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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2029
Navigation and Camera Reading System for Visually Impaired
Anusha K V1, Devika K M2, Shrinidhi C Y3, Yashaswini M4, Dr. Madhu B K5
1,2,3,4Students, Dept. of Computer science and Engineering, Vidya Vikas institute of Engineering and Technology,
Mysore, Karnataka, India
5Professor, Dept. of Computer Science Engineering, Vidya Vikas Institute of Engineering and Technology,
Mysore, Karnataka, India
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Today, many of the aid systems deployed for
visually impaired people are mostly made forasinglepurpose.
Be it navigation, object detection, or distance perceiving. Also,
most of the deployed aid systems use indoor navigation which
requires a pre-knowledge of the environment. These aid
systems often fail to help visually impaired people in the
unfamiliar scenario. In this paper, we propose an aid system
developed using object detection and depth perceivement to
navigate a person without dashing into an object. The
prototype developed detects different types of objects and
compute their distances from theuser. Wealso, implementeda
navigation feature to get input from the user about the target
destination and hence, navigate the impaired person to
his/her object destination. With this system, we built a multi-
feature, high accuracy navigational aid system by processing
the image and performing computation using image
processing to help the visually impaired people in their daily
life by navigating them effortlessly to their desireddestination
and to read the data from the image with the help of image
processing.
Key Words: OpticalCharacterRecognition(OCR),Textto
Speech Synthesis (TTS) and Digital Image Processing
(DIP)
1.INTRODUCTION
Computer vision (CV)isone ofthemany branchesof
computer science which is thriving to resemble human
vision. It is not confined to capture an image from the
camera as it also encapsulates an intelligent software
module which is used for analyzing the image based on
various algorithms for specific applications. These
algorithms incorporate processing of image/s to determine
the features and attributes which can describe the image at
an abstract level. These features and attributes of an image
provide meaningful inferences with respect to specific
applications. This involvement of intelligent software
module classifies CV as a category of science and it is
growing to become a perfect artificial vision. However,
computer vision is also trying to teach a system to pick what
should be a zone of interest, how to understand the objects
and how the machine should be thinking. Some of the
applications ofcomputervisionaremonitoringtheindustrial
equipment, monitoring biological cells and some real-life
applications like parking systems. The technological
implementation of CV system is better than biological in
many ways like a camera can detect movements faster than
the human eye. Due to this reason, CV has also found its
deployment in the area of healthcare for visually impaired
people. Navigation systems are one type of aid systems
which help a person navigate in an unfamiliar environment
smoothly without being lost or getting hurt. In an indoor
navigation system, the system helps to navigate a person in
an indoor controlled environment wherethe environmentis
usually fully observable. The main problem which an indoor
navigation system faces is of the lack of precision which is
due to the localization method used.[2][3]
1.1 Problem Statement
 About 90% of world’s visually impaired live in
developing countries
 Without vision it can be challenging for a visually
impaired person to navigate.
 The blind traveller should depend on any other
guide like blind cane, People information etc.
1.2 Aim
Aim of our project is to develop a concept of
Navigation and Camera Reading System for people who in
need, this concept is achieving by digital image processing
and web camera. This mainly helps to the people who are
visually impaired.
2. EXISTING SYSTEM
Blind people are unable to perform visual tasksand
navigate to the location of objects. For instance, text reading
requires the use of a braille reading system or a digital
speech synthesizer (if the text is available in digital format).
The majority of published printed works does not include
braille or audio versions, and digital versions are still a
minority. On the other hand, blind people are not able to
read the simple warnings in walls or signals that surround
us. Thus, the development of a mobile application that can
perform the image to speech conversion, whether it’s a text
written on a wall, a sheet of writing paper or in another
support, has a great potential and utility. Going and fetching
the objects near to them is a difficult task and it needs
precise identification of sense of objects.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2030
2.1 Limitations of Existing System
 Blind Cane: Recognition of obstacles up to knee
level.
 Going and fetching the objects near to them is a
difficult task and it needs precise identification of
sense of objects.
