Displaying 338 resources
Multiple Drone Mission Planning and Control
In this lecture, first the audiovisual shooting mission is formally defined.
The Machine Learning of Time: Past and Future
This resource corresponds to the 2nd video from the AI Excellence Lecture Series.
Explore the evolution of machine learning in understanding and harnessing the concept of time.
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society.
Shape Description
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.
Region Segmentation
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.
Adversarial Machine Learning
This lecture overviews Adversarial Machine Learning that has many applications in DNN robustness and in privacy protection.
Parameter Estimation
This lecture overviews Parameter estimation that has many applications in Statistics and Pattern Recognition.
Fast 3D Convolution algorithms
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.
2D Digital Filter Design and Implementation
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 .
3D Image and Video Quality
This lecture overviews 3D Image and Video Quality that has many applications in stereoscopic imaging, 3D TV and 3D cinema.
Image Acquisition
This lecture overviews that has many applications in computer vision, digital imaging, social media and media production.
Course on Continual Learning (given at ESSAI 2023)
5 lectures on continual learning, given at ESSAI 2023.