ALIET/7.5.1/FT
01
COURSE PLAN (COURSE FILES) – EACH FILE / SUBJECT /
SECTION
Department: E.C.E Batch: 2017-21 Year: IV Sem: I
Name of the Faculty: Dr.K.PRASANTHI JASMINE
Designation: Professor Name of the Program: B.TECH
Subject code:R41043 No.of Students: 138
Title of the subject: DIGITAL IMAGE PROCESSING
|
Note to faculty members on how to use this course
file format |
|
1. Get a new file from your office for each
course and file each sheet of these formats as and when it is complete 2. Individual Time Table and Syllabus copies
provided to you shall also be filed in it. 3. Please attach the Marks list of the students
in respect of ( Continuous
Assessment Exams) for this subject
in your course file 4. Photo copy of the best and the worst answer
sheets for ( Continuous Assessment
Exams), be included in the file 5. List of Assignments / Seminar Topics you have
given to the students should also include in the course file 6. Model Question Paper, which you have
distributed to the students in the beginning of the Semester for the subject
should be included in the file 7. Any additional resources like OHP
transparencies, handouts used also to be filed. |
Faculty / Date HOD/ Date
ALIET/7.5.1/FT 02
STATUS PAPER
Department: E.C.E Batch: 2017-21 Year: IV Sem: I
Name of the Faculty: Dr.K.Prasanthi Jasmine
Designation:Professor Name of the Program: B.TECH
Subject code:R41043 No.of
Students: 138
Title of the subject: DIGITAL IMAGE PROCESSING
1. TARGET
a) Percentage Pass :
b) Percentage I Class :
2. COURSE PLAN
(Please write how you
intended to cover the contents, i.e, coverage of Units by lectures, guest lectures Design exercise, solving numerical problems,
demonstration of models, model preparation, or by assignments, etc.,)
Lectures, Design exercise, Numerical problems,
Assignments, Seminars
3. METHOD OF EVALUATION
a)
Continuous Assessment Examinations ü
b)
Assignments / Seminars ü
c) Mini
Projects ü
d) Quiz ü
e) Term End Examination ü
f) Others
Weekly tests in
addition to mid semester exams
4. List out any new topic(s) or any innovations you would like to
introduce in teaching the subject in this semester.
1. NPTEL VIDEOS 2.
POWER POINT PRESENTATION
Faculty / Date HOD/
Date
ALIET/7.5.1/FT 03
GUIDELINES TO STUDY THE SUBJECT
Year: IV Sem: I Department:
E.C.E
Name of the Faculty: Dr.K.P.JASMINE Subject
code: R41043
Title of the subject: DIGITAL IMAGE PROCESSING
Guidelines to Study the subject:
Ø Refer to the text books.
Ø Preparing notes with examples and numerical.
Ø Look at university question papers and cover the
topics if any were missed earlier.
Ø Searching Latest Innovations in Internet.
Ø Programming with the help of MATLAB software
Ø Register for product based Company’s University/College
Program.
Faculty / Date
A - DIGITAL IMAGE PROCESSING SYSTEM
B - IMAGE TRANSFORMS
C - IMAGE ENHANCEMENT USING SPATIAL DOMAIN
TECHNIQUES
D - IMAGE ENHANCEMENT USING FREQUENCY DOMAIN
TECHNIQUES
E - IMAGE RESTORATION
F - COLOR IMAGE PROCESSING
G - MULTIRESOLUTION
H - WAVELETS AND IMAGE COMPRESSION
I - MORPHOLOGICAL PROCESSING
J - MAGE SEGMENTATION
O-Strong
P-Good
Q-Average
R-Poor
ALIET/7.5.1/FT 04
COURSE OBJECTIVES, OUTCOMES
Department: E.C.E
Name of the Faculty: K.P.JASMINE/P.BOSE BABU Year: IV Sem: I
Title of the subject: DIGITAL IMAGE PROCESSING
Subject code: R41043
On completion of this Subject / Course the student shall be able to:
|
Sl |
Objectives |
Outcomes |
|
1 |
To
understand digital image processing |
A,P |
|
2 |
To
understand different image transforms |
B,P |
|
3 |
Image enhancement using spatial domain |
C,O |
|
4 |
Image enhancement using frequency domain |
D,O |
|
5 |
To
understand restoration models |
E,P |
|
6 |
To
understand color image processing |
F,P |
|
7 |
To
understand multiresolution processing |
G,P |
|
8 |
To
understand image compression techniques |
H,O |
|
9 |
To
understand morphological algorithms |
I,O |
|
10 |
To
understand image segmentation methods |
J,O |
Note: For each of the
OBJECTIVE indicates the appropriate OUTCOMES to be achieved.
