IEEE Signal Processing - March 2018 - 160
hardware limitations... Nevertheless,
we went on with our simulations
in spite of the difficulties. Before
our Ramadan vacation started, we got
access to a PC with a decent CPU and
GPU configuration... After that, there
was no holding us back. We worked
round the clock, often 15-16 hours a
day, for three whole weeks. A few
days before submission, we decided to
add another network to our pipeline,
as some of the test results were not
satisfactory. It was a hectic time. Even
after submission, the battle wasn't
over. We spent hours on end, in the
middle of the night, exchanging
e-mails with our reviewer and providing clarifications for different parts of
our submission package. We had to do
all of this in the midst of our term
final, handling a lot of academic pressure at the same time. So, it was a
great feeling of triumph, when we
were selected as one of the finalists
and, finally, the champions of the
IEEE VIP Cup 2017-a feat none of
us thought we could achieve when we
started off in this journey. It was one
of the happiest moments of our lives."
-Team Neurons
■
"The first edition of the IEEE VIP
CUP was full of 'first-ever' experiences for me-first-ever participation
in any global competition, first-ever
research project, first-ever international conference, and so on. Participating
in this competition helped me to learn
a lot not only about video and image
processing, but also about machine
learning. The challenge itself was
very complex. To process this huge
amount of given data set was also a
tremendous challenge for us. But
above all, it was definitely a very
exciting and rewarding experience!"
-Uday Kamal
■
160
"Participating in the VIP Cup was a
very enriching experience. I learned
about cutting-edge image processing
and machine-learning techniques like
neural networks; I learned how to
read research papers and write one,
give a technical presentation, collaborate with fellow team members,
and, stay focused and motivated
even in adverse situations, all of
which are extremely valuable for
doing any kind of research work.
Besides, this is the first time I attended an international conference,
where I met researchers and industry representatives leading the field
of image processing. But, most of
all, I got the opportunity to represent my country at a global stage
and compete on par with students
from around the world. This really
gives you a sense of confidence that,
if you are willing to put in the effort,
all of us could achieve things we
wouldn't even dare to think of."
were truly delighted that our teamwork was such a great success."
-Team PolyUTS
■
-Aung Min
■
-Sowmitra Das
■
"It was really a unique experience
for me. ICIP 2017 was the first international conference that I've joined,
and VIP Cup 2017 was the first international competition I've participated in my undergraduate life. I've also
learned a lot of new things throughout
this journey."
-Abid Abrar
■
"The problem was interesting and
quite challenging at least for the students of undergraduate level. I was
hesitating in the beginning because
of the team members level in the
UG program....limited hardware
resources in the lab for machine
learning....but the team relieved me
within a few weeks. It was enjoyable
to see the spirit of the team."
-Kamrul Hasan, faculty mentor.
Team PolyUTS
Team PolyUTS is an international project
team formed by junior and senior undergraduate students from the Hong Kong
Polytechnic University, the University of
Technology Sydney, and the University of
New South Wales. Team members expressed their opinions about the VIP Cup
experience as follows.
■ "The collaboration between us broke
the limitation of time and geology. It
was through different social platforms that we consistently communicated with each other. Finally, we
IEEE Signal Processing Magazine
|
March 2018
|
"This competition taught me not just
a lot of technical related stuff but also
let me experience in how these competitions are conducted. That experience is something I will not forget
and remember for the rest of my life."
"Detecting traffic signs in the given
conditions is really a tough task.
Although I had learned something
about object detection before, I found
it was still hard to solve the problem
at the beginning. The competition
taught me that standing on the shoulders of giants was always a good starting point. By testing and evaluating
algorithms proposed in others papers,
I gradually knew which methods
work for this task. Investigating why
and how they work finally instructed
me what I should do. I think knowing
how to overcome such a difficult
problem is the most valuable reward
for me. I do appreciate the opportunity provided by the match."
-Jiawei Zhang
■
"Participating in VIP Cup 2017 was a
great experience for me to learn more
about machine learning and how it is
implemented. Although it was a really challenging task, we still managed
to complete a whole system. There
were lots of struggles and confusion
during the process, but overcoming
them was also delightful. I'm very
happy to spend my summer time on
this competition."
