ADR Awareness Centre

Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.

This lecture overviews Shape Description that has many applications in object recognition and image compression. It covers the following topics in detail: Chain Codes. Polygonal Contour Approximations. Fourier Descriptors. Quadtrees.

This lecture overviews Region Segmentation and Texture Description that have many applications in in image analysis, notably in shape description and object recognition It covers the following topics in detail: Image segmentation by thresholding.

This lecture overviews Adversarial Machine Learning that has many applications in DNN robustness and in privacy protection.

This lecture overviews Parameter estimation that has many applications in Statistics and Pattern Recognition.

This lecture overviews Fast 3D Convolution algorithms that has many applications in the fast implementation of 3D image and video filtering, 3D CNNs and motion estimation.

This lecture overviews 2D Digital Filter Design and Implementation that has many applications in digital image filtering, computer vision (template matching) and convolutional neural networks .

This lecture overviews 3D Image and Video Quality  that has many applications in stereoscopic imaging, 3D TV and 3D cinema.

This lecture overviews that has many applications in computer vision, digital imaging, social media and media production.

5 lectures on continual learning, given at ESSAI 2023.

There is an issue of domain shift in machine learning models, which occurs when models trained on one dataset perform poorly when tested on data from a different source.

External independent and unobtrusive algorithmic audits offer a fresh perspective for understanding AI-based algorithms used in social media and search engines.