Gurpreet Singh OSRS Presentation

8/12/2019 Gurpreet Singh OSRS Presentation

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GURPREET SINGHCITY COLLEGE OF NEW YORK

COMPUTER SCIENCE DEPARTMENT

EXPECTED GRADUATION: 2015


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PROFILE

Areas of Interest: Software Engineering,Computer Graphics, Image Processing,

Artificial Intelligence

Career Goals: Software Development,Software Engineering, Web Development

Researched and developed in different areasof engineering

Artificial Intellige


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COMP. SCIENCE AND AUTOMATION

Artificial Intelligence (Google Car)

xBot - Xbox 360 controller

Quadcopter

Google Car

X-Bot Robot Controller

Quadcopter


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OBJECTIVES

Design a server room In Solidworks

Image Processing using Python


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SOLIDWORKS DESIGNS

Heart

Sports Equipment

Frisbee


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DESIGN OF A SERVER ROOM


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SERVERS

Process requests and deliver data to other client or computerslocal network or the Internet.

Types of Servers: Web Servers, E-mail Servers, Game ServeServers

Example: GOOGLE.COM


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COMPONENTS OF A SERVER ROOM

Servers (Hard Drives, Server )

Air Conditioning

Room Fire Protection

Security

Server


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SERVER ROOM VIDEO


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HISTOGRAM EQUALIZATIO


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READING AN IMAGE HISTOGRAM

Tire Image Tire Image Histogram


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HISTOGRAM EQUALIZATION

Technique used to enhance a image such that the histogram of the output image auniformly or equally distributed.

Uses the cumulative distribution function (CDF) to distributes the pixel intensity.

()= x {0, 0.1, , 1}


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NUMERICAL EXPLANATION OF HIST. EQ

The histogram of a digital image is the function:

The function used for the transformation to obtain Hist. Eq. is:

L 1 =

To call the function in python, use the following function: exposure.equalize_hist(img)


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CONTINUED

Consider the following 2 bitImage with 4 different colors.

1 2 0 12 2 3 01 1 0 10 3 2 2

Image Normal Hist. CDF CDF0 4/16 4/16 3* 4/1 5/16 9/16 3* 9/2 5/16 14/16 3* 143 2/16 16/16 3* 16

Sum = 1

Equalized Image2 3 1 23 3 3 12 2 1 21 3 3 3

Equalized Image Histogram0 0/161 4/162 5/163 7/16


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NASA IMAGE: FRESH CRATERS ON THMOON

http://visibleearth.nasa.gov/view.php?id=39769


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TRANSFORMED IMAGE


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NASA IMAGE: EL PASO AND CIUDADJUAREZ


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TRANSFORMED IMAGE


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REFERENCES Solem, Jan Erik " Histogram equalization with Python and NumPy Solem's Vision Blog .Mo

2009. http://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.html.

Darren Murph xBot dictates Xbox 360 controller, racks up gamer points. Feb 18th, 2007http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-poin

Robert Simmon Fresh Craters on the Moon and Earth. August 12, 2009http://eoimages.gsfc.nasa.gov/images/imagerecords/39000/39769/crater_lro_2009206_lrg.jp

John Markoff Google Cars Drive Themselves, in Traffic October 9, 2010

http://www.nytimes.com/2010/10/10/science/10google.html?pagewanted=all&_r=0
http://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://eoimages.gsfc.nasa.gov/images/imagerecords/39000/39769/crater_lro_2009206_lrg.jpghttp://www.nytimes.com/2010/10/10/science/10google.html?pagewanted=all&_r=0http://www.nytimes.com/2010/10/10/science/10google.html?pagewanted=all&_r=0http://www.nytimes.com/2010/10/10/science/10google.html?pagewanted=all&_r=0http://www.nytimes.com/2010/10/10/science/10google.html?pagewanted=all&_r=0http://eoimages.gsfc.nasa.gov/images/imagerecords/39000/39769/crater_lro_2009206_lrg.jpghttp://eoimages.gsfc.nasa.gov/images/imagerecords/39000/39769/crater_lro_2009206_lrg.jpghttp://eoimages.gsfc.nasa.gov/images/imagerecords/39000/39769/crater_lro_2009206_lrg.jpghttp://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.engadget.com/2007/02/18/xbot-dictates-xbox-360-controller-racks-up-gamer-points/http://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.htmlhttp://www.janeriksolem.net/2009/06/histogram-equalization-with-python-and.html

Gurpreet Singh OSRS Presentation

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