You will build tool extract color histograms the rgb and hsv color spaces
Multimedia Content Management
Introduction:
Task 1
This method will calculate the histograms of an image in RGB space.
ColorFeatureExtractionTool::GetHistogramHSV(...)
Task 2
similarity/distance in the following table for each experiment.
The following experiments are to be reported. All experiments use the image “rose0.jpg” as a query and rank the rest of the images using a selected color feature and similarity/distance measure.
Experiments:
Color histogram in the RGB color space and L1 distance;
Color histogram in the RGB color space and L2 distance;
Task 3
The number of categories shall be 10. The categories can be “trees”, “sea”, “Sydney opera house”, “rose”, etc. You are free to decide the categories that you are going to use;
The number of images in each category shall be 20.
Report
Write a report in PDF format that includes the following parts:
Explanation of the color spaces, the process to extract the color histograms, and the process to create the image database in one to two pages.
You must include the command-line to generate the results for the experiments in Task 2.
You do NOT need to submit the image database created in Task 3 but need to include at least one example image for each category in the report.
Submission
Submit the file from Moodle.