ANDHRA
LOYOLA INSTITUTE OF ENGINEERING AND TECHNOLOGY
DEPARTMENT
OF E.C.E
LESSON PLAN
SUB:
DIGITAL
IMAGE PROCESSING Academic Year:2019-20
FACULTY:Dr.K.P.Jasmine Branch: IV ECE Sem: I
S.
NO. |
Unit
No. |
Topic
to be Covered |
Remarks |
1 |
I |
Origin,Uses
of Digital Image processing |
|
2 |
Fundamental
steps,components of DIP |
|
|
3 |
Digital
image fundamentals |
|
|
4 |
Elements
of visual perception |
|
|
5 |
Image
sensing and acquisition,sampling& quantization |
|
|
6 |
Basic
relationship between pixels,Mathematical tools |
|
|
7 |
Need
for Image transforms |
|
|
8 |
Introduction
to FT,DFT,FFT,DCT,DST |
|
|
9 |
Parsevels,haar,walsh,slant,hadamard |
|
|
10 |
SVD
&KL transforms,problems |
|
|
11 |
II |
Basic
intensity transfer functions, Histogram processing |
|
12 |
Fundamentals
of spatial filtering |
|
|
13 |
Smoothing
and sharpening spatial filters |
|
|
14 |
Fuzzy
techniques of intensity transforms |
|
|
15 |
Sampling and FT of sampled
functions |
|
|
16 |
DFT
of one variable,2-D,Properties |
|
|
17 |
Filtering
in frequency domain |
|
|
18 |
Image
smoothing and sharpening using FD filters |
|
|
19 |
Selective
filtering, Implementation |
|
|
20 |
Problems |
|
|
21 |
III |
Image
degradation/restoration process |
|
22 |
Noise
models |
|
|
23 |
Restoration
in presence of noise only |
|
|
24 |
Periodic
noise-FD filtering,linear,Position invariant Degradation |
|
|
25 |
Estimation
of degradation function |
|
|
26 |
Inverse
filtering, weiner filtering |
|
|
27 |
Constrained
least squares filtering |
|
|
28 |
GM
filter, Image reconstruction |
|
|
29 |
Problems |
|
|
30 |
Problems |
|
|
31 |
IV |
Color
fundamentals, color models |
|
32 |
Pseudocolor
image processing |
|
|
33 |
Basics
of Full-color Image processing |
|
|
34 |
Color
transformations ,Smoothing and sharpening |
|
|
35 |
Image
segmentation based on color |
|
|
36 |
Noise
in color images |
|
|
37 |
Color
image compression |
|
|
38 |
problems |
|
|
39 |
V |
Image
pyramids,sub-band coding |
|
40 |
Multiresolution
expansions |
|
|
41 |
Wavelet
transforms in 1-Dimension,2-D |
|
|
42 |
The
fast wavelet transform |
|
|
43 |
Wavelet
packets,Image compression |
|
|
44 |
Various
Lossy compression methods |
|
|
45 |
Various
Lossless compression methods |
|
|
46 |
Coding
techniques-Huffmann,LZW, Arithmatic |
|
|
47 |
Coding
techniques-1-D,2-D RLC |
|
|
48 |
Image
watermarking, Compression standards |
|
|
49 |
VI |
Morphological
image processing basics |
|
50 |
Erosion
and Dilation |
|
|
51 |
Opening
and closing |
|
|
52 |
The
Hit-or-Miss transformation |
|
|
53 |
Basic
morphological algorithms |
|
|
54 |
Grey-scale
morphology |
|
|
55 |
Image
segmentation fundamentals |
|
|
56 |
Point,line,edge
detection |
|
|
57 |
Thresholding,
Region based segmentation |
|
|
58 |
morphological
watersheds,Use of motion |
|
Faculty
Coordinator HOD
ANDHRA
LOYOLA INSTITUTE OF ENGINEERING AND TECHNOLOGY
DEPARTMENT
OF E.C.E
LESSON PLAN
SUB:
DIGITAL
IMAGE PROCESSING Academic Year:2018-19
FACULTY:
Dr.K.P.Jasmine Branch: IV ECE -II Sem: I
S.
