A Webinar on
Signal Processing
in Today’s World
Dr Shilpa Mehta and Ms Natya S, ECE Department
1
Presented by
Dr. Shilpa Mehta , Ms. Natya S
A Sneak Peek Into the Magical World of
Signal Processing
2
Dr Shilpa Mehta and Ms Natya S, ECE Department
Interesting? A Dive into the
Wonderous worlds
• Each Image in the previous Collage, viz.
• The image of the distant supernova,
• The Radar and Sonar tracking Systems
• The MRI / CT / Ultrasound/ X-Ray scan and the images of the internal
parts of human body,
• The Satellite signals which help us in GPS maps,
• The musical effects in today’s concerts,
• The hyper realistic Science fiction movies
• The flying Harry Potter and the colored Mughale Azam
:
• The list is endless…
LET US EXPLORE
3
Dr Shilpa Mehta and Ms Natya S, ECE Department
4
• Signal processing focuses on
• Capturing,
• Modifying,
• Analyzing,
• Synthesizing signals from various sources, such
as Sounds, Images, Space, and Biological.
• Signal processing techniques can be used to
• Improve transmission,
• Storage efficiency subjective quality
• Emphasize or detect components of interest in a measured
signal.
Signal Processing
Dr Shilpa Mehta and Ms Natya S, ECE Department
Some Well Known Domains/ Tools In Signal Processing:
• Speech Signal Processing
• Digital Image Processing
• Fuzzy Logic and Its Engineering Applications
• Multimedia Signal Processing
• Adaptive Signal Processing
• Biomedical Signal Processing
It is done Utilizing many Tools, basically
• Linear Algebra for Engineering)
• Engineering Applications using Matlab and Labview
5
Dr Shilpa Mehta and Ms Natya S, ECE Department
Health Care Field
6
• EEG provides information about
brain activity.
• ECG Signals: condition of
patient’s heart
• Ultra Sound: Multiple but
Mainly foetal studies.
Hearing Aid
ECG reading
Dr Shilpa Mehta and Ms Natya S, ECE Department
Health Care (Cont.)
7
• Ultra Sound: Multiple but
Mainly Prenatal Foetal studies
• Endoscopy, Retinal Scans,
ENT Probing and many other
applications are quite well
known.
Dr Shilpa Mehta and Ms Natya S, ECE Department
Ultrasound image of a developing Foetus in
womb.
Endoscopy of the digestive track
Lie Detection Machine
Health Care (Cont.)
8
CT Scan Machine
A person wearing an EEG-cap &
navigating wheelchair
Dr Shilpa Mehta and Ms Natya S, ECE Department
Multimedia
9
• Generation, storage and
transmission of sound, still
images, motion pictures.
• Video Conferencing
• Digital TV
• CD, Hard Disk etc.,
Dr Shilpa Mehta and Ms Natya S, ECE Department
Mobile Application
10
Dr Shilpa Mehta and Ms Natya S, ECE Department
Music Industry
11
• Recording
• Playback
• Manipulation (mixing, special
effect, bass, treble, echo etc)
• Noise Cancellation
• Speech Recognition
• Synthesis of artificial Speech
(text to speech and vice versa
Dr Shilpa Mehta and Ms Natya S, ECE Department
Film Industry
12
• Special effects are illusions
or visual tricks used in the
theatre, film, television, video
game and simulator industries to
simulate the imagined events in a
story or virtual world.
Dr Shilpa Mehta and Ms Natya S, ECE Department
Industries Application
13
Food Industry
Inspection of Printed Circuit Boards
(PCB’s)
Dr Shilpa Mehta and Ms Natya S, ECE Department
Industries Application (Cont.)
