Excerpt
What is tracking?
·
Tracking can be defined as the
problem of
approximating
the
path
of an
object
in the
object
plane
.
Introduction
Tracking
Target object in a video
Maneuver Non-maneuver
4
Introduction
Target Tracking
STT MTT
SM MM
5
What are the
new topics
in
target tracking
?
·
Target Tracking in Wireless Sensor
Network
·
Multiple
Target
Localization
Using
Compressive Sensing
·
Real-time
visual
tracking
using
compressive sensing
·
Target
tracking
is
concerned
with
approximating the trajectory
of
one
or
more
moving
objects
based on some partial
information, usually provided by
sensors
.
·
Target tracking protocols can be mainly
classified into five schemes, which are:
tree-based
tracking,
cluster-based
tracking,
prediction-based
tracking,
mobicast
message-based
tracking
and
hybrid
methods
Target Tracking in Wireless Sensor Network
·
Sensor networks used in target tracking
face
two
kinds of major
problems:
efficient networking
&
energy-saving
techniques
(as
sensors
have
to
communicate with
one another
or with a
base
to
transmit
results
of
local
computation) and efficient processing of
information gathered by sensors.
Target Tracking in Wireless Sensor Network
·
application
of WSN in a variety of
application areas brought many
open
issues
to
researchers
.
Open research issues for target tracking
applications
include
:
o
Dealing with
moving object
direction
changes
and
varying speeds
.
o
Energy efficient
missing target track recovery
OPEN RESEARCH ISSUES
·
Performance
comparison
of
static
and
dynamic
network
·
Relationship between
energy consumption
with cluster formation
·
Tracking
Precision
& Prediction
Accuracy
.
·
Designing
well organized computing and
nominal transmission of messages without
degradation of performance as message
transmission consumes a lot of energy
·
Sensor node fault tolerance
OPEN RESEARCH ISSUES
Overview
of
Object Tracking
Object tracking
·
The
aim
of
object
tracking is to
find an object
of a pre-defined class in a video frame.
·
Video structures
consists of
multiple frames.
·
Three
stages
of
data
treating:
object
extraction
,
object recognition
and
tracking
,
and decisions about activities.
What is Object tracking?
Basic
steps
for
tracking
an
object
http://www.tesisenred.net/bitstream/handle/10803/8485/tesi.pdf?sequence=1
http://signal.ee.psu.edu/Behavior_Recognition.pdf
[1] J.Joshan Athanesious, P.Suresh, "Systematic Survey on Object Tracking
Methods in Video", International Journal of Advanced Research in
Computer Engineering & Technology (IJARCET) Volume 1, Issue 8, October
2012.
[2] Himani S. Parekh, Darshak G. Thakore, Udesang K. Jaliya , "A Survey on
Object Detection and Tracking Methods", International Journal of
Innovative Research in Computer and Communication Engineering An ISO
3297: 2007 Certified Organization) Vol. 2, Issue 2, February 2014
[3] G.Mallikarjuna Rao, Dr. Ch.Satyanarayana, " Visual Object Target Tracking
Using Particle Filter: A Survey", I.J. Image, Graphics and Signal Processing,
2013, 6, 57-71
[4] Alper Yilmaz, Omar Javed, Mubarak Shah, " Object Tracking: A Survey",
ACM Computing Surveys, Vol. 38, No. 4, Article 13, Publication date:
December 2006.
References
Excerpt out of 37 pages
- Quote paper
- Mohamed El-Ghoboushi (Author), 2015, Single and multiple target tracking, Munich, GRIN Verlag, https://www.grin.com/document/310580
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