Faculty / Date
ALIET/7.5.1/FT 05
COURSE SCHEDULE
Department: E.C.E
Name of the Faculty: Dr. K.P.JASMINE Year: IV Sem: I
Title of the subject: DIGITAL IMAGE PROCESSING
Subject code: R41043
The Schedule for the whole Course / Subject is :
|
Sl |
Description |
Duration (Date) |
Total No.of
Periods |
|
|
From |
To |
|||
|
1 |
Introduction
, Image transforms |
13/6/20 |
30/6/20 |
11 |
|
2 |
Image
transformations and Spatial filtering, frequency domain filtering |
4/7/20 |
18/7/20 |
8 |
|
3 |
Image
Restoration |
20/7/20 |
1/8/20 |
9 |
|
4 |
Color
image processing |
17/7/20 |
27/8/20 |
7 |
|
5 |
Multiresolution Processing and Image Compression |
29/8/20 |
7/9/20 |
10 |
|
6 |
Morphological
image processing And
Image Segmentation |
8/9/20 |
26/9/20 |
11 |
Total No.of instructional
periods available for the course: 56
Hours /Periods
Faculty /
Date
ALIET/7.5.1/FT
06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit
No: 1
Name
of the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
13-6-2020
|
2 |
Origions
of image processing,uses of digital Image processing |
1 |
Dip by gonzalez 23-42 |
|
2 |
14-6-2020 |
1 |
Fundamental
stepsin digital image processing |
1 |
47-49 |
|
3 |
15-6-2020 |
1 |
Components
of image system |
1 |
50-51 |
|
4 |
20-6-2020
|
1 |
Image
sampling and quantization |
1 |
56-86 |
|
5 |
22-6-2020
|
2 |
Relation
between pixels |
1 |
88-91 |
|
6 |
23-6-2020
|
3(2+1) |
Fourier
transform,DFT,FFT |
1 |
Dip
by Sridhar 122-142 |
|
7 |
27-6-2020
|
1 |
DCT,DST,WALSH |
1 |
148-150 |
|
8 |
30-6-2020
|
1 |
Hard
mard, Haar,Slant |
1 |
151-156 |
|
9 |
30-6-2020
|
1 |
SVD,KL
transform& problems |
1 |
157-162 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may
also be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit No: 2
Name
of the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
4-7-2020 |
1 |
Background,basic
intensity functions |
2 |
Dip by gonzalez 98-107 |
|
2 |
6-7-2020 |
2(1+1) |
Histogram
processing,problems |
2 |
110-125 |
|
3 |
7-7-2020 |
2(1+1) |
Spatial
filtering:Smoothing filters, sharpening filters |
2 |
138-145 |
|
4 |
11-7-2020 |
2 |
Frequency
domain filtering:Smoothing filters, sharpening filters |
2 |
147-156 |
|
5 |
17-7-2020 |
3 |
Combining
spatial methods, Fuzzy techniques, Problems |
2 |
159-162,
Internet, 164-168 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may
also be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit
No: 3
Name
of the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
20-7-2020 |
1 |
A
model image degradation/restoration,noise models |
3 |
Dip by gonzalez 242-244 |
|
2 |
20-7-2020 |
1 |
Periodic
noise reduction by frequency domain filters |
3 |
244-259 |
|
3 |
21-7-2020 |
1 |
Estimation
of degradations |
3 |
260-261 |
|
4 |
21-7-2020 |
1 |
Degradation
methods |
3 |
262-264 |
|
5 |
27-7-2020 |
1 |
Periodic
noise reduction by frequency domain filters |
3 |
265-270 |
|
6 |
28-7-2020 |
1 |
LPI
degradation,spatial filtering |
3 |
276-278 |
|
7 |
28-7-2020 |
1 |
inverse
filtering |
3 |
279-283 |
|
8 |
1-8-2020 |
1 |
Minmum
mean square filtering,constrained least square mean filtering,wiener
filtering, |
3 |
284-291 |
|