14
Automotive Industry: Driver assistive
technologies based on cameras and/or
radar sensors
Robotic guidance & control
Dr Shilpa Mehta and Ms Natya S, ECE Department
Home Security
15
Dr Shilpa Mehta and Ms Natya S, ECE Department
Smart home Control of Devices
• Smart Home
16
Dr Shilpa Mehta and Ms Natya S, ECE Department
Consumer Comfort Control of Devices using
Signal Processing
• AC – Sensor Senses the room temperature and user
feeds in his target temperature (Both in term of
signals – room temperature is controlled)
17
Dr Shilpa Mehta and Ms Natya S, ECE Department
Consumer Comfort Control of Devices using Signal
Processing
• Controlling Cooking Cycle by checking Temperature in Oven
• Controlling Wash Cycle by Sensing Weight and Dirtyness of
Laundry, and hardness of water in Washing Machine
• Adjusting TV Brightness by sensing Illumination in room
• Turning On and OFF Street Light by sensing the Light status
• Changing Cooling cycle in Refrigerator as per the ambient
weather and temperature.
• Ringing of Fire Alarm and turning on sprinkler on sensing
smoke.
Many Many more…..
18
Dr Shilpa Mehta and Ms Natya S, ECE Department
Applications of Radars in Defense Fields
19
Dr Shilpa Mehta and Ms Natya S, ECE Department
Applications of Sonar
20
Dr Shilpa Mehta and Ms Natya S, ECE Department
Remote Sensing Applications
21
Dr Shilpa Mehta and Ms Natya S, ECE Department
Space Research
22
• The Mars2020 Rover mission use image
processing for navigation on the surface.
• The Earth observation satellites do use some
image processing, especially image compression
to reduce the size of the downlinked data.
• Weather Forecast
Dr Shilpa Mehta and Ms Natya S, ECE Department
Space Research Contd.
• Hubble images of Distant Galaxies
23
Dr Shilpa Mehta and Ms Natya S, ECE Department
Understanding the Cosmos
24
• Solar Flares Sunspots Affecting Earth
• Solar Eclipses and Proof of Einstein’s theory of
Gravity Refuting Newton’s theory of Gravity.
Dr Shilpa Mehta and Ms Natya S, ECE Department
Stock Valuation & Prediction
25
Dr Shilpa Mehta and Ms Natya S, ECE Department
And Many Many Many More ..
26
Dr Shilpa Mehta and Ms Natya S, ECE Department
Tools Used:
27
Dr Shilpa Mehta and Ms Natya S, ECE Department
28
Dr Shilpa Mehta and Ms Natya S, ECE Department
29
Dr Shilpa Mehta and Ms Natya S, ECE Department

Webinar dr-shilpa-signal processing - 20april 2021

  • 1.
    A Webinar on SignalProcessing in Today’s World Dr Shilpa Mehta and Ms Natya S, ECE Department 1 Presented by Dr. Shilpa Mehta , Ms. Natya S
  • 2.
    A Sneak PeekInto the Magical World of Signal Processing 2 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 3.
    Interesting? A Diveinto the Wonderous worlds • Each Image in the previous Collage, viz. • The image of the distant supernova, • The Radar and Sonar tracking Systems • The MRI / CT / Ultrasound/ X-Ray scan and the images of the internal parts of human body, • The Satellite signals which help us in GPS maps, • The musical effects in today’s concerts, • The hyper realistic Science fiction movies • The flying Harry Potter and the colored Mughale Azam : • The list is endless… LET US EXPLORE 3 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 4.
    4 • Signal processingfocuses on • Capturing, • Modifying, • Analyzing, • Synthesizing signals from various sources, such as Sounds, Images, Space, and Biological. • Signal processing techniques can be used to • Improve transmission, • Storage efficiency subjective quality • Emphasize or detect components of interest in a measured signal. Signal Processing Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 5.
    Some Well KnownDomains/ Tools In Signal Processing: • Speech Signal Processing • Digital Image Processing • Fuzzy Logic and Its Engineering Applications • Multimedia Signal Processing • Adaptive Signal Processing • Biomedical Signal Processing It is done Utilizing many Tools, basically • Linear Algebra for Engineering) • Engineering Applications using Matlab and Labview 5 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 6.
    Health Care Field 6 •EEG provides information about brain activity. • ECG Signals: condition of patient’s heart • Ultra Sound: Multiple but Mainly foetal studies. Hearing Aid ECG reading Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 7.
