I am going to do the thesis on deep fake image detetction using sift, i would be focusing on pre processing and matrices, which lecture should i take

I am doing my thesis on deep fake image detection using SIFT algorithm, I want to learn all the essentials of matlab regarding it, I would be using 2 or maore images for deep fake detetction so I would be focussing on the pre processing of SIFT images and also the matices used to check the accuracy of sift using threshold and euclidean distance, as well as Normalize correlation and intersectionj technjiques. Which tutorials or lectures should i follow for learning it all

Answer 1

[Pratheek]

Hi Yameen Mohsan,

I understand that you want to use SIFT algorithm for deepfake image detection in matlab.

If you are new to matlab, this MATLAB Onramp | Self-Paced Online Courses - MATLAB & Simulink (mathworks.com) will be a great start. This will cover all the fundamentals(Matrix manipulations and etc.) to start using Matlab.

For Image pre-processing Get Started with Image Preprocessing and Augmentation for Deep Learning - MATLAB & Simulink (mathworks.com) use this resource.

For feature extraction you can refer to this Feature Detection and Extraction - MATLAB & Simulink (mathworks.com)

Hope this helps!