It is a presentation on the emerging Gesture Technology and its recognition. its a very interactive,very well designed ,all slides with numerous pictures for easy understanding of the technology. easy and simple language used for better understanding :)
2. A little about me
My name is Abhishek Pal. I am an
IT Engineer
I am from India and i love
interacting with new people.
I love visiting new places.
Contact -
abhishekpal57@gmail.com
4. CONTENTS
What is Gesture
Types of Gestures
What is Gesture recognition
Basic working of Gesture Technology
Types of Gesture Recognition
Technology behind it
Uses of Gesture Recognition
Gesture Recognition Challenges
6. A gesture is a form of non-verbal
communication in which visible bodily
actions communicate particular
messages, either in place of speech or
together and in parallel with words.
What Are GESTURES
Gestures are an important aspect of
human interaction, both interpersonally
and in the context of man-machine
interfaces.
Gestures include movement of the
hands, face, or other parts of the
body.
7. Military air marshals use hand and
body gestures to direct flight
operations aboard aircraft carriers.
9. Types of Gesture
Iconic
Iconic gestures represent object attributes, spatial relationships, and actions. For
example, think about how you would describe gesturally a tall person or a wide river
as you were talking about each of those things.
Deictic, or Pointing
These gestures are pretty basic, connecting speech to another idea, object of
location. For instance, if you were talking about someone across the room you
might point them.
Metaphoric
Metaphoric gestures put an abstract idea into a more literal, concrete form.
Making your fingers into a v shape and raising above indicates your victory or
win
Beat Gestures
Basically, these just keep the rhythm of speech, and they convey no semantic
content whatsoever
11. What is Gesture
Recognition ?
Interface with computers using gestures of the human body,
typically hand movements.
Gesture recognition is an important skill for robots that
work closely with humans.
Gesture recognition is especially valuable in applications
involving interaction human/robot for several reasons.
12. A smart T.V recognizing
the hand movement to
control the channels or to
select a option from the
menu
A gesture recognition
software in a laptop that
recognizes the
movement of fingers
used for performing
various tasks
16. Types of Gesture Recognition
Hand Gesture Recognition
Hand gesture recognition technology allows operations of complex machines using only
a series of fingers and hand movements , eliminating the need of physical contact
between operator and machine
17. Facial Gesture Recognition
Facial Gesture Recognition creates
an effective non-contact interface
between user and their machines
The goal of facial Gesture
Recognition is to make machine
effectively understand human
emotions , regardless of the
countless physical differences
between individuals
Even most cameras detects your smile
to automatically click a picture
18. Sign Language Recognition
Certain types of gesture recognition
software can transcribe the symbols
represented through sign language into
text
Effective sign language recognition
can help the deaf people to
communicate with both other
people as well as the machine
19. Electrical Field Sensing Technology
Proximity of a human body or body
part can be measured by sensing
electric fields .
These measurements can be used
to measure the distance of a
human hand or other body part
from an object; this facilitates a
vast range of applications for a
wide range of industries.
Types of Gesture Sensing Technology
20. Device Sensing Technology
Device-based techniques use a glove,
stylus, or other position tracker, whose
movements send signals that the
system uses to identify the gesture.
The glove is equipped with a variety of
sensors to provide information about hand
position, orientation, and flex of fingers.
21. Vision Based Technologies
There are two approaches to
vision based gesture recognition:
Model based techniques:
They try to create a three
dimensional model of the users
hand and use this for
recognition.
Image based methods:
Image-based techniques detect a
gesture by capturing pictures of
a user’s motions during the
course of a gesture.
24. Technology Behind It
Wired gloves
These can provide input to the computer
about the position and rotation of the hands
using magnetic or inertial tracking devices.
The first commercially available hand-
tracking glove-type device was the Data
Glove , a glove-type device which could
detect hand position, movement and finger
bending.
This uses fiber optic cables running down the back
of the hand. Light pulses are created and when the
fingers are bent, light leaks through small cracks
and the loss is registered, giving an approximation
of the hand pose.
25. Stereo cameras
A Stereo camera is a camera that has two
lenses about the same distance apart as
your eyes and takes two pictures at the
same time. This simulates the way we
actually see and therefore creates the 3D
effect when viewed.
Using two cameras whose relations to
one another are known, a 3D
representation can be approximated by
the output of the cameras.
26. Depth-aware cameras
Using specialized cameras such
as structured light or time-of-flight
cameras, one can generate a depth
map of what is being seen through
the camera at a short range, and use
this data to approximate a 3d
representation of what is being seen.
These can be effective for detection of
hand gestures due to their short range
capabilities.
27.
28. Thermal cameras
An infrared camera is a device that detects
infrared radiation(temperature) from the target
object and converts it into an electronic signal
to generate a thermal picture on a monitor or to
make temperature calculations on it.
The temperature which is captured by an
infrared camera can be measured or
quantified exactly, so that not only the
thermal behavior can be observed but also
the relative magnitude of temperature
related problems can be recognized and
noted.
29.
30. Controller –based gestures
These controllers act as an extension of the body so that when gestures
are performed, some of their motion can be conveniently captured by
software.
31. Single camera or a Proximity
sensor
A normal camera or a proximity sensor can be used for gesture recognition where
the resources/environment would not be convenient for other forms of image-
based recognition.
33. Uses Of Gesture Recognition
Socially assistive robotics
By using proper sensors worn on the body of a
patient and by reading the values from those
sensors, robots can assist in patient
rehabilitation. The best example can be stroke
rehabilitation.
Sign language recognition
Just as speech recognition can transcribe
speech to text, certain types of gesture
recognition software can transcribe the
symbols represented through sign language
into text.
34. Virtual controllers
For systems where the act of finding or
acquiring a physical controller could require too
much time, gestures can be used as an
alternative control mechanism. Controlling
secondary devices in a car, or controlling a
television set are examples of such usage.
Remote control
Through the use of gesture recognition,
remote control with the wave of a hand
of various devices is possible.
35. Aid to physically challenged
Machine wheel chairs are coming
with gesture based system. The
movement of the hand will act as a
controller of speed as well as
direction
Immersive gaming technology
In video game consoles such as
Microsoft X-box with kinect sensors,
often the user is the controller and has
to perform all physical movements that
they desire the character in the game to
do.
37. Lack of Gesture Language
Gesture Recognition Challenges
Different users make gestures differently,
causing difficulty in identifying motions
Many gesture recognition systems do not
read motions accurately or optimally due
to factors like insufficient background
light, high background noise etc
Robustness