9 |
1-8-2020 |
1 |
Geometic
mean filter, Image reconstruction from projections |
3 |
292,
292-296 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may
also be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit
No:4
Name
of the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
17-8-2020 |
1 |
Color
fundamentals |
4 |
Dip by gonzalez 305-310 |
|
2 |
18-8-2020 |
1 |
Color
models, Psudeo color image processing |
4 |
311-317,
324-333 |
|
3 |
24-8-2020 |
2 |
Basics
of full color image processing, Color transformations |
4 |
335-337,
338-348 |
|
4 |
25-8-2020 |
2 |
Smoothing
and sharpening, Image segmentation based on color |
4 |
349-352,
353-360 |
|
5 |
27-8-2020 |
3 |
Noise
in color images, Color image compression |
4 |
361-363,
364-366 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may
also be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit
No: 5
Name
of the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
29/8/20 |
2 |
Image
pramids,subbandcoding |
5 |
Dip by gonzalez 372-381 |
|
2 |
29/8/20 |
1 |
Multiresolution
expansions |
5 |
385-391 |
|
3 |
29/8/20 |
1 |
Wavelet
in 1-D |
5 |
394-398 |
|
4 |
31/8/20 |
1 |
The
fast wavelet transform |
5 |
401-407 |
|
5 |
1/9/20 |
1 |
Wavelets
in 2-D |
5 |
408-415 |
|
6 |
5/9/20 |
1 |
Fundamentals |
5 |
433-441 |
|
7 |
5/9/20 |
1 |
Various
compression meethods |
5 |
443-445,462-513 |
|
8 |
7/9/20 |
1 |
Digital
image water marking |
5 |
Dip
by Sridhar 537-540 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may also
be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 06
SCHEDULE OF INSTRUCTIONS – UNIT
WISE
Department:
ECE Unit
No: 6
Name of
the Faculty: Dr.K.P.Jasmine Year
: 4 Sem: 1
Title
of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
|
Sl |
Date |
No of periods |
Topic /Sub-Topics |
Objective No |
References (Text book, Journal) Page No___ to ___ |
|
1 |
8/9/20 |
1 |
Preliminaries |
6 |
Dip by gonzalez 542-544 |
|
2 |
8/9/20 |
1 |
Erosion
and dilation, Opening and closing, The hit and miss transform |
6 |
545-555 |
|
3 |
12/9/20 |
1 |
Some
basic morphological algorithms |
6 |
556-569 |
|
4 |
14/9/20 |
1 |
Gray
scale morphology |
6 |
572-578 |
|
5 |
15/9/20 |
1 |
Point,
line, edge detection in segmentation |
6 |
607-617 |
|
6 |
15/9/20 |
1 |
Types
of thresholding |
6 |
617-638 |
|
7 |
19/9/20 |
1 |
Region
based segmentation |
6 |
639-646 |
|
8 |
26/9/20 |
1 |
Segmentation
by watersheds |
6 |
639-646 |
|
9 |
26/9/20 |
1 |
The
use of motion in segmentation |
6 |
648-656 |
Note: Ensure that all topics
specified in the course are mentioned
Additional topics covered, if any may
also be specified
Mention the corresponding course
objective against each topic
Faculty / Date
ALIET/7.5.1/FT 07
COURSE
COMPLETION STATUS
Department: E.C.E
Name of the Faculty:Dr.K.P.JASMINE Year:
IV Sem: I
Title of the subject: DIGITAL IMAGE PROCESSING Subject
code: R41043
Actual date of completion and remarks if any :
|
Unit |
Remarks |
No of Objectives achieved |
|
1 |
Nil |
1 |
|
2 |
Nil |
2 |
|
3 |
Nil |
3 |
|
4 |
Nil |
4 |
|
5 |
Nil |
5 |
|
6 |
Nil |
6 |
Note: After completion of each
unit, mention the no of objectives achieved.
