Electrical Engineering

Indian Institute of Technology Bombay

EE 610 – Image Processing

EE 610 – Image Processing

EE 610 – Image Processing

EE 610 – Image Processing

Image representation – Grayscale and color Images, image sampling, and quantization; Two-dimensional orthogonal transforms – DFT, FFT, WHT, Haar transform, KLT, DCT; Image enhancement – filters in spatial and frequency domains, histogram-based processing, homomorphic filtering; Edge detection – non-parametric and model-based approaches, LOG filters, localization problem; Image Restoration – PSF, circulant and block – circulant matrices, deconvolution, restoration using inverse filtering, Wiener filtering, and maximum entropy-based methods; Mathematical morphology – binary morphology, dilation, erosion, opening and closing, duality relations, grayscale morphology, applications such as hit-and-miss transform, thinning, and shape decomposition; Computer tomography – parallel beam projection, Radon transform, and its inverse, Back-projection operator, Fourier-slice theorem, CBP and FBP methods, ART, Fan beam projection; Image communication – JPEG, MPEGs, and H.26x standards, packet video, error concealment; Image texture analysis – co-occurrence matrix, measures of textures, statistical models for textures. Misc. topics such as – Hough Transform, boundary detection, chain coding, and segmentation, thresholding methods.

Latest Semester

2021-2022 Autumn

Programs

PG

Latest Instructor

Substitutions

Not Applicable

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EE 610 – Image Processing

Latest Semester

2021-2022 Autumn

Programs

PG

Latest Instructor

Substitutions

Not Applicable

EE 610 – Image Processing

Latest Semester

2021-2022 Autumn

Programs

PG

Latest Instructor

Substitutions

Not Applicable

IIT Bombay was established in the year 1957 and the department of Electrical Engineering (EE) has been one of its major departments since its inception.

Contact Us

IIT Bombay was established in the year 1957 and the department of Electrical Engineering (EE) has been one of its major departments since its inception.

Contact Us

IIT Bombay was established in the year 1957 and the department of Electrical Engineering (EE) has been one of its major departments since its inception.

Contact Us

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About | IITBEducation | Research | Site Map | Feedback | RTI | Contact Us

© , IITB. All rights reserved.

About | IITBEducation | Research | Site Map | Feedback | RTI | Contact Us

© 2023, IITB. All rights reserved.