-Weixi Feng
Team Markovians
Team Markovians was formed by junior
undergraduate students from Bangladesh
University of Engineering and Technology. A common interest in video and
image processing as well as automation
formed strong bonds between team
members. As electrical engineering students and technology enthusiasts, team
members were thrilled to contribute
Table of Contents for the Digital Edition of IEEE Signal Processing - March 2018
Contents
IEEE Signal Processing - March 2018 - Cover1
IEEE Signal Processing - March 2018 - Cover2
IEEE Signal Processing - March 2018 - Contents
IEEE Signal Processing - March 2018 - 2
IEEE Signal Processing - March 2018 - 3
IEEE Signal Processing - March 2018 - 4
IEEE Signal Processing - March 2018 - 5
IEEE Signal Processing - March 2018 - 6
IEEE Signal Processing - March 2018 - 7
IEEE Signal Processing - March 2018 - 8
IEEE Signal Processing - March 2018 - 9
IEEE Signal Processing - March 2018 - 10
IEEE Signal Processing - March 2018 - 11
IEEE Signal Processing - March 2018 - 12
IEEE Signal Processing - March 2018 - 13
IEEE Signal Processing - March 2018 - 14
IEEE Signal Processing - March 2018 - 15
IEEE Signal Processing - March 2018 - 16
IEEE Signal Processing - March 2018 - 17
IEEE Signal Processing - March 2018 - 18
IEEE Signal Processing - March 2018 - 19
IEEE Signal Processing - March 2018 - 20
IEEE Signal Processing - March 2018 - 21
IEEE Signal Processing - March 2018 - 22
IEEE Signal Processing - March 2018 - 23
IEEE Signal Processing - March 2018 - 24
IEEE Signal Processing - March 2018 - 25
IEEE Signal Processing - March 2018 - 26
IEEE Signal Processing - March 2018 - 27
IEEE Signal Processing - March 2018 - 28
IEEE Signal Processing - March 2018 - 29
IEEE Signal Processing - March 2018 - 30
IEEE Signal Processing - March 2018 - 31
IEEE Signal Processing - March 2018 - 32
IEEE Signal Processing - March 2018 - 33
IEEE Signal Processing - March 2018 - 34
IEEE Signal Processing - March 2018 - 35
IEEE Signal Processing - March 2018 - 36
IEEE Signal Processing - March 2018 - 37
IEEE Signal Processing - March 2018 - 38
IEEE Signal Processing - March 2018 - 39
IEEE Signal Processing - March 2018 - 40
IEEE Signal Processing - March 2018 - 41
IEEE Signal Processing - March 2018 - 42
IEEE Signal Processing - March 2018 - 43
IEEE Signal Processing - March 2018 - 44
IEEE Signal Processing - March 2018 - 45
IEEE Signal Processing - March 2018 - 46
IEEE Signal Processing - March 2018 - 47
IEEE Signal Processing - March 2018 - 48
IEEE Signal Processing - March 2018 - 49
IEEE Signal Processing - March 2018 - 50
IEEE Signal Processing - March 2018 - 51
IEEE Signal Processing - March 2018 - 52
IEEE Signal Processing - March 2018 - 53
IEEE Signal Processing - March 2018 - 54
IEEE Signal Processing - March 2018 - 55
IEEE Signal Processing - March 2018 - 56
IEEE Signal Processing - March 2018 - 57
IEEE Signal Processing - March 2018 - 58
IEEE Signal Processing - March 2018 - 59
IEEE Signal Processing - March 2018 - 60
IEEE Signal Processing - March 2018 - 61
IEEE Signal Processing - March 2018 - 62
IEEE Signal Processing - March 2018 - 63
IEEE Signal Processing - March 2018 - 64
IEEE Signal Processing - March 2018 - 65
IEEE Signal Processing - March 2018 - 66
IEEE Signal Processing - March 2018 - 67
IEEE Signal Processing - March 2018 - 68
IEEE Signal Processing - March 2018 - 69
IEEE Signal Processing - March 2018 - 70
IEEE Signal Processing - March 2018 - 71
IEEE Signal Processing - March 2018 - 72
IEEE Signal Processing - March 2018 - 73
IEEE Signal Processing - March 2018 - 74
IEEE Signal Processing - March 2018 - 75
IEEE Signal Processing - March 2018 - 76
IEEE Signal Processing - March 2018 - 77
IEEE Signal Processing - March 2018 - 78
IEEE Signal Processing - March 2018 - 79
IEEE Signal Processing - March 2018 - 80
IEEE Signal Processing - March 2018 - 81
IEEE Signal Processing - March 2018 - 82
IEEE Signal Processing - March 2018 - 83
IEEE Signal Processing - March 2018 - 84
IEEE Signal Processing - March 2018 - 85
IEEE Signal Processing - March 2018 - 86
IEEE Signal Processing - March 2018 - 87
IEEE Signal Processing - March 2018 - 88
IEEE Signal Processing - March 2018 - 89
IEEE Signal Processing - March 2018 - 90
IEEE Signal Processing - March 2018 - 91
IEEE Signal Processing - March 2018 - 92
IEEE Signal Processing - March 2018 - 93
IEEE Signal Processing - March 2018 - 94
IEEE Signal Processing - March 2018 - 95
IEEE Signal Processing - March 2018 - 96
IEEE Signal Processing - March 2018 - 97
IEEE Signal Processing - March 2018 - 98
IEEE Signal Processing - March 2018 - 99
IEEE Signal Processing - March 2018 - 100
IEEE Signal Processing - March 2018 - 101
IEEE Signal Processing - March 2018 - 102
IEEE Signal Processing - March 2018 - 103
IEEE Signal Processing - March 2018 - 104
IEEE Signal Processing - March 2018 - 105
IEEE Signal Processing - March 2018 - 106
IEEE Signal Processing - March 2018 - 107
IEEE Signal Processing - March 2018 - 108
IEEE Signal Processing - March 2018 - 109
IEEE Signal Processing - March 2018 - 110
IEEE Signal Processing - March 2018 - 111
IEEE Signal Processing - March 2018 - 112
IEEE Signal Processing - March 2018 - 113
IEEE Signal Processing - March 2018 - 114
IEEE Signal Processing - March 2018 - 115
IEEE Signal Processing - March 2018 - 116
IEEE Signal Processing - March 2018 - 117
IEEE Signal Processing - March 2018 - 118
IEEE Signal Processing - March 2018 - 119
IEEE Signal Processing - March 2018 - 120
IEEE Signal Processing - March 2018 - 121
IEEE Signal Processing - March 2018 - 122
IEEE Signal Processing - March 2018 - 123
IEEE Signal Processing - March 2018 - 124
IEEE Signal Processing - March 2018 - 125
IEEE Signal Processing - March 2018 - 126
IEEE Signal Processing - March 2018 - 127
IEEE Signal Processing - March 2018 - 128
IEEE Signal Processing - March 2018 - 129
