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Final Project presentation on Image processing based intelligent traffic control system+matlab gui

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This is final project presentation on Image processing based intelligent traffic control system+matlab gui.

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  • DOWNLOAD THAT BOOKS INTO AVAILABLE FORMAT (2019 Update) ......................................................................................................................... ......................................................................................................................... Download Full PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download Full EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download Full doc Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download PDF EBOOK here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download EPUB Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... Download doc Ebook here { http://bit.ly/2m6jJ5M } ......................................................................................................................... ......................................................................................................................... ................................................................................................................................... eBook is an electronic version of a traditional print book that can be read by using a personal computer or by using an eBook reader. (An eBook reader can be a software application for use on a computer such as Microsoft's free Reader application, or a book-sized computer that is used solely as a reading device such as Nuvomedia's Rocket eBook.) Users can purchase an eBook on diskette or CD, but the most popular method of getting an eBook is to purchase a downloadable file of the eBook (or other reading material) from a Web site (such as Barnes and Noble) to be read from the user's computer or reading device. Generally, an eBook can be downloaded in five minutes or less ......................................................................................................................... .............. Browse by Genre Available eBooks .............................................................................................................................. Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, ......................................................................................................................... ......................................................................................................................... .....BEST SELLER FOR EBOOK RECOMMEND............................................................. ......................................................................................................................... Blowout: Corrupted Democracy, Rogue State Russia, and the Richest, Most Destructive Industry on Earth,-- The Ride of a Lifetime: Lessons Learned from 15 Years as CEO of the Walt Disney Company,-- Call Sign Chaos: Learning to Lead,-- StrengthsFinder 2.0,-- Stillness Is the Key,-- She Said: Breaking the Sexual Harassment Story That Helped Ignite a Movement,-- Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad Ones,-- Everything Is Figureoutable,-- What It Takes: Lessons in the Pursuit of Excellence,-- Rich Dad Poor Dad: What the Rich Teach Their Kids About Money That the Poor and Middle Class Do Not!,-- The Total Money Makeover: Classic Edition: A Proven Plan for Financial Fitness,-- Shut Up and Listen!: Hard Business Truths that Will Help You Succeed, ......................................................................................................................... .........................................................................................................................
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Final Project presentation on Image processing based intelligent traffic control system+matlab gui

  1. 1. TRAFFIC CONTROL USING IMAGE PROCESSING SUBMITTED BY KAMRAN SHAHID BAIG AMBER DEEP SINGH
  2. 2. CONTENTS 1.Introduction 2.TRAFFIC CONTROL USING IMAGE PROCESSING 3.Block Diagram 4.MATLAB 5.Results 6.Conlusion 7.Future Scope 8.References
  3. 3. INTRODUCTION 1. What is traffic control using image processing 2. How it differs from ordinary traffic control 3. Why Image processing
  4. 4. TRAFFIC CONTROL USING IMAGE PROCESSING Image Processing: Processing images using digital computers 1.Image Acquisition: Camera etc 2.Image Pre-processing Image Rescaling RGB to Gray conversion 3.Edge Detection Canny
  5. 5. BLOCK DIAGRAM
  6. 6. IMAGE ACQISITION
  7. 7. IMAGE PRE-PROCESSING 1.Image rescaling or resizing Robustness 2.RGB to Grey conversion Colors does not matter for color blinds Various algorithms Simplest G=0.3R+0.59G+0.11B Percieved brightness is often dominated by green component Human Oriented
  8. 8. EDGE DETECTION Various algorithms • Sobel • Prewit • Roberts • Log • Canny etc
  9. 9. CANNY Steps 1. Smooth the input with Gaussian filter. 2. Compute the gradient magnitude and angle images. 3. Apply nonmaxima suppression to the gradient magnitude image. 4. Use double thresholding and connectivity analysis to detect and link images.
  10. 10. MATCHING Matching is the most important step in various image processing applications. Pattern Vector Matric defining pattern vectors One example: Minimum distance Euclidean distance
  11. 11. MATLAB 1. Matrix Laboratories 2. It integrates computation, visualization, and programming environment. 3. Exciting features 1. Simulink. 2. GUI >> We have used GUIDE to make GUI.
  12. 12. GUI >> Stands for Graphic User Interface. >> Programming very difficult, however use of GUIDE simplifies the problem to greater
  13. 13. RESULTS MATCHING 50-70% MATCHING 30-50%
  14. 14. RESULT CONTINUED 100% MATCH LESS THAN 30% MATCH
  15. 15. CONCLUSION Drawback of earlier methods >> Wastage of time by lighting green signal even when road is empty. Image processing removes such problem. Slight difficult to implement in real time because the accuracy of time calculation depends on relative position of camera.
  16. 16. FUTURE WORK The focus shall be to implement the controller using DSP as it can avoid heavy investment in industrial control computer while obtaining improved computational power and optimized system structure. The hardware implementation would enable the project to be used in real-time practical conditions. In addition, we propose a system to identify the vehicles as they pass by, giving preference to emergency vehicles and assisting in surveillance on a large scale.
  17. 17. REFERENCES 1. Digital image processing by Rafael C. Gonzalez and Richard E. Woods. 2. M. Siyal, and J. Ahmed, “A novel morphological edge detection and window based approach for real-time road data control and management,” Fifth IEEE Int. Conf. on Information, Communications and Signal Processing, Bangkok, July 2005, pp. 324-328. 3. Y. Wu, F. Lian, and T. Chang, “Traffic monitoring and vehicle tracking using roadside camera,” IEEE Int. Conf. on Robotics and Automation, Taipei, Oct 2006, pp. 4631– 4636
  18. 18. THANK YOU

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