorphic Filtering is defined as a technique that involves non-linear…

Q: uming a scene where the light intensities and reflection coefficients for ambient, diffuse, and…

A: Assuming a scene where the light intensities and reflection coefficients for ambient diffuse, and…

Q: Write Short Note On : Phong Specular Reflection Model

A: Phong Specular Reflection model: The level of specular reflection of a point on a surface for a…

Q: rectangular plate for the range -25xS0 and 0 s ys3. T=2+2-y + 2x + 2ry + y Use the MATLAB function…

A: It is defined as the subroutines that are available within the same file. Local functions are the…

Q: 6. Suppose we have an image with 40x42x3 dimensions, and we apply a convolution operation with six…

A: Convolution is a general-purpose filter effect for images. It is a mathematical function and is a…

Q: 3) The aim of this project is to reduce the amount of noise in the image by image averaging…

A: a) Use imnoise function in MATLAB and contaminate an input image with Gaussian noise with the same…

Q: : Apply the Mean-Filter to the following image 1 4 5 7 1 10 7 7 14 4 7 7 13 4 7 7 2. 3.

Q: using Matlab , Apply additive Gaussian noise to the given image. Plot the effect of noise reduction…

A: Using Matlab,apply additive Gaussian noise to the given image.Plot the effect of noise reduction…

Q: take the minimized picture into the center of the original picture

A: Syntax: Icropped = imcropIcropped = imcrop(I)Xcropped = imcrop(X,cmap)___ = imcrop(h)Icropped =…

Q: Write MATLAB code to plot the curve y = 0:0.01:1. Provide Plot Screenshot.

A: We have to plot and Write MATLAB code

Q: Make a plot with a 3-link arm. The arm links should be 1, 1, and 0.5 units long. Each should be…

A: Hello student Answer will be in next step :-

Q: We have three images with noise from a similar scene according to the following matrices. Extract a…

A: Given that, there are three images with noise of same scene. These images are represented as 3*3…

Q: . Write a MATLAB program to find the Laplace transform of exp(-t)*sin(5t). Print the Laplace…

A: 4. Write a MATLAB program to find the Laplace transform of exp(-t)*sin(5t). Print the Laplace…

Q: A digital image can be formalised as a functional representation of the object function, the Point…

A: (a) In a digital image, the object function is a mathematical representation of the actual object or…

Q: For the truth table attached, create a K-Map and determine the minimum AND-OR expression for it.…

A: K-map is a representation like table, but it gives more data than the truth table. Fill a grid of…

Q: I've tried to use Matlab's "filtfilt" function to do zero-phase filtering on my data. On the other…

A: The "fulfill" meaning in MATLAB is a zero-phase digital filter meaning. It carries out a forward and…

Q: Explain a procedure to get from the original signal to the filtered image in Matlab. (Explain the…

A: REQUIRED: To go from the original signal to the filtered image in Matlab, follow these steps: 1.…

Q: In RGB model, how many different colors could we have? What is the representation of each of Red,…

A: GIVEN:

Q: Suppose you are given an image of stellar events which are simply three bright dots or points in…

A: A. Distorted image refers validating whether human or not. Example: CAPTCHA…

Q: 1. Create a 3D contour plot for the function z = ye-x²-y for the interval -2 ≤x≤2 and -2 ≤ y ≤ 2.…

A: The steps to create the program are defined below: Create two unit spaced vectors x and y with the…

Q: Write a Matlab function that takes a gray scale image as a parameter and plots the histogram of it…

A: Here I explain which function is used to do that task.…

Q: Write a MATLAB code for finding the template in the image using normalized cross-correlation.

A: Normalized Cross-Correlation (NCC) is by definition the inverse Fourier transform of the convolution…

Q: Matlab Create a 2D convolution that uses methods circular and nearest neighbor for border handling…

A: Hey there, I am writing the required solution of the above stated question.Please do find the…

Q: Compute the gradient image.

Q: Please give me the MATLAB code . Develop a MATLAB function called rotateAboutCenterImage that…

A: Develop a MATLAB function called rotateAboutCenterlmage that calculates the 2D transformation matrix…

Q: Write a MATLAB program to give a quantitative comparison between a Sobel edge map and the…

A: MATLAB CODE:A=imread('peppers.png');B=rgb2gray(A);C=double(B);for i=1:size(C,1)-2 for…

Q: Calculate slope and y-intercept of the straight line shown in the image plane by means of the Hough…

A: The Hough Transformation is a technique used in computer vision and image processing to detect lines…

Q: 4. The Covid-19 Pandemic - a pandemic caused by the Coronavirus started in 2019 on our earth,…

A: Create a Covid class to determine the person is infected or not. Create a Vaccine class to define…

Q: Complete these calculations of uncertainty propagation and submit them for the pre-la assignment.…

A: The answer is given below. If you have any query ask me freely.

