ALIET/7.5.1/FT
01
COURSE PLAN (COURSE FILES) – EACH FILE / SUBJECT /
SECTION
Department: E.C.E Batch: 2016-20 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: 127
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: 2016-20 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: 127
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 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 |
13/6/19 |
30/6/19 |
11 |
2 |
Image
transformations and Spatial filtering, frequency domain filtering |
4/7/19 |
18/7/19 |
8 |
3 |
Image
Restoration |
20/7/19 |
1/8/19 |
9 |
4 |
Color
image processing |
17/7/19 |
27/8/19 |
7 |
5 |
Multiresolution Processing and Image Compression |
29/8/19 |
7/9/19 |
10 |
6 |
Morphological
image processing And
Image Segmentation |
8/9/19 |
26/9/19 |
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 |
13-6-2019
|
2 |
Origions
of image processing,uses of digital Image processing |
1 |
Dip
by gonzalez 23-42 |
2 |
14-6-2019
|
1 |
Fundamental
stepsin digital image processing |
1 |
47-49 |
3 |
15-6-2019
|
1 |
Components
of image system |
1 |
50-51 |
4 |
20-6-2019 |
1 |
Image
sampling and quantization |
1 |
56-86 |
5 |
22-6-2019
|
2 |
Relation
between pixels |
1 |
88-91 |
6 |
23-6-2019 |
3(2+1) |
Fourier
transform,DFT,FFT |
1 |
Dip
by Sridhar 122-142 |
7 |
27-6-2019
|
1 |
DCT,DST,WALSH |
1 |
148-150 |
8 |
30-6-2019
|
1 |
Hard
mard, Haar,Slant |
1 |
151-156 |
9 |
30-6-2019 |
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 |
4-7-2019 |
1 |
Background,basic
intensity functions |
2 |
Dip by gonzalez 98-107 |
2 |
6-7-2019 |
2(1+1) |
Histogram
processing,problems |
2 |
110-125 |
3 |
7-7-2019 |
2(1+1) |
Spatial
filtering:Smoothing filters, sharpening filters |
2 |
138-145 |
4 |
11-7-2019 |
2 |
Frequency
domain filtering:Smoothing filters, sharpening filters |
2 |
147-156 |
5 |
17-7-2019 |
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 |
20-7-2019 |
1 |
A
model image degradation/restoration,noise models |
3 |
Dip by gonzalez 242-244 |
2 |
20-7-2019 |
1 |
Periodic
noise reduction by frequency domain filters |
3 |
244-259 |
3 |
21-7-2019 |
1 |
Estimation
of degradations |
3 |
260-261 |
4 |
21-7-2019 |
1 |
Degradation
methods |
3 |
262-264 |
5 |
27-7-2019 |
1 |
Periodic
noise reduction by frequency domain filters |
3 |
265-270 |
6 |
28-7-2019 |
1 |
LPI
degradation,spatial filtering |
3 |
276-278 |
7 |
28-7-2019 |
1 |
inverse
filtering |
3 |
279-283 |
8 |
1-8-2019 |
1 |
Minmum
mean square filtering,constrained least square mean filtering,wiener
filtering, |
3 |
284-291 |
9 |
1-8-2019 |
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 |
17-8-2019 |
1 |
Color
fundamentals |
4 |
Dip by gonzalez 305-310 |
2 |
18-8-2019 |
1 |
Color
models, Psudeo color image processing |
4 |
311-317,
324-333 |
3 |
24-8-2019 |
2 |
Basics
of full color image processing, Color transformations |
4 |
335-337,
338-348 |
4 |
25-8-2019 |
2 |
Smoothing
and sharpening, Image segmentation based on color |
4 |
349-352,
353-360 |
5 |
27-8-2019 |
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 |
29/8/19 |
2 |
Image
pramids,subbandcoding |
5 |
Dip by gonzalez 372-381 |
2 |
29/8/19 |
1 |
Multiresolution
expansions |
5 |
385-391 |
3 |
29/8/19 |
1 |
Wavelet
in 1-D |
5 |
394-398 |
4 |
31/8/19 |
1 |
The
fast wavelet transform |
5 |
401-407 |
5 |
1/9/19 |
1 |
Wavelets
in 2-D |
5 |
408-415 |
6 |
5/9/19 |
1 |
Fundamentals |
5 |
433-441 |
7 |
5/9/19 |
1 |
Various
compression meethods |
5 |
443-445,462-513 |
8 |
7/9/19 |
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 |
8/9/19 |
1 |
Preliminaries |
6 |
Dip by gonzalez 542-544 |
2 |
8/9/19 |
1 |
Erosion
and dilation, Opening and closing, The hit and miss transform |
6 |
545-555 |
3 |
12/9/19 |
1 |
Some
basic morphological algorithms |
6 |
556-569 |
4 |
14/9/19 |
1 |
Gray
scale morphology |
6 |
572-578 |
5 |
15/9/19 |
1 |
Point,
line, edge detection in segmentation |
6 |
607-617 |
6 |
15/9/19 |
1 |
Types
of thresholding |
6 |
617-638 |
7 |
19/9/19 |
1 |
Region
based segmentation |
6 |
639-646 |
8 |
26/9/19 |
1 |
Segmentation
by watersheds |
6 |
639-646 |
9 |
26/9/19 |
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 - 08-2019,
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 - 10-2019,
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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