IEEE Signal Processing - March 2018 - 130
IEEE Signal Processing - March 2018 - 131
IEEE Signal Processing - March 2018 - 132
IEEE Signal Processing - March 2018 - 133
IEEE Signal Processing - March 2018 - 134
IEEE Signal Processing - March 2018 - 135
IEEE Signal Processing - March 2018 - 136
IEEE Signal Processing - March 2018 - 137
IEEE Signal Processing - March 2018 - 138
IEEE Signal Processing - March 2018 - 139
IEEE Signal Processing - March 2018 - 140
IEEE Signal Processing - March 2018 - 141
IEEE Signal Processing - March 2018 - 142
IEEE Signal Processing - March 2018 - 143
IEEE Signal Processing - March 2018 - 144
IEEE Signal Processing - March 2018 - 145
IEEE Signal Processing - March 2018 - 146
IEEE Signal Processing - March 2018 - 147
IEEE Signal Processing - March 2018 - 148
IEEE Signal Processing - March 2018 - 149
IEEE Signal Processing - March 2018 - 150
IEEE Signal Processing - March 2018 - 151
IEEE Signal Processing - March 2018 - 152
IEEE Signal Processing - March 2018 - 153
IEEE Signal Processing - March 2018 - 154
IEEE Signal Processing - March 2018 - 155
IEEE Signal Processing - March 2018 - 156
IEEE Signal Processing - March 2018 - 157
IEEE Signal Processing - March 2018 - 158
IEEE Signal Processing - March 2018 - 159
IEEE Signal Processing - March 2018 - 160
IEEE Signal Processing - March 2018 - 161
IEEE Signal Processing - March 2018 - 162
IEEE Signal Processing - March 2018 - 163
IEEE Signal Processing - March 2018 - 164
IEEE Signal Processing - March 2018 - 165
IEEE Signal Processing - March 2018 - 166
IEEE Signal Processing - March 2018 - 167
IEEE Signal Processing - March 2018 - 168
IEEE Signal Processing - March 2018 - 169
IEEE Signal Processing - March 2018 - 170
IEEE Signal Processing - March 2018 - 171
IEEE Signal Processing - March 2018 - 172
IEEE Signal Processing - March 2018 - 173
IEEE Signal Processing - March 2018 - 174
IEEE Signal Processing - March 2018 - 175
IEEE Signal Processing - March 2018 - 176
IEEE Signal Processing - March 2018 - Cover3
IEEE Signal Processing - March 2018 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_201809
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_201807
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_201805
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_201803
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_201801
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1117
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0917
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0717
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0517
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0317
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0117
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1116
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0916
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0716
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0516
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0316
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0116
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1115
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0915
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0715
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0515
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0315
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0115
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1114
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0914
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0714
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0514
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0314
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0114
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1113
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0913
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0713
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0513
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0313
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0113
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1112
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0912
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0712
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0512
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0312
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0112
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1111
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0911
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0711
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0511
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0311
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0111
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1110
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0910
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0710
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0510
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0310
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0110
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1109
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0909
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0709
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0509
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0309
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0109
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_1108
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0908
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0708
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0508
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0308
https://www.nxtbook.com/nxtbooks/ieee/signalprocessing_0108
https://www.nxtbookmedia.com