illustrate
I am not a professional algorithm engineer myself, I just do some algorithm work. It is a bit confusing to get in touch with the field of live recognition, so some review articles and papers on the Internet are very important to me, allowing me to have a general perceptual understanding when I don't know anything about the knowledge in this field.
Here I list the articles and papers that I feel good about, and I hope it will be helpful to you too.
Roundup Blog
Introduction to the overview of liveness detection algorithms in face recognition : The 19-year article introduces both the traditional machine learning scheme and the deep learning scheme, which is easy to understand.
Introduction to Liveness Detection in Face Recognition : Written in 17 years, it is not a very formal review. It is a study note written by a development engineer. Design some open source engineering links and some paper introductions.
github: ChanChiChoi/awesome-Face_Recognition
Introduction : This github project is a directory that collects face-related papers, including papers on live recognition. Click "Face Anti-Spoofing && Face Attack && Face Privacy;" at the beginning of the article to jump to the paper part of live recognition, most of the classic papers are there.
CV Study Notes (27): Summary of Liveness Detection ①Introduction : It is mainly an introduction to several classic liveness recognition papers based on traditional machine learning methods.
CVPR 2019 ChaLearn Face Anti-spoofing TOP3 Summary
CVPR2019 | Face Anti-counterfeiting Detection Challenge-Russian startups won the championship, Chinese and American companies ranked second and third (attached paper code and competition model analysis)
Introduction: Introduction to the top three of CVPR 2019 and compare.
CVPR & AAAI 2020 | Introduction to the latest progress in face detection : mainly an introduction to several conference papers in 2020. Here are all methods based on deep learning.
【Live detection】Face live detection, infrared face data collection introduction
: introduces commonly used data sets.
Review Papers
A review of live face detection
Introduction: The review papers published in domestic journals are of much higher quality than ordinary blogs. January 22.
AN OVERVIEW OF FACE LIVENESS DETECTION
Introduction : 14 years of papers, mainly the introduction of traditional methods
Deep Learning for Face Anti-Spoofing: A Survey
Open source address: ZitongYu/DeepFAS
Introduction : A review dedicated to deep learning living body recognition solutions, which is simply the conscience of the industry. The key is also the address of the papers involved in the maintenance of open source projects.
A domestic study note blog, it is more labor-saving to compare: Liveness detection review Deep Learning for Face Anti-Spoofing: A Survey reading record