    Health Care (Cont.) 7 •Ultra Sound: Multiple but Mainly Prenatal Foetal studies • Endoscopy, Retinal Scans, ENT Probing and many other applications are quite well known. Dr Shilpa Mehta and Ms Natya S, ECE Department Ultrasound image of a developing Foetus in womb. Endoscopy of the digestive track Lie Detection Machine
  • 8.
    Health Care (Cont.) 8 CTScan Machine A person wearing an EEG-cap & navigating wheelchair Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 9.
    Multimedia 9 • Generation, storageand transmission of sound, still images, motion pictures. • Video Conferencing • Digital TV • CD, Hard Disk etc., Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 10.
    Mobile Application 10 Dr ShilpaMehta and Ms Natya S, ECE Department
  • 11.
    Music Industry 11 • Recording •Playback • Manipulation (mixing, special effect, bass, treble, echo etc) • Noise Cancellation • Speech Recognition • Synthesis of artificial Speech (text to speech and vice versa Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 12.
    Film Industry 12 • Specialeffects are illusions or visual tricks used in the theatre, film, television, video game and simulator industries to simulate the imagined events in a story or virtual world. Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 13.
    Industries Application 13 Food Industry Inspectionof Printed Circuit Boards (PCB’s) Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 14.
    Industries Application (Cont.) 14 AutomotiveIndustry: Driver assistive technologies based on cameras and/or radar sensors Robotic guidance & control Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 15.
    Home Security 15 Dr ShilpaMehta and Ms Natya S, ECE Department
  • 16.
    Smart home Controlof Devices • Smart Home 16 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 17.
    Consumer Comfort Controlof Devices using Signal Processing • AC – Sensor Senses the room temperature and user feeds in his target temperature (Both in term of signals – room temperature is controlled) 17 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 18.
    Consumer Comfort Controlof Devices using Signal Processing • Controlling Cooking Cycle by checking Temperature in Oven • Controlling Wash Cycle by Sensing Weight and Dirtyness of Laundry, and hardness of water in Washing Machine • Adjusting TV Brightness by sensing Illumination in room • Turning On and OFF Street Light by sensing the Light status • Changing Cooling cycle in Refrigerator as per the ambient weather and temperature. • Ringing of Fire Alarm and turning on sprinkler on sensing smoke. Many Many more….. 18 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 19.
    Applications of Radarsin Defense Fields 19 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 20.
    Applications of Sonar 20 DrShilpa Mehta and Ms Natya S, ECE Department
  • 21.
    Remote Sensing Applications 21 DrShilpa Mehta and Ms Natya S, ECE Department
  • 22.
    Space Research 22 • TheMars2020 Rover mission use image processing for navigation on the surface. • The Earth observation satellites do use some image processing, especially image compression to reduce the size of the downlinked data. • Weather Forecast Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 23.
    Space Research Contd. •Hubble images of Distant Galaxies 23 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 24.
    Understanding the Cosmos 24 •Solar Flares Sunspots Affecting Earth • Solar Eclipses and Proof of Einstein’s theory of Gravity Refuting Newton’s theory of Gravity. Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 25.
    Stock Valuation &Prediction 25 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 26.
    And Many ManyMany More .. 26 Dr Shilpa Mehta and Ms Natya S, ECE Department
  • 27.
    Tools Used: 27 Dr ShilpaMehta and Ms Natya S, ECE Department
  • 28.
    28 Dr Shilpa Mehtaand Ms Natya S, ECE Department
  • 29.
    29 Dr Shilpa Mehtaand Ms Natya S, ECE Department

Editor's Notes

  • #14 (1) Digital images of chocolate chip cookies were used to evaluate their size, shape, colour and the fraction of the top surface area that was chocolate chip. (2) Image analysis was used in classification of muscle type, breed ad age of beef. (3) Food cans inspection (4) Colour, size, shape and blemishes are important aspects that have to be taken into account when inspecting vegetables
  • #15 (1) In general, all robotic actions require visual feedback for position determination in welding or other processes. (2) Driver assistive technologies based on cameras and/or radar sensors are: Adaptive Cruise Control (ACC), Forward Collision Warning (FCW), Intelligent Speed Assistance (ISA), Lane Departure Warning (LDW), Lane Keeping System (LKS), Lane Change Assistance, Night Vision Systems, Parking Assistance and so on.