3. PROPOSED SYSTEM
Blindness makes life rather difficult for people who
suffer from this health problem, but the use of technology
can help in some day-to-day tasks. In this context, the
present work focuses the development of a photo-to-speech
application for the blind. The project is called Camera
Reading for Blind People, and its ultimate purpose is the
development of a mobile application that allows a blinduser
to “read” text (a sheet of paper, a signal, etc.). To achieve
that, a set of frameworks of Optical Character Recognition
(OCR) and Text to Speech Synthesis (TTS) are integrated,
which enables the user, using a smartphone,totake a picture
and hear the text that exists in the picture. Since Going and
fetching the objects near to them is a difficult task and it
needs precise identification of sense of objects, we are
creating a prototype of system to help the visually impaired
people to identify the objects and compute the distance and
direction on that basis and guide them.
3.1 Advantages of proposed system
 It helps the visually impaired people to identify the
objects.
 It also computes the distance and direction and
guide them.
 It navigates a person by localizing its location every
time the user makes a step.
 Cost effective.
4. OBJECTIVES
 Image capturing through streaming
 Process the image and detect object
 Compute the size
 Distance and direction calculation
 Image capture of text
 predicting characters
 TTS creation
5. METHODOLOGY
5.1 Optical Character Recognition (OCR)
Optical character recognition is the electronic
device. It converts the images of typed and printed text into
machine encoded text. It reads the text from scanned
document, photos, subtitle text on the image. In early
versions of optical character recognition, we need to train
each character and it was capable to work only on one font.
In advanced versions of optical character recognition, it
takes most of the fonts and it also takes the digital image file
format inputs. It is one of the major tools for blinds or
visually impaired people to access the printed information.
First, it scans the image then it starts to recognize the
characters in the text and it converts that recognized
information into an electronic file which can be used to
speak the text.
5.2 Text to Speech Synthesis (TTS)
Visually impaired people are unable to see the text
in the images, newspapers, textbooks and etc. This makes
them unable to learn the informationthatinthosethingsthis
kills their learning skills. Therefore, we need a devicetohelp
them out of this problem. So TTS helps the visually impaired
people by converting the text into speech so that then can
get the information clearly which is printed in the images,
newspaper, notes etc.
5.3 Digital Image Processing (DIP)
Image refers to two-dimensional intensityfunctionf
(x, y), where x and y denotes spatial coordinates and the
value of f at any point (x, y) is proportional to the brightness
of the image at that point.
A digital image is a representation of two-
dimensional image as a finite set of digital vales, called
picture elements or pixels.
Digital image processingfocusesontwomajortasks
1. Improvement of pictorial information for human
interpretation.
2. Processing of image data for storage, transmission
and representation for autonomous mission
perception.
There are mainly three levels of processingimagesasshown
in below figure;
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2031
Fig-1: Digital image processing [7]
6. BLOCK DIAGRAM
Fig_2: Block Diagram
Web cam capture the picture and take it as input...
Before that we train the system based on daily obligations
and pass the message to the user aboutthedistanceandtype
of the object. Here we include the audio system to hear the
message called speech navigation. And here it detects the
objects and obstacles and classify them according to trained
system and it sends the information to the userastypeof the
object and the distance of the object from the visually
impaired person from the distance measure module and
gives the output in the form of speech.
7. LITERATURE SURVEY
 A sensing approach to describe indoor scenes with
the help of a portable camera. The major limitation
of the prototype was scalability to adapt for more
objects and high processing power whichmakesthe
system bulky and high-power consuming.[4]
 An indoor navigation system with the object
identification feature usingthecolouroftheobjects.
It makes use of enhanced processing power of
mobile devices to allow real-time processing of 3D
models and local sensors of orientation and object
identification. The major flaw of the prototype was
inaccurate depth measurement which can cause
fatal results if deployed in the real world.[5]
 RFID and GPS integrated navigation system for
visually impaired which required a pre-developed
infrastructure of RFID tags. It also used sensors
such as ultrasonic and infrared to identify the
objects works in the very close vicinity and will
require the user to be physically near the object in
order to detect it which makes it infeasible in the
real-life navigation systems asthevisuallyimpaired
person can dash into the object before detecting
it.[6]
 A wearable navigation system for the visually
impaired which uses the SLAM approach for
navigation in the indoor environment and requires
infrastructure to work in an open indoor
environment. The purpose of the system was to
navigate a person by localizing its location every
time the user makes a step. Another notable
limitation of the indoor navigation system is, they
require either developed infrastructure or sensor
fusion which drastically increases the cost of the
navigation system. Also, these systems are
specialized for the specific indoor environmentand
therefore, cannot be readily used in an unfamiliar
environment.
