Image and Video Processing Detailed Syllabus for Digital Systems & Computer Electronics M.Tech first year first sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Image and Video Processing M.Tech 2017-2018 (R17) first year first sem is as follows.
M.Tech. I Year I Sem.
UNIT – I : Fundamentals of Image Processing and Image Transforms: Basic steps of Image Processing System Sampling and Quantization of an image, Basic relationship between pixels. Image Segmentation: Segmentation concepts, Point, Line and Edge Detection, Thresholding, Region based segmentation.
UNIT – II : Image Enhancement: Spatial domain methods: Histogram processing, Fundamentals of Spatial
filtering, Smoothing spatial filters, Sharpening spatial filters. Frequency domain methods: Basics of filtering in frequency domain, image smoothing, image sharpening, Selective filtering.
UNIT – III : Image Compression: Image compression fundamentals – Coding Redundancy, Spatial and Temporal redundancy, Compression models: Lossy & Lossless, Huffman coding, , Bit plane coding, Transform coding, Predictive coding, Wavelet coding, Lossy Predictive coding, JPEG Standards.
UNIT – IV : Basic Steps of Video Processing: Analog Video, Digital Video. Time-Varying Image Formation models: Three-Dimensional Motion Models, Geometric Image Formation, Photometric Image Formation, Sampling of Video signals, filtering operations.
UNIT – V : 2-D Motion Estimation: Optical flow, General Methodologies, Pixel Based Motion Estimation, Block Matching Algorithm, Mesh based Motion Estimation, Global Motion Estimation, Region based Motion Estimation, Multi resolution motion estimation, Waveform based coding, Block based transform coding, Predictive coding, Application of motion estimation in Video coding.
TEXT BOOKS:
- Gonzalez and Woods, “Digital Image Processing”, 3rd Edition. Pearson.
- Yao Wang, Joem Ostermann and Ya–quin Zhang, “Video Processing and Communication”, 1st Edition. PH Int.
REFRENCE BOOKS:
- Gonzalez and Woods, “Digital Image Processing using MATLAB”, 2nd Edition., Mc Graw Hill, 2010
- Milan Sonka, Vaclan Hlavac, “Image Processing Analysis and Machine Vision”, 3rd Edition., CENGAGE, 2008
- A Murat Tekalp, “Digital Video Processing”, PERSON, 2010
- S.Jayaraman, S.Esakkirajan, T.Veera Kumar, “Digital Image Processing ”, TMH, 2009
For all other M.Tech 1st Year 1st Sem syllabus go to JNTUH M.Tech Digital Systems & Computer Electronics 1st Year 1st Sem Course Structure for (R17) Batch.
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