Hello,
I am a researcher and trainer in computer vision, machine and deep learning having PhD in Computer Science with 25+ years of experience. I have worked on several research projects in these domains with few research publications as well. I have strong theoretical knowledge with hands-on experience in AI/ML, Computer Vision, NLP, Python, OpenCV, Tensorflow, PyTorch, MATLAB etc.
I have worked with discrete wavelet transform (DWT) and dual tree complex wavelet transform (DTCWT) for image analysis. The projects are as below:
Surface Texture Analysis using DWT and DTCWT for product quality monitoring
Surface Defect detection using DWT
Both above tasks include wavelet decomposition, feature extraction, training and testing using traditional ML algorithms. Implementation using MATLAB.
Hope to have further discussions in this regard to know more.
Thanks.