7. CONCLUSION
It can be used for indoor navigation of people with visual
disabilities , high accuracy navigational aid system by
processing the image and performing computation using
image processing to help the visually impaired people in
their daily life by navigating them effortlessly to their
desired destination and to read the data fromtheimagewith
the help of image processing.
REFRENCES
[1] World health organization, media center, visual
impairment and blindness, fact sheet no 282
http://www.who.int/en/news-
room/factsheets/detail/blindness-and-visual-
impairment
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072
© 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2032
[2] Zubaľ, M., Lojka, T., & Zolotová, I. (2016, January).
IoT gateway and industrial safety with computer
vision. In Applied Machine Intelligence and
Informatics (SAMI), 2016 IEEE 14th International
Symposium on (pp. 183-186). IEEE.
[3] Walsh, R., & Hornsby, A. (2011, January). Towards
off-the-shelf computer visionforuserinteractionin
consumer homes. In Consumer Electronics (ICCE),
2011 IEEE International Conference on (pp. 121-
122). IEEE.
[4] Mekhalfi, M. L., Melgani, F., Bazi, Y., & Alajlan, N.
(2015). A compressive sensing approach to
describe indoor scenes for blind people. IEEE
Transactions on Circuits and Systems for Video
Technology, 25(7), 1246-1257.
[5] Hub, A., Diepstraten, J., & Ertl, T. (2004, October).
Design and development of an indoor navigation
and object identification system for the blind. In
ACM Sigaccess Accessibility and Computing (No.
77-78, pp. 147-152). ACM.
[6] Yelamarthi, K., Haas, D., Nielsen, D., & Mothersell, S.
(2010, August).RFIDandGPSintegratednavigation
system for the visually impaired. In Circuits and
Systems (MWSCAS), 2010 53rd IEEE International
Midwest Symposium on (pp. 1149-1152). IEEE.
[7] “Digital image processing”, Rafael Gonzalez and
Richard E. Woods, Addison-Wesley, 2002

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Navigation and Camera System for the Visually Impaired

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2029 Navigation and Camera Reading System for Visually Impaired Anusha K V1, Devika K M2, Shrinidhi C Y3, Yashaswini M4, Dr. Madhu B K5 1,2,3,4Students, Dept. of Computer science and Engineering, Vidya Vikas institute of Engineering and Technology, Mysore, Karnataka, India 5Professor, Dept. of Computer Science Engineering, Vidya Vikas Institute of Engineering and Technology, Mysore, Karnataka, India ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Today, many of the aid systems deployed for visually impaired people are mostly made forasinglepurpose. Be it navigation, object detection, or distance perceiving. Also, most of the deployed aid systems use indoor navigation which requires a pre-knowledge of the environment. These aid systems often fail to help visually impaired people in the unfamiliar scenario. In this paper, we propose an aid system developed using object detection and depth perceivement to navigate a person without dashing into an object. The prototype developed detects different types of objects and compute their distances from theuser. Wealso, implementeda navigation feature to get input from the user about the target destination and hence, navigate the impaired person to his/her object destination. With this system, we built a multi- feature, high accuracy navigational aid system by processing the image and performing computation using image processing to help the visually impaired people in their daily life by navigating them effortlessly to their desireddestination and to read the data from the image with the help of image processing. Key Words: OpticalCharacterRecognition(OCR),Textto Speech Synthesis (TTS) and Digital Image Processing (DIP) 1.INTRODUCTION Computer vision (CV)isone ofthemany branchesof computer science which is thriving to resemble human vision. It is not confined to capture an image from the camera as it also encapsulates an intelligent software module which is used for analyzing the image based on various algorithms for specific applications. These algorithms incorporate processing of image/s to determine the features and attributes which can describe the image at an abstract level. These features and attributes of an image provide meaningful inferences with respect to specific applications. This involvement of intelligent software module classifies CV as a category of science and it is growing to become a perfect artificial vision. However, computer vision is also trying to teach a system to pick what should be a zone of interest, how to understand the objects and how the machine should be thinking. Some of the applications ofcomputervisionaremonitoringtheindustrial equipment, monitoring biological cells and some real-life applications like parking systems. The technological implementation of CV system is better than biological in many ways like a camera can detect movements faster than the human eye. Due to this reason, CV has also found its deployment in the area of healthcare for visually impaired people. Navigation systems are one type of aid systems which help a person navigate in an unfamiliar environment smoothly without being lost or getting hurt. In an indoor navigation system, the system helps to navigate a person in an indoor controlled environment wherethe environmentis usually fully observable. The main problem which an indoor navigation system faces is of the lack of precision which is due to the localization method used.