Some Aspects of Face Recognition: Models, Algorithms, Methods, Systems, Applications

نویسندگان

چکیده

The purpose of the article is to research, analyze and consider general problems prospects using existing approaches face recognition (areas application, features differences). research methodology consists semantic analysis methods basic concepts in this subject area (theory practice pattern recognition, particular, facial images). considers development systems for recognition. novelty solution determine access rights authentication. Conclusions. analyzed algorithms are becoming more accurate. Facial has become an important part artificial intelligence because it used social media, digital cameras smart home automation.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Face Recognition Methods & Applications

Face recognition presents a challenging problem in the field of image analysis and computer vision. The security of information is becoming very significant and difficult. Security cameras are presently common in airports, Offices, University, ATM, Bank and in any locations with a security system. Face recognition is a biometric system used to identify or verify a person from a digital image. F...

متن کامل

Face Recognition Algorithms as Models of Human Face Processing

We evaluated the adequacy of computational algorithms as models of human face processing by looking at how the algorithms and humans process individual faces. By comparing modeland human-generated measures of the similarity between pairs of faces, we were able to assess the accord between several automatic face recognition algorithms and human perceivers. Multidimensional scaling (MDS) was used...

متن کامل

Practical Aspects of Face Recognition

Current systems for face recognition techniques often use either SVM or Adaboost techniques for face detection part and use PCA for face recognition part. In this paper, we offer a novel method for not only a powerful face detection system based on Six-segment-filters (SSR) and Adaboost learning algorithms but also for a face recognition system. A new exclusive face detection algorithm has been...

متن کامل

Fusion of Face Recognition Algorithms for Video-based Surveillance Systems

It is widely acknowledged that face recognition could play an important role in advanced video-based surveillance systems, mainly because it is non-intrusive and does not require people cooperation. Unfortunately, face recognition algorithms showed to suffer a lot from the high variability of environmental conditions (e.g., variations of lighting, face pose and scale). This currently limits the...

متن کامل

Assessing Algorithms as Computational Models for Human Face Recognition

We assessed the qualitative accord between several automatic face recognition algorithms and human perceivers. By comparing modeland human-generated measures of the similarity between pairs of faces, we were able to evaluate the suitability of the algorithms as models of human face recognition. Multidimensional scaling (MDS) was used to create a spatial representation of the subject response pa...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Cifrova platforma: ìnformacìjnì tehnologìï v socìokul?turnìj sferì

سال: 2021

ISSN: ['2617-796X', '2618-0049']

DOI: https://doi.org/10.31866/2617-796x.4.1.2021.236949