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Computer Vision BAI151A

Computer Vision BAI151A

Computer Vision BAI151A

Course Code: BAI151A

Credits: 03

CIE Marks: 50

SEE Marks: 50

Total Marks: 100

Exam Hours: 03

Total Hours of Pedagogy: 40T

Teaching Hours/Weeks: [L:T:P:S] 3:0:0:0

Introduction: What is computer vision? A brief history.

Image Formation: Photometric image formation, The digital camera.

Image processing: Point operators, Linear filtering.

Image processing: More neighborhood operators, Fourier transforms, Pyramids and wavelets, and Geometric transformations.

Image Restoration and Reconstruction: A model of Image degradation/restoration process, restoration in the presence of noise only, periodic noise reduction by frequency domain filtering.

Image Segmentation: Fundamentals, Point, Line and edge detection, thresholding (Foundation & Basic global thresholding only), Segmentation by region growing & region splitting & merging.

Color Image Processing: Color fundamentals, color models, Pseudocolor image processing, full color image processing, color transformations, color image smoothing and sharpening, Using color in image segmentation, Noise in color images.

Morphological Image Processing: Preliminaries, Erosion and Dilation, opening and closing, Hit-ormiss transform, some basic morphological algorithms.

Feature Extraction: Background, Boundary preprocessing (Boundary following & Chain codes only).

Image pattern Classification: Background, Patterns and classes, Pattern classification by prototype matching (Minimum distance classifier only).

2022 SCHEME QUESTION PAPER

Important Question

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Aina
Aina
01-01-2025 11:21 PM

Please upload Computer vision important questions and model papers

Anis kudachi
Anis kudachi
10-01-2025 12:00 PM

Plz send cv important questions

Gayathri
Gayathri
18-01-2025 2:23 PM

Please upload the model paper and answers

Krish
Krish
19-01-2025 10:40 AM

Plz upload the model paper and regular paper

Pradeep
Pradeep
19-01-2025 1:39 PM

give answers

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