Face Age Estimation Approach based on Deep Learning and Principle Component Analysis
نویسندگان
چکیده
منابع مشابه
An Improved Face Recognition Technique Based on Modular Multi-directional Two-dimensional Principle Component Analysis Approach
In this paper, a new method named modular multi-directional two-dimensional principle component analysis (MD2DPCA) is proposed for face recognition. First, the original images are rotated at some predetermined angles so that we may extract features from the images in any direction. Then we divide the rotated images into smaller sub-images and apply 2DPCA approach to each of these sub-images. Fi...
متن کاملHeterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach
Face attribute estimation has many potential applications in video surveillance, face retrieval, and social media. While a number of methods have been proposed for face attribute estimation, most of them did not explicitly consider the attribute correlation and heterogeneity (e.g., ordinal vs. nominal and holistic vs. local) during feature representation learning. In this paper, we present a De...
متن کاملFace Recognition using Principle Component Analysis
The Principal Component Analysis (PCA) is one of the most successful techniques that have been used in image recognition and compression. PCA is a statistical method under the broad title of factor analysis. The purpose of PCA is to reduce the large dimensionality of the data space (observed variables) to the smaller intrinsic dimensionality of feature space (independent variables), which are n...
متن کاملFace Verification Using Kernel Principle Component Analysis
In the beginning stage, face verification is done using easy method of geometric algorithm models, but the verification route has now developed into a scientific progress of complicated geometric representation and matching process. In modern time the skill have enhanced face detection system into the vigorous focal point. Researcher’s currently undergoing strong research on finding face recogn...
متن کاملImage Based Human Age Estimation Using Principle Component Analysis/ Artificial Neural Network
Estimating age of a person from captured image of His/ Her face is a difficult task. In general the exciting technique to this problem is feature vector. Human Computer Interaction (HCI) for designing automatic age estimation systems via facial dynamics. The success of such research may bring in many innovative HCI tools used for the applications of human-centered multimedia communication. The ...
متن کاملذخیره 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: International Journal of Advanced Computer Science and Applications
سال: 2018
ISSN: 2156-5570,2158-107X
DOI: 10.14569/ijacsa.2018.090222