[2][3] 1.1 Problem Statement  About 90% of world’s visually impaired live in developing countries  Without vision it can be challenging for a visually impaired person to navigate.  The blind traveller should depend on any other guide like blind cane, People information etc. 1.2 Aim Aim of our project is to develop a concept of Navigation and Camera Reading System for people who in need, this concept is achieving by digital image processing and web camera. This mainly helps to the people who are visually impaired. 2. EXISTING SYSTEM Blind people are unable to perform visual tasksand navigate to the location of objects. For instance, text reading requires the use of a braille reading system or a digital speech synthesizer (if the text is available in digital format). The majority of published printed works does not include braille or audio versions, and digital versions are still a minority. On the other hand, blind people are not able to read the simple warnings in walls or signals that surround us. Thus, the development of a mobile application that can perform the image to speech conversion, whether it’s a text written on a wall, a sheet of writing paper or in another support, has a great potential and utility. Going and fetching the objects near to them is a difficult task and it needs precise identification of sense of objects.
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2030 2.1 Limitations of Existing System  Blind Cane: Recognition of obstacles up to knee level.  Going and fetching the objects near to them is a difficult task and it needs precise identification of sense of objects. 3. PROPOSED SYSTEM Blindness makes life rather difficult for people who suffer from this health problem, but the use of technology can help in some day-to-day tasks. In this context, the present work focuses the development of a photo-to-speech application for the blind. The project is called Camera Reading for Blind People, and its ultimate purpose is the development of a mobile application that allows a blinduser to “read” text (a sheet of paper, a signal, etc.). To achieve that, a set of frameworks of Optical Character Recognition (OCR) and Text to Speech Synthesis (TTS) are integrated, which enables the user, using a smartphone,totake a picture and hear the text that exists in the picture. Since Going and fetching the objects near to them is a difficult task and it needs precise identification of sense of objects, we are creating a prototype of system to help the visually impaired people to identify the objects and compute the distance and direction on that basis and guide them. 3.1 Advantages of proposed system  It helps the visually impaired people to identify the objects.  It also computes the distance and direction and guide them.  It navigates a person by localizing its location every time the user makes a step.  Cost effective. 4. OBJECTIVES  Image capturing through streaming  Process the image and detect object  Compute the size  Distance and direction calculation  Image capture of text  predicting characters  TTS creation 5. METHODOLOGY 5.1 Optical Character Recognition (OCR) Optical character recognition is the electronic device. It converts the images of typed and printed text into machine encoded text. It reads the text from scanned document, photos, subtitle text on the image. In early versions of optical character recognition, we need to train each character and it was capable to work only on one font. In advanced versions of optical character recognition, it takes most of the fonts and it also takes the digital image file format inputs. It is one of the major tools for blinds or visually impaired people to access the printed information. First, it scans the image then it starts to recognize the characters in the text and it converts that recognized information into an electronic file which can be used to speak the text. 5.2 Text to Speech Synthesis (TTS) Visually impaired people are unable to see the text in the images, newspapers, textbooks and etc. This makes them unable to learn the informationthatinthosethingsthis kills their learning skills. Therefore, we need a devicetohelp them out of this problem. So TTS helps the visually impaired people by converting the text into speech so that then can get the information clearly which is printed in the images, newspaper, notes etc. 5.3 Digital Image Processing (DIP) Image refers to two-dimensional intensityfunctionf (x, y), where x and y denotes spatial coordinates and the value of f at any point (x, y) is proportional to the brightness of the image at that point. A digital image is a representation of two- dimensional image as a finite set of digital vales, called picture elements or pixels. Digital image processingfocusesontwomajortasks 1. Improvement of pictorial information for human interpretation. 2. Processing of image data for storage, transmission and representation for autonomous mission perception. There are mainly three levels of processingimagesasshown in below figure;