NO. |
Unit
No. |
Date |
Topic
to be Covered |
Remarks |
1 |
I |
11/6/18 |
Origin,Uses of Digital Image
processing |
|
2 |
14/6/18 |
Fundamental steps,components of
DIP |
|
|
3 |
14/6/18 |
Digital image fundamentals |
|
|
4 |
18/6/18 |
Elements of visual perception |
|
|
5 |
21/6/18 |
Image sensing and acquisition,sampling&
quantization |
|
|
6 |
21/6/18 |
Basic relationship between
pixels,Mathematical tools |
|
|
7 |
23/6/18 |
Need for Image transforms |
|
|
8 |
25/6/18 |
Introduction to FT,DFT,FFT,DCT,DST |
|
|
9 |
28/6/18 |
Parsevels,haar,walsh,slant,hadamard |
|
|
10 |
28/6/18 |
SVD &KL transforms,problems |
|
|
11 |
II |
30/6/18 |
Basic intensity transfer
functions, Histogram processing |
|
12 |
2/7/18 |
Fundamentals of spatial
filtering |
|
|
13 |
5/7/18 |
Smoothing and sharpening spatial
filters |
|
|
14 |
5/7/18 |
Fuzzy techniques of intensity
transforms |
|
|
15 |
7/7/18 |
Sampling and FT of sampled
functions |
|
|
16 |
9/7/18 |
DFT of one variable,2-D,Properties |
|
|
17 |
12/7/18 |
Filtering in frequency domain |
|
|
18 |
12/7/18 |
Image smoothing and sharpening using
FD filters |
|
|
19 |
16/7/18 |
Selective filtering,
Implementation |
|
|
20 |
19/7/18 |
Problems |
|
|
21 |
III |
19/7/18 |
Image degradation/restoration
process |
|
22 |
21/7/18 |
Noise models |
|
|
23 |
23/7/18 |
Restoration in presence of
noise only |
|
|
24 |
26/7/18 |
Periodic noise-FD
filtering,linear,Position invariant Degradation |
|
|
25 |
26/7/18 |
Estimation of degradation
function |
|
|
26 |
28/7/18 |
Inverse filtering, weiner
filtering |
|
|
27 |
30/7/18 |
Constrained least squares
filtering |
|
|
28 |
2/8/18 |
GM filter, Image reconstruction |
|
|
29 |
2/8/18 |
Problems |
|
|
30 |
4/8/18 |
Problems |
|
|
31 |
IV |
13/8/18 |
Color fundamentals, color
models |
|
32 |
16/8/18 |
Pseudocolor image processing |
|
|
33 |
16/8/18 |
Basics of Full-color Image
processing |
|
|
34 |
18/8/18 |
Color transformations ,Smoothing
and sharpening |
|
|
35 |
20/8/18 |
Image segmentation based on
color |
|
|
36 |
23/8/18 |
Noise in color images |
|
|
37 |
23/8/18 |
Color image compression |
|
|
38 |
25/8/18 |
problems |
|
|
39 |
V |
27/8/18 |
Image pyramids,sub-band coding |
|
40 |
30/8/18 |
Multiresolution expansions |
|
|
41 |
30/8/18 |
Wavelet transforms in
1-Dimension,2-D |
|
|
42 |
1/9/18 |
The fast wavelet transform |
|
|
43 |
3/9/18 |
Wavelet packets,Image
compression |
|
|
44 |
6/9/18 |
Various Lossy compression
methods |
|
|
45 |
6/9/18 |
Various Lossless compression
methods |
|
|
46 |
10/9/18 |
Coding techniques-Huffmann,LZW,
Arithmatic |
|
|
47 |
13/9/18 |
Coding techniques-1-D,2-D RLC |
|
|
48 |
13/9/18 |
Image watermarking, Compression
standards |
|
|
49 |
VI |
15/9/18 |
Morphological image processing
basics |
|
50 |
17/9/18 |
Erosion and Dilation |
|
|
51 |
20/9/18 |
Opening and closing |
|
|
52 |
20/9/18 |
The Hit-or-Miss transformation |
|
|
53 |
22/9/18 |
Basic morphological algorithms |
|
|
54 |
24/9/18 |
Grey-scale morphology |
|
|
55 |
27/9/18 |
Image segmentation fundamentals |
|
|
56 |
27/9/18 |
Point,line,edge detection |
|
|
57 |
29/9/18 |
Thresholding, Region based
segmentation |
|
|
58 |
1/10/18 |
morphological watersheds,Use of
motion |
|
Faculty Coordinator HOD
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