Course information

Face Recognition Training Course Outline

Module 1: Introduction to Face Recognition and Face Detection

  • What is Face Recognition?
  • Face Recognition Processing
  • Analysis in Face Subspaces

Module 2: Overview of Face Detection

  • Face Detection
  • Appearance-Based and Learning Based Approaches
  • Pre-Processing

Module 3: Modelling Facial Shape and Appearance

  • Statistical Models of Appearance
    • Statistical Shape Models
    • Face Shape Variation
    • Statistical Models of Texture

Module 4: Overview of Parametric Face Modelling and Tracking

  • Parametric Face Modelling
  • Model-Based Trackers: First-Frame Models or Statistical Models

Module 5: Illumination Modelling for Face Recognition

  • Using PCA for Generating Linear Lighting Models
  • Harmonic Reflectances

Module 6: Facial Skin Colour Modelling

  • Skin Colour Models
    • Single Images
    • Image Sequences

Module 7: Face Recognition in Subspaces

  • Face Space and its Dimensionality
  • Image Space Versus Face Space
  • Linear Subspaces
  • Recognition with Sets

Module 8: Face Tracking and Recognition from Video

  • Overview of Face Tracking and Recognition from Video
  • Time Series State Space Model for Recognition

Module 9: Face Recognition Across Pose and Illumination

  • Introduction to Face Recognition Across Pose and Illumination
    • Multiview Face Recognition and Face Recognition Across Pose​
    • Illumination Invariant Face Recognition

Module 10: Overview of Morphable Models

  • Morphable Model for Face Analysis
  • 3D Morphable Model Construction
  • Image Analysis with a 3D Morphable Model

Module 11: Facial Expression Analysis

  • Facial Expression Analysis
  • Basic Structure of Facial Expression Analysis Systems
  • Face Detection Methods

Module 12: Face Synthesis and Face Databases

  • Introduction
  • Face Modelling
  • Face Relighting
  • Face Databases

Module 13: Face Recognition Evaluation Methods

  • Standard Performance Measures
  • Open-Set Identification
  • Verification
  • Closed-Set Identification

Module 14: Neural and Psychological Perspectives on Human Face Recognition

  • Psychological Aspects of Face Perception and Recognition
  • Facial Expressions, Movement, and Social Signals

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Who should attend this Face Recognition Training Course?

The Face Recognition Training is a comprehensive program designed to provide participants with the knowledge and skills needed to understand and implement face recognition technology. The course is useful for the following professionals:

  • Computer Vision Engineers
  • Software Developers
  • Security and Surveillance Experts
  • Application Developers
  • Biometric System Developers
  • Application Developers
  • Privacy and Ethics Advocates

Prerequisites of the Face Recognition Training Course

There are no formal prerequisites for the Face Recognition Training. However, a basic understanding of facial recognition technology can be beneficial.

Face Recognition Training Course Overview

Face recognition is a type of technology used to identify or verify or an individual’s identity by using their face. Face recognition systems can recognise people in pictures, video, or in real-time. This Face Recognition Training course is designed to provide extensive knowledge of the technological workings of face recognition. Delegates will learn about face recognition processing, techniques for face detection and statistical learning methods.

Specific topics covered include how to align facial shape and texture with an input image, as well as illumination modelling for face recognition and facial skin colour modeling. In addition, delegates will learn how to address the problems of face tracking and recognition when working from a video sequence of images.

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What’s included in this Face Recognition Training Course

  • World-class Training Sessions from Experienced Instructors
  • Face Recognition Training Certificate
  • Digital Delegate Pack

Why choose us

Our Sacramento venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Sacramento is situated near central valley at the joining of the Sacramento River and the American River, as well as it being the capital city of California it is also the sixth largest city within California and is home to around 485,199 people within 2014. Sacramento also has a metropolitan population of an estimated 2,414, 783 in 2010 therefore ranking it in third place as the largest metropolitan population within California. Sacramento is also the seat to the government of Sacramento County, and America’s most diverse city as of Harvard University civil rights project in 2002. There are a number of different types of schools, which are public, private or independent, the independent schools within Sacramento include the Waldorf School and the Sacramento Country Day School which was run by the California Association of Independent Schools as opposed to being one of the Roman Catholic Independent schools. The Public schools include Natomas Unified School District, Twin Rivers Unified School District, Sacramento City Unified School District and Elk Grove Unified School District. Some of the Universities within the city include Sacramento State (California State University, Sacramento) and University of California. Sacramento State University plays a big part in the education of students, as of 2004 they enrolled roughly 22,555 undergraduates within the eight colleges it operates. There is also a few universities with campuses in Sacramento which include the McGeroge School of law – University of Pacific, National University, Western Seminary and the University of San Francisco. All of the Universities offer students different types of courses and degrees some of which include graduate, undergraduate, bachelors, masters and doctoral degrees. Subjects can also differ depending on the institution with regards to public health sciences, administration, project management, business, sciences, law, counselling, education, mathematics, engineering, arts, sports and many more. Sacramento also consists of different schools which practise religion, these being an Islamic school the Masjid Annur, Christian schools such as the Sacramento Adventist Academy and the Capital Christian School as well as a Jewish school which is the Shalom School.

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Address

Sacremento, California

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Face Recognition Training. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Face Recognition Training, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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What our customers are saying

Face Recognition Training FAQs

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The training fees for certification in Sacramento starts from $3195
The Knowledge Academy is the Leading global training provider for .
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Face and Speech Recognition

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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