| Course Name | Image Analysis |
| Course Code | 15ECE329 |
| Program | B. Tech. in Electronics and Communication Engineering |
| Year Taught | 2019 |
Review of basics of image processing – Image restoration – Image segmentation: Thresholding – Edge-based segmentation – Region based segmentation – Matching – Evaluation issues in segmentation – Image morphology – Basic morphological concepts – Dilation and erosion – Skeletons and object marking – Granulometry – Morphological segmentation and watersheds.
Image representation and description – Chain Codes – Polygonal approximations using minimum perimeter polygons – Other polygonal approximation – Approaches – Signatures – Boundary descriptors – Regional descriptors – Use of principal components for description- Introduction to object recognition.
Applications: Medical image analysis. Medical imaging modalities: Planar X-Ray imaging – X-Ray computed tomography – Magnetic resonance imaging – Nuclear imaging – Ultrasonography. Document Image Analysis: Document Image binarization – Noise reduction – Document cleaning – Text segmentation – Optical character recognition.
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