ComputerVision

Computer Vision Studies

BLG 453E Computer Vision course assignments given in 2020 at ITU

For the description of the projects, please see the pdf files given in the folders.
In addition, you can find the report files in each folder.

Topics of First Study

(Histogram Matching & Segmentation) Pointwise Image Processing
Image Intensity Transformations, Image Histograms
Point Operations Using Look-up Tables
The Probability Distribution Function(PDF) of an Image
Cumulative Distribution Function(CDF) of an Image
Multi-Band Histogram Calculation
Histogram equalization
Histogram matching
Look Up Table for Histogram Matching
Image Enhancement

Topics of Second Study

(Landmark, Triangulation & Face Morphing)
Geometric Image transforms

Image Warping
Coordinate Mapping
Forward & Backward Mapping
Translation, Scaling & Rotation
Image morphing
Image Rectification

Topics of Third Study

(Sobel Filter, Edge Detector and Corner Detector)
Smoothing Spatial & Sharpening Spatial Filters
Morphological Image Filters
Gaussian Smoothing
Mean-Median Filter
Image Filtering and Enhancement
Edge Detection
Roberts Operator, Sobel Operator
Line Detection Masks/Filters
Point Detection
The Canny edge detector

Topics of Fourth Study

(Lucas-Kanade Algorithm & Find the Celebrities who are most Similar to You)
K means Clustering
Segmentation as a Clustering Problem
Motion Estimation

Topics of Fifth Study

(Hough Circle Detection, 3D Image Segmentation)
Region Growing
Pixel Connectivity
Recall Segmentation based on Thresholding