X-Ray Spectroscopy for Electrostatic Potential and Material Determination of Space Objects

X-Ray Spectroscopy for Electrostatic Potential and Material Determination of Space Objects

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Product Code: Matlab - Automation
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Product Description

Abstract:

          X-ray security baggage screening systems are widely installed in almost every station/airport to ensure public transport security. But the reliability of manual detection has been undesirable in real situation. For a baggage screener, detecting the prohibited items is usually so laborious and boring that missing some threatening items is unavoidable in practice. Especially, in rush hours, passengers usually take a lot of time waiting for security checking in line. A reliable automatic prohibited item detection system is thus favorable for speeding up the screening process as well as improving the accuracy of threat detection. X-ray generation is related to the landing energy of the electrons when they reach the material, which is a function of the voltage of the material and the energy of the electron beam. By measuring the X-ray emission and knowing the energy of the electron beam, the voltage of the material can be determined.


          A data augmentation method for enriching the X-ray prohibited item images using GAN based approach. First, the foregrounds containing prohibited items are extracted by a Region of Interest (ROI) segmentation algorithm from the collected X-ray security images. Finally, to verify whether the generated images belong to its corresponding class or not based on simple CNN model.


Proposed System:

          A data augmentation method for enriching the X-ray prohibited item images using GAN based approach. First, the foregrounds containing prohibited items are extracted by a Region of Interest (ROI) segmentation algorithm from the collected X-ray security images. Finally, to verify whether the generated images belong to its corresponding class or not based on simple CNN model.


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Software Projects Includes

  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. UML Diagrams
  6. SRS
  7. Source Code
  8. Screen Shots
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  10. Reference Papers
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  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. Datasheets
  6. Circuit Diagrams
  7. Source Code
  8. Screen Shots & Photos
  9. Software Links
  10. Reference Papers
  11. Lit survey
  12. Full Project Documentation
  13. Online support


The Delivery time for Hardware projects is 7-8 working days.

   

Mini Projects: Software Includes

  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. UML Diagrams
  6. SRS
  7. Source Code
  8. Screen Shots
  9. Software Links
  10. Reference Papers
  11. Full Project Documentation
  12. Online support

 

The Delivery time for software Miniprojects is 2 -3 working days.

 

Mini Projects - Hardware includes

  1. Demo  Video
  2. Abstract
  3. PPT
  4. Datasheets
  5. Circuit Diagrams
  6. Source Code
  7. Screen Shots & Photos
  8. Software Links
  9. Reference Papers
  10. Full Project Documentation
  11. Online support

The Delivery time for Hardware Mini projects is 7-8 working days.