Digital Image Processing detailed syllabus for Geoinformatics Engineering (Geo) for 2021 regulation curriculum has been taken from the Anna University official website and presented for the Geo students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Geoinformatics Engineering 4th Sem scheme and its subjects, do visit Geo 4th Sem 2021 regulation scheme. The detailed syllabus of digital image processing is as follows.
Course Objectives:
Download the iStudy App for all syllabus and other updates.
Unit I
FUNDAMENTALS OF IMAGE PROCESSING 9 Definition – Image Representation – Steps in DIP– Components – Elements of Visual Perception -Image Formation – Image Sampling and Quantization- Image acquisition, storage and retrieval -Relationships between pixels – Color image fundamentals – RGB, HSI models- data products -satellite data formats – Digital Image Processing Systems – Hardware and software design consideration.
Unit II
Download the iStudy App for all syllabus and other updates.
Unit III
IMAGE ENHANCEMENT 9 Image characteristics- point, local and regional operation – contrast, spatial feature and multi-image manipulation techniques – level slicing, contrast stretching, spatial filtering, edge detections – Fourier transform-FFT, DFT – Band ratio – Principal Component Analysis (PCA) – Scale-space transform-multi-image fusion.
Unit IV
Download the iStudy App for all syllabus and other updates.
Unit V
ADVANCED CLASSIFIERS 9 Texture based classification -Segmentation (Spatial, Spectral)-regions Fuzzy set classification -Object based classifiers – Deep Learning – Artificial Neural nets: Hebbian leaning – Adaline, Madaline, BPN – hybrid classifiers – Neuro – Fuzzy models- Expert system – Knowledge based systems,
Course Outcomes:
Download the iStudy App for all syllabus and other updates.
Text Books:
- John,R.Jensen, Introductory Digital Image Processing, Prentice Hall, NewJersey, 2021 Fourth edition.
- Robert,A.Schowengergt, Techniques for Image Processing and classification in Remote Sensing,1983.
Reference Books:
- Robert, G. Reeves,-Manual of Remote Sensing Vol.I &II- American Society of Photogrammetry ,Falls ,Church, USA,1983.
- John.A Richards, Remote sensing digital Image Analysis – An Introduction Springer-Verlag, Fifth Edition, 2014.
- Digital Image Processing by Rafael C. Gonzalez, Richard Eugene Woods – Pearson/Prentice Hall,Fourth edition, 2022.
- Fundamentals of Digital Image Processing by Annadurai Pearson Education (2007)
For detailed syllabus of all other subjects of Geoinformatics Engineering, 2021 regulation curriculum do visit Geo 4th Sem subject syllabuses for 2021 regulation.
For all Geoinformatics Engineering results, visit Anna University Geo all semester results direct link.