| August 29th, 2020 02:58 PM | |
| Anuj Bhola | Sathyabama Institute of Science and Technology B.Tech - BioMedical Engineering SBMA2601 Medical Image And Signal Processing Lab Syllabus Sathyabama Institute of Science and Technology B.Tech - BioMedical Engineering SBMA2601 Medical Image And Signal Processing Lab Syllabus SATHYABAMA INSTITUTE OF SCIENCE AND TECHNOLOGY SBMA2601 MEDICAL IMAGE AND SIGNAL PROCESSING LAB SUGGESTED LIST OF EXPERIMENTS - IMAGE PROCESSING 1. Arithmetic operations on images, Image Negative, Image Cropping 2. Histogram Processing – Techniques 3. Line and Edge detection 4. FFT and DCT of images 5. Contact stretching, Threshold technique - Enhancement 6. Adaptive filters. Sharpening and smoothing Filters. 7. Restoration filters- Median Filtering, Mean, Min-Max, Band pass/Rejects, and notch. 8. Compression technique 9. Basic Morphological Operations 10. Segmentation using watershed transform SUGGESTED LIST OF EXPERIMENTS - SIGNAL PROCESSING 1. Representation of basic signals 2. Sampling and Quantization 3. Fast Fourier transform of the signals 4. Circular convolution and Linear convolution 5. Digital IIR filter (Butter worth &Chebyshev) 6. FIR filter design (Hamming &Hanning) 7. Correlation of the signals 8. Analysis of EEG & ECG signal 9. Detection of QRS complex in ECG 10. Analysis of EMG signal COURSE OUTCOMES On completion of the course, student will be able to CO1 - Describe various components of digital image and signal processing tool. CO2 - Illustrate the steps involved in processing digital images. CO3 - Devise new approach to solve issues in certain applications. CO4 - Apply the signal processing algorithms for real time bio-signals. CO5 - Analyze the characteristics of the signal and Design digital filters for bio signal processing. CO6 - Assess the impact of image and signal processing tool for biomedical application. |
