A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Filters
An Overview of Two Age Synthesis and Estimation Techniques
[article]
2020
arXiv
pre-print
Preserved Fulltext
Age estimation is a technique for predicting human ages from digital facial images, which analyzes a person's face image and estimates his/her age based on the year measure. ...
In this case study, we overview the existing models, popular techniques, system performances, and technical challenges related to the facial image-based age synthesis and estimation topics. ...
Fu and Zheng [15] have been presented a novel facial modeling framework (M-Face) based on appearance photorealistic of the multiple facial object class for emotional face September, 2018 rendering. ...
arXiv:2002.03750v1
fatcat:ytm6uv5vsnhtvkbvbr3tyw5lga
Age Synthesis and Estimation via Faces: A Survey
2010
IEEE Transactions on Pattern Analysis and Machine Intelligence
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Human age, as an important personal trait, can be directly inferred by distinct patterns emerging from the facial appearance. ...
Existing models, popular algorithms, system performances, technical difficulties, popular face aging databases, evaluation protocols, and promising future directions are also provided with systematic discussions ...
Fu and Zheng [30] presented the M-Face framework for appearance-based photorealistic facial modeling. The Aging Ratio Image (ARI) is captured from their aging database for texture rendering. ...
doi:10.1109/tpami.2010.36
pmid:20847387
fatcat:fzucchc7mzhanl7n3lsy6sxhe4
Inverse Rendering of Faces with a 3D Morphable Model
2013
IEEE Transactions on Pattern Analysis and Machine Intelligence
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
In this thesis, we present a complete framework to inverse render faces with a 3D Morphable Model. ...
This is achieved by incorporating statistical models for ambient occlusion and bent normals into the image formation model. ...
Segmented morphable model A 3DMM constructed from m face scans, can make use of m − 1 principal components for face modelling. ...
doi:10.1109/tpami.2012.206
pmid:23520253
fatcat:34x6ffbpkvdