Machine VIsion and Image Processing detail syllabus for Production Engineering & Industrial Production Engineering (PE & IPE), 2019-20 scheme is taken from AKTU official website and presented for AKTU students. The course code (RME066), and for exam duration, Teaching Hr/Week, Practical Hr/Week, Total Marks, internal marks, theory marks, and credits do visit complete sem subjects post given below.
For all other pe & ipe 6th sem syllabus for b.tech 2019-20 scheme aktu you can visit PE & IPE 6th Sem syllabus for B.Tech 2019-20 Scheme AKTU Subjects. For all other Departmental Elective-2 subjects do refer to Departmental Elective-2. The detail syllabus for machine vision and image processing is as follows.
Unit I
For the complete syllabus, results, class timetable and more kindly download iStudy. It’s a lightweight, easy to use, no images, no pdfs platform to make student’s life easier.
Unit II
Image Enhancement in the spatial domain 4L Basic gray level transformations-histogram processingEnhancement using arithmetic/logic operations-Basics of spatial filtering-comparison between smoothing and sharpening spatial filters.
Unit III
Image Enhancement in the frequency domain 4L 1D Fourier transform-2D Fourier transform and its Inverse-Smoothing & sharpening frequency domain filters (Ideal, Butterworth, Gaussian)-homomorphic filtering.
Image compression 4L Fundamentals-Image compression, Error-free compression: Huffman coding, block coding, constant area coding, variable length coding; bit-plane coding; lossless predictive coding.
Unit IV
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Unit V
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2D & 3D vision 6L 16 Competing technologies, principle, CCD, Videcon and other cameras, data capture. Triangulation geometry, resolution, passive and active 3-D stereo imaging, data processing
Reference Books:
- Principles of Artificial Intelligence by N.J.Nilsson, Kaufmann.
- Introduction to AI and Expert Systems by D.W.Patterson, Prentice Hall.
- Rajiv Chopra, Machine Learning, Khanna Publishing House
- Image Processing, Analysis and Machine Vision by Milan Sonka, Vaclav Hlavac, Roger Boyle, 2nd Edition, PWS Publishers.
- Robotics (Control, Sensing, Vision and Intelligence) by K. S. Fu, R. C. Gonzalez and C. S. G. Lee, McGrawHill Publications.
For detail syllabus of all other subjects of B.Tech Pe & Ipe, 2019-20 regulation do visit Pe & Ipe 6th Sem syllabus for 2019-20 Regulation.
Don’t forget to download iStudy for the latest syllabus, results, class timetable and more.