We will go over the major categories of tasks of Computer Vision and we will give examples of applications from each category. With the adoption of Machine Learning and Deep Learning techniques, we ...

Introduction to Computer Vision guides ... you will learn modern deep learning methods, such as neural networks and specific models designed for image recognition, and how it can be used to perform ...

Deep learning (DL) is a type of artificial intelligence (AI) that utilizes artificial neural networks (ANNs) to process data through two or more layers, each of which can ...

The Computer Vision ... learning, few/zero-shot learning, and the shortage of computing resources on embedded devices like mobile via compressing and accelerating deep models. We also develop novel ...

semi-supervised and unsupervised learning, and stochastic optimization techniques. Our research involves (i) fundamental computer vision topics such as video analytics, detecting humans and their ...

Computer vision (CV) and image processing are two closely related ... Security systems use facial recognition and object detection in video surveillance. Medical devices use image classification to ...