Question

100%

Given the input image and the filter of the convolution, what are the output of the
convolution and the output of the max pooling in the following figure?e
Filter
10 -1
101
10 -1
102 011
|102 01 1
102 011
|1 1 2 01 o
|112010
112 010
Output after
Convolution
Output after
Pooling
Convolution
Маx рooling
Input image
Requirements for convolution: e
Padding: samee
Stride = 1 (for both vertical and horizontal directions)-
• Requirement for Max Pooling: e
Stride = 3 (for both vertical and horizontal directions)-
Filter size in the Max pooling = 3x3-
Padding: valide
In Padding, if enlarging the matrix (input image or output after convolution) is needed,
student must enlarge the matrix by adding the constant value "Zero" to the edge.e
Your answer must include the calculation process.e

Expert Solution

This question has been solved!

Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.

This is a popular solution!

SEE SOLUTION Check out a sample Q&A here

Step 1

VIEW

Step 2

VIEW

Trending now

This is a popular solution!

Step by step

Solved in 2 steps with 2 images

SEE SOLUTION Check out a sample Q&A here

Knowledge Booster

Learn more about

Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.

Similar questions

Apply the entropy thresholding technique for the image with the threshold value <=2 the seeded region is (3,3) and Interprate an image given below 1 2 3 17 8 3 4 6 9 3 17 17 4 10 2 9 4*5 İMAGE MATRIC
I created a DCM from Euler angle sequence 1-2-3. Then I found the Principal Rotation Parameters from the DCM. Then I used the Principal Rotation Parameters to find the DCM again. But I produced a different DCM both times. Can you help me fix the MATLAB code, so I produce the same DCM both times? EA = [pi/3; -pi/4; -pi/6];EA123toDCM = EA123DCM(EA) [theta, lambda] = DCMtoPRP(EA123toDCM) PRPtoDCM = PRP2DCM(theta, lambda) function [R] = EA123DCM(EA) theta1 = EA(1,1); theta2 = EA(2,1); theta3 = EA(3,1); R1 = @(a)[1 0 0 ; 0 cos(a) sin(a); 0 -sin(a) cos(a)]; R2 = @(a)[cos(a) 0 -sin(a) ; 0 1 0 ; sin(a) 0 cos(a)]; R3 = @(a)[ cos(a) sin(a) 0; -sin(a) cos(a) 0; 0 0 1]; R = R3(theta1)*R2(theta2)*R1(theta3); end function [theta, lambda] = DCMtoPRP(EA123toDCM) theta = acos((1/2)*(trace(EA123toDCM)) - 1); lambda =…
Describe homomorphic filtering to improve the image (f(x,y) given its intensity (I(x,y))and reflection(r(x,y))are given.
Using Matlab computer software, write the code to plot the surface z = e. %3D After writing the code, describe this surface. You can use a set of values between -5 to 5 for your operations.
Given a 2D point (x, y) in screen space with an associated z-buffer value (zbuf), write out psuedocode for determining whether or not to draw that point.
So, the answer to my question would be the Sigmoid function or all of them for the CNN?
I need help on this, I'm stuck on making the code using freqz() in MATLAB for a FIR filter I was able to display the graph but there is no filler in the graph, thanks! It is required to design a high boost filter using the windowing filter design. The desired discrete system frequency response is the ??(?). Create an FIR filter with M = 1001 impulse response samples. Define the filter impulse response samples analytically, by following the windowing filter design method. Evaluate the equations in MATLAB to get your impulse response. You may use freqz( ) to plot your frequency response, but you should not use fdatool( ), or fir1( ) or any other ready-made filter design function. Use the rectangular window and another window of your choosing. Also, show the spectrogram of the input (raw signal) and the processed signal with your filter. You can concatenate the input and output and do one spectrogram, or you can use two different spectrograms. It is wanted to see the impact of the filter…
As a matter of fact, the Wiener filter is most popular filter and is used for restoration. The main limitation of the earlier discussed methods viz., Inverse filtering and Pseudo-Inverse filtering is that they are sensitive to noise (The Wiener filter exploits the statistical properties of the image and can be used to restore images in the presence of blur as well as noise. Let f(x, y), g(x, y) and f(x, y) be zero mean random sequences. Zero-mean sequences imply E[f(x, y)] = 0, E[g(x, y)] = 0 and E[f(x, y)] = 0. Similarly, stationary sequences can be defined in terms of correlation as under: E[ƒ (x, y).ƒ (i, j)]=rf ( x − i, y − 1) | E[g (x, y).g (i, j)] = rgg (x-i, y-j) f 88 → Auto correlation Elf (x, y). g(i, j)] = g(x-i, yj) → cross correlation The zero mean image model is given by the following expression. List the major drawbacks of Wieners filter.
Question 10 Extend Harris corner detection algorithm for 3D images, i.e., where there is an intensity level for each (x,y,z) voxel.
The input is a 20×20 matrix and the filter (aka kernel) is a 5×5 matrix. We set stride = 1 and no zero-padding. What is the shape of the output matrix
Using Matlab simulate the intensity from the photon sieve lens
Describe the procedure for Monte Carlo localization using a particle filter.