Faculty / Date
ALIET/7.5.1/FT 08
RECORD OF TUTORIAL CLASS CONDUCTED
Department: E.C.E
Name of the Faculty:Dr. K.P.JASMINE Year:
IV Sem: I
Title of the subject: DIGITAL IMAGE PROCESSING
Subject code: R41043
This tutorial correspondents to Unit No’s 1-6:
Q1. Write about
fundamentals of image processing?
Q2. Write about various
image transforms?
Q3. Write short notes on
image enhancement in spatial domain?
Q4. Write short notes on
image enhancement in frequency domain?
Q5. Write about image
restoration techniques?
Q6. Write about image
compression techniques?
Note: Please write the
Questions / Problems/Exercises which you would like to give to the students and
also mention the objectives to which these questions /problems are related.
Faculty / Date
ALIET/7.5.1/FT 09
LESSON PLAN
Date: Department: ECE Subject
code:R41043
Title of subject: DIGITAL IMAGE PROCESSING
INSTURCTIONAL OBJECTIVES:
On completion of this lesson the student should be able to
1. On completion Unit 1
Student Will be able to understand various transforms used in digital image
processing.
2. On completion of Unit 2
Student will be able to perform image enhancement in spatial domain and
frequency domain .
3. On
completion of Unit 3 student will be able to understand various restoration
techniques.
4. On
completion of Unit 4 student will be
able to understand about color image processing.
5. On completion of Unit 5 student will be able understand
the concept of wavelets and image compression.
7. On
completion of Unit 6 student will be able to understand various morphological
operations and segmentation techniques.
TEACHING AIDS: Lecture,Black board
TEACHING POINTS:
Faculty/Date
ANDHRA
LOYOLA INSTITUTE OF ENGINEERING & TECHNOLOGY:VIJAYAWADA
IV
YEAR SEM -1 ; MID-I QUESTION PAPER:: BRANCH: ECE (I & II)
DATE: 8
- 08-2020,
SUBJECT:
DIP ANSWER ALL THE QUESTIONS MAX.MARKS: 30M DURATION: 90 Min
1.
Explain about DFT of one variable and two variables [10M]
2.
Compare frequency domain methods and spatial domain methods used in image
enhancement [10
M]
3.
Explain various filters for periodic noise reduction or removal.[10M]
Scheme of Evaluation
1 .
1-D DFT,Inverse ----------------2M
2-D DFT, Inverse-----------------2M
Magnitude,Phase of 1-D---------2M
Magnitude,Phase of 2-D---------2M
Two properties--------------------2M
2.
Smoothing filters-----------------3M
Sharpening filters----------------3M
Restoration filters----------------4M
3.
Different types of mean filters-------3M
Different types of order-statistics filters------3M
Different types of adaptive filters-------------4M
ANDHRA LOYOLA INSTITUTE OF ENGINEERING
& TECHNOLOGY:VIJAYAWADA
IV
YEAR SEM –I ; MID-II QUESTION PAPER:: BRANCH: ECE (I & II)
DATE: 10 - 10-2020,
SUBJECT:
DIP ANSWER ALL THE QUESTIONS MAX.MARKS: 30M DURATION: 90 Min
1.
Explain about color transformations?
2.
Describe the basic components of image watermarking with a neat blockdiagram?