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2031 Fig-1: Digital image processing [7] 6. BLOCK DIAGRAM Fig_2: Block Diagram Web cam capture the picture and take it as input... Before that we train the system based on daily obligations and pass the message to the user aboutthedistanceandtype of the object. Here we include the audio system to hear the message called speech navigation. And here it detects the objects and obstacles and classify them according to trained system and it sends the information to the userastypeof the object and the distance of the object from the visually impaired person from the distance measure module and gives the output in the form of speech. 7. LITERATURE SURVEY  A sensing approach to describe indoor scenes with the help of a portable camera. The major limitation of the prototype was scalability to adapt for more objects and high processing power whichmakesthe system bulky and high-power consuming.[4]  An indoor navigation system with the object identification feature usingthecolouroftheobjects. It makes use of enhanced processing power of mobile devices to allow real-time processing of 3D models and local sensors of orientation and object identification. The major flaw of the prototype was inaccurate depth measurement which can cause fatal results if deployed in the real world.[5]  RFID and GPS integrated navigation system for visually impaired which required a pre-developed infrastructure of RFID tags. It also used sensors such as ultrasonic and infrared to identify the objects works in the very close vicinity and will require the user to be physically near the object in order to detect it which makes it infeasible in the real-life navigation systems asthevisuallyimpaired person can dash into the object before detecting it.[6]  A wearable navigation system for the visually impaired which uses the SLAM approach for navigation in the indoor environment and requires infrastructure to work in an open indoor environment. The purpose of the system was to navigate a person by localizing its location every time the user makes a step. Another notable limitation of the indoor navigation system is, they require either developed infrastructure or sensor fusion which drastically increases the cost of the navigation system. Also, these systems are specialized for the specific indoor environmentand therefore, cannot be readily used in an unfamiliar environment. 7. CONCLUSION It can be used for indoor navigation of people with visual disabilities , high accuracy navigational aid system by processing the image and performing computation using image processing to help the visually impaired people in their daily life by navigating them effortlessly to their desired destination and to read the data fromtheimagewith the help of image processing. REFRENCES [1] World health organization, media center, visual impairment and blindness, fact sheet no 282 http://www.who.int/en/news- room/factsheets/detail/blindness-and-visual- impairment
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 07 Issue: 01 | Jan 2020 www.irjet.net p-ISSN: 2395-0072 © 2020, IRJET | Impact Factor value: 7.34 | ISO 9001:2008 Certified Journal | Page 2032 [2] Zubaľ, M., Lojka, T., & Zolotová, I. (2016, January). IoT gateway and industrial safety with computer vision. In Applied Machine Intelligence and Informatics (SAMI), 2016 IEEE 14th International Symposium on (pp. 183-186). IEEE. [3] Walsh, R., & Hornsby, A. (2011, January). Towards off-the-shelf computer visionforuserinteractionin consumer homes. In Consumer Electronics (ICCE), 2011 IEEE International Conference on (pp. 121- 122). IEEE. [4] Mekhalfi, M. L., Melgani, F., Bazi, Y., & Alajlan, N. (2015). A compressive sensing approach to describe indoor scenes for blind people. IEEE Transactions on Circuits and Systems for Video Technology, 25(7), 1246-1257. [5] Hub, A., Diepstraten, J., & Ertl, T. (2004, October). Design and development of an indoor navigation and object identification system for the blind. In ACM Sigaccess Accessibility and Computing (No. 77-78, pp. 147-152). ACM. [6] Yelamarthi, K., Haas, D., Nielsen, D., & Mothersell, S. (2010, August).RFIDandGPSintegratednavigation system for the visually impaired. In Circuits and Systems (MWSCAS), 2010 53rd IEEE International Midwest Symposium on (pp. 1149-1152). IEEE. [7] “Digital image processing”, Rafael Gonzalez and Richard E. Woods, Addison-Wesley, 2002