YoVDO

3D Face Modeling from a Single RGB Image

Offered By: VinAI via YouTube

Tags

Computer Vision Courses Deep Learning Courses Facial Recognition Courses Image Processing Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the latest techniques in 3D face modeling from single RGB images in this comprehensive seminar. Delve into the two-decade history of estimating 3D face shapes from single images, examining the limitations of classical methods and the challenges posed by in-the-wild conditions. Learn about the rapid advancements in this field driven by deep learning, covering approaches from coarse to fine-grain reconstruction. Gain insights from speaker Anh Tran, a Research Scientist at VinAI with extensive experience in facial image processing and analysis. Discover how modern techniques address challenges such as varying head orientations, facial expressions, lighting conditions, and occlusions to achieve accurate 3D face reconstruction.

Syllabus

Seminar Series: 3D face modeling from a single RGB image


Taught by

VinAI

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera
機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera
Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera
Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera
Leading Ambitious Teaching and Learning
Microsoft via edX