8/16/2019 Traffic Congestion Estimator
1/32
PFIEV Student Research 2015
Traffic Density Estimation System
Advisors:
Dr. Chế Viết Nhật AnhDr. Trương Công Dung Nghi
Group members:
Nguyễn Văn Dương 51100674
Trịnh Qu! Anh 41"0011#
8/16/2019 Traffic Congestion Estimator
2/32
Content
2
Motivation A
Related work B
Proposed method C
Project timeline E
PFIEV Student Research 201
!ud"et D
8/16/2019 Traffic Congestion Estimator
3/32
A !oti"ation
#PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
4/32
A !oti"ation
$PFIEV Student Research 201 Source: earlywarning.com
8/16/2019 Traffic Congestion Estimator
5/32
A !oti"ation
% 87%: have been stuck in roadway traffic in the last threeyears
% 57%: traffic jam has negatively affected their health% 2%: traffic jam has negatively affected work or school
!erformance
% "hina s!ends #2% $& on infrastructure '(S: 2.)%*
PFIEV Student Research 201
Source: +,- $lobal "ommuter ain Study eveals /raffic "risis in 0ey +nternational "ities 1#
8/16/2019 Traffic Congestion Estimator
6/32
A !oti"ation
&PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
7/32
A !oti"ation
'
$T% &$nt'((ig'nt Tr)n*+,rt)ti,n %y*t'-/% +/S technologies: wireless3 floating car data3 sensing technology3
i', 'hi!(' 't'!ti,n
PFIEV Student Research 201
4+& 6!ass in ew 9ork Source: 22 ';iki!edia*
Saw cut loo! detector Source: 22 ';iki!edia*
8/16/2019 Traffic Congestion Estimator
8/32
A !oti"ation
(
CCTV &C(,*'2Cir!uit T'('Vi*i,n/
PFIEV Student Research 201
)losed circuit *V in MunichSource: &ator)) ';iki!edia*
+utomatic speed en,orcement in !rasilia
Source: -ario ';iki!edia*
Red li"ht camera in -hio
Source: &erek
8/16/2019 Traffic Congestion Estimator
9/32
A !oti"ation
.
Vi'tn)-/
PFIEV Student Research 201
Source: anninhthudo.vn
Source: anninhthudo.vn
Source: vovgiaothong.vn
8/16/2019 Traffic Congestion Estimator
10/32
A !oti"ation
10
3r,('-*/
PFIEV Student Research 201
Source: vovgiaothong.vn
Source: vovgiaothong.vn
Source: avalonbiometrics.com
8/16/2019 Traffic Congestion Estimator
11/32
A !oti"ation
11
3r,('-*/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
12/32
A !oti"ation
12
A *y*t'- th)t !)n !,ntr,( th' tr)i! (,)ut,-)ti!)((y
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
13/32
Content
1#
Motivation A
Re#ated $or% B
Proposed method C
Project timeline D
PFIEV Student Research 201
!ud"et C
8/16/2019 Traffic Congestion Estimator
14/32
& Re#ated $or%s
1$
3,ri(i -'th, 869/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
15/32
& Re#ated $or%s
1
3,ri(i -'th, 869/% $=: + , , , , , ,
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
16/32
& Re#ated $or%s
1&
:)urin 879/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
17/32
& Re#ated $or%s
1'
:)urin 879/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
18/32
& Re#ated $or%s
1(
3,*))ng 8;9/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
19/32
& Re#ated $or%s
1.
3,*))ng 8;9/
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
20/32
Content
20
Motivation A
Related work B
Pro'osed method C
Project timeline E
PFIEV Student Research 201
!ud"et D
8/16/2019 Traffic Congestion Estimator
21/32
C Pro'osed method
21PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
22/32
C Pro'osed method
22PFIEV Student Research 201
=,)(/% > traffic congestion estimation method which is develo!ed based
on s!ecific conditions in ?ietnam
% > !a!er for PFIEV Student Research Conference (PFIEV SRC)or Facut! of Eectrica and Eectronics En"ineerin" AnnuaStudent Research Conference (FEEE SRC)
>'?uir'-'nt/% /he system must have the ability to detect traffic vehicles
including car3 motorbike@% /he system must be robust to the change of illumination changes
'day3 night3 twilight3 and cloudy3 sunny@*
8/16/2019 Traffic Congestion Estimator
23/32
C Pro'osed method
2#PFIEV Student Research 201
%y*t'- *+'!ii!)ti,n*/
8/16/2019 Traffic Congestion Estimator
24/32
C Pro'osed method
2$PFIEV Student Research 201
@*ti-)ting tr)i! 'n*ity/% $-- '$aussian -iAture -odel*
8/16/2019 Traffic Congestion Estimator
25/32
C Pro'osed method
2PFIEV Student Research 201
@*ti-)ting th' )'r)g' *+''/% =!tical flow:
% Bucas 6 0anade
Source: CoDng "Eng BFnh3 BuGn vHn tIt nghiJ!3 2K#L
8/16/2019 Traffic Congestion Estimator
26/32
C Pro'osed method
2&PFIEV Student Research 201
@*ti-)ting tr)i! !,ng'*ti,n (''(/
8/16/2019 Traffic Congestion Estimator
27/32
Content
2'
Motivation A
Related work B
Proposed method C
Project timeline E
PFIEV Student Research 201
&ud(et D
8/16/2019 Traffic Congestion Estimator
28/32
D &ud(et
PFIEV Student Research 201 2(
8/16/2019 Traffic Congestion Estimator
29/32
Content
2.
Motivation A
Related work B
Proposed method C
Pro)ect time#ine E
PFIEV Student Research 201
!ud"et D
8/16/2019 Traffic Congestion Estimator
30/32
E Pro)ect time#ine
#0PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
31/32
Traffic Density Estimation System
#1
>''r'n!'*/1# +,- $lobal "ommuter ain Study eveals /raffic "risis in 0ey +nternational "ities
12 +nternational conference: M=!!ortunities and challenges for sustainable develo!mentN3 Co "hi -inh "ity(niversity of Social Science and Cumanity3 2KK.
1O htt!:PPen.wiki!edia.orgPwikiP+ntelligentQtrans!ortationQsystem
1L htt!:PPen.wiki!edia.orgPwikiP/rafficQenforcementQcamera15 htt!:PPvovgiaothong.vnPgiao6thong6do6thiP%2%8K%"bo6nao%2%8K%&6dieu6hanh6duongRcaoR tocP7KK6#L
1) orikli3 4atih3 and iaokun Bi. T/raffic congestion estimation using C-- models without vehicletracking.T + +ntelligent ?ehicles Sym!osium3 2KKL.
17 ,. -aurin3 =. -asoud3 . a!anikolo!oulos3 -onitoring crowded traffic scenes. + +ntUl "onference on+ntelligent /rans!ortation Systems3 2KK23 #62L.
18 osawang3 iti!hoom3 et al. Terce!tion6based oad /raffic "ongestion "lassification using eural etworks.T +nternational "onference on ;orld "ongress of ngineering ';" 2KK*3 Bondon3 ngland.2KK.
PFIEV Student Research 201
8/16/2019 Traffic Congestion Estimator
32/32