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# EC8093 DIGITAL IMAGE PROCESSING Lecture Notes Download

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Department | Electronics Communication Engineering |

Year | 4th Year |

Semester | 8th Semester |

University | Anna University |

Regulation | R2017 |

Subject Code | EC8093 |

Subject Name | DIGITAL IMAGE PROCESSING |

Download File | EC8093 DIGITAL IMAGE PROCESSING Lecture Notes, Books, Important 2 Marks Question and Answers, 16 Mark Question with Answers, Syllabus & Question Bank |

## EC8093 DIGITAL IMAGE PROCESSING Syllabus

UNIT I DIGITAL IMAGE FUNDAMENTALS

Steps in Digital Image Processing – Components – Elements of Visual Perception – Image Sensing and Acquisition – Image Sampling and Quantization – Relationships between pixels – Color image fundamentals – RGB, HSI models, Two-dimensional mathematical preliminaries, 2D transforms – DFT, DCT.

UNIT II IMAGE ENHANCEMENT

Spatial Domain: Gray level transformations – Histogram processing – Basics of Spatial Filtering– Smoothing and Sharpening Spatial Filtering, Frequency Domain: Introduction to Fourier Transform– Smoothing and Sharpening frequency domain filters – Ideal, Butterworth and Gaussian filters, Homomorphic filtering, Color image enhancement.

UNIT III IMAGE RESTORATION

Image Restoration – degradation model, Properties, Noise models – Mean Filters – Order Statistics – Adaptive filters – Band reject Filters – Band pass Filters – Notch Filters – Optimum Notch Filtering – Inverse Filtering – Wiener filtering

UNIT IV IMAGE SEGMENTATION

Edge detection, Edge linking via Hough transform – Thresholding – Region based segmentation – Region growing – Region splitting and merging – Morphological processing- erosion and dilation, Segmentation by morphological watersheds – basic concepts – Dam construction – Watershed segmentation algorithm.

UNIT V IMAGE COMPRESSION AND RECOGNITION

Need for data compression, Huffman, Run Length Encoding, Shift codes, Arithmetic coding, JPEG standard, MPEG. Boundary representation, Boundary description, Fourier Descriptor, Regional Descriptors – Topological feature, Texture – Patterns and Pattern classes – Recognition based on matching.

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## EC8093 DIGITAL IMAGE PROCESSING Lecture Notes Collection

EC8093 DIGITAL IMAGE PROCESSING Notes ( UNIT 1 – UNIT 5) – Download

## EC8093 DIGITAL IMAGE PROCESSING Question Bank With Answers

EC8093 DIGITAL IMAGE PROCESSING Question Bank With Answers – Download

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## EC8093 DIGITAL IMAGE PROCESSING 2 Mark Question With Answers

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EC8093 DIGITAL IMAGE PROCESSING 16 Mark Question With Answers – Download