3.
Discuss image segmentation based on various thresholding techniques?
Scheme
of Evaluation
1. Color
formulation-------------2M
Color complements-----------2M
Histogram Processing--------2M
Color slicing-------------------2M
Tone and color corrections—2M
2 .
Block diagram-----------------4M
Explanation--------------------4M
Advantages--------------------2M
3.
Local Thresholding-----------2M
Global Thresholding----------4M
Optimal thresholding---------4M
ANDHRA LOYOLA INSTITUTE OF ENGINEERING & TECHNOLOGY
DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING
IV B.Tech ECE SEM: I SUBJECT: DIGITAL
IMAGE PROCESSING
QUESTION BANK
UNIT –I
1.Explain
the fundamental steps in digital image processing?
2.E
xplain about components of an image processing system?
3.List
the applications of digital image processing?
4.
Explain about elements of visual perception?
5.
Explain about image sampling and image quantization processing.
6.
Explain about DFT of one variable and two variables?
7.State
and prove the properties of 2-D DFT/FT
8.Discuss
about DCT and write the properties?
9.Explain
walsh transform in detail?
10.Expain
Haar transform in detail and obtain Haar transform matrix for N=8?
UNIT-II
1.Briefly explain about
image enhancement using point processing techniques?
2. Explain about histogram
specification and histogram equilization?
3. Explain about image
smoothing and sharpening using spatial filters?
4. Write short notes on
homomorphic filtering?
5. Write short notes on
unsharp masking ?
6. Write short notes on
high boost filtering?
7. Explain the basics of
filtering in frequency domain with block diagram?
8. Compare frequency domain
methods and spatial domain methods used in image enhancement?
9. Explain smoothing and
sharpening methods in frequency domain?
10. Write short notes on gradient
and laplacian operator?
UNIT-III
1.What is meant by image degradation ? Discuss
various possibilities for image
degradation?
2. Explain
the model of image degradation /restoration process?
3.Discuss about various
noise models?
4.Explain in detail about
restoration filters used when the image degradation is due to noise only using spatial filtering?
5.Explain various filters
for periodic noise reduction or removal?
6.Write short notes on
inverse filtering?
7.Expain about mean square error (wiener) filtering?
8.Expain about constrained
least squares restoration?
9.Briefly explain about
goemetric mean filter?
10.Write short notes on
adapative median filter?
UNIT-IV
1.Define the terms
a)
luminance b) radiance and c) trichromatic coefficients
2.Describe the various color models avaliable in image
processing?
3.Give the procedure for conversion from HSI to RGB
and RGB to HSI color models
4.Explain pseudo color image processing?
5.Discuss about full color image processing?
6.Explain about color transformations?
7.Write short notes on color image smoothing and
sharpening?
8.Explain various color segmentation techniques in
detail ?
9.Explain about noise in color images ?
10.Explain the
concept of color image compression?
UNIT-V
1.With the help of neat diagram, explain image
pyramid?
2.Write about haar wavelet transform?
3.Explain 1-D wavelet transform and give the
applications
4.Describe about wavelet packets?
5.Define image compression and explain about various
redundancies in images?
6. Draw the image compression model and explain?
7.Explain image
compression using Huffmann coding?
8.Explain about lossy predictive coding with neat
diagram?
9.With the help of neat block diagram explain the
lossless predictive coding?
10.Describe the basic components of image water
marking with a neat block diagram?
UNIT-VI
1.Explain the concept of dilation and
erosion with suitable examples?
2.Explain the concept of opening and closing
operations with examples?
3. Discuss about hit-or-miss transformations?
4. Explain the
basic morphological algorithms?
5.Explain about various gray-scale morphological techniques?
6.Explain image segmentation and its use in image
processing?
7.Define varoius discontinuites in image?
8.Discuss edge detection algorithms in detail?
9.Discuss image segmentation based on various
thresholding techniques?
10.Write about region-based segmentation?
11.Describe
watershed segmentation algorithm
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