Biomedical Image Processing
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Biomedical Image Processing Syllabus — Unit-wise Content
The official GTU curriculum for Biomedical Image Processing (subject code 3170308) as prescribed for Biomed · Semester 7 divides the course into 5 units, covering 31 listed topics. The unit-wise breakdown below is read from the GTU syllabus document for this subject code, so you can check what the course actually covers before deciding which papers to attempt.
Download the official syllabus PDF (3170308)Unit 1 Fundamentals of Digital Image Image formation, visual perception, CCD & CMOS Image sensor, Image sampling
- Two dimensional Sampling theory
- Hexagonal Sampling and Non Uniform Sampling
- Optimal sampling
- Image quantization
- Non uniform Quantization
- Image formats
- Types of pixel Operations
- Types of neighborhoods
- Color models
Unit 2 Image Enhancement in Spatial and Frequency domain
- Basic gray level transformations
- histogram processing
- Smoothing operations
- Edge Detection-derivative based operation
- filtering in frequency domain
- Smoothing frequency domain filters
- Sharpening frequency domain filters
- Homomorphic filtering
Unit 3 Morphological Image Processing & Image Compression
- Dilation and Erosion
- Opening and Closing
- Hit-or-Miss transformation
- Boundary Extraction
- Region filling
- Extraction of Connected Components
- Convex Hull
Unit 4 Image Segmentation
- Detection of discontinuities
- Point-line- edge detection
- Linear and Circular Hough Transform
- Basic Global and Adaptive Thresholding
- Region Based segmentation
- K-Means Clustering
Unit 5 Image Compression & Description
- 09 Subject Code: 3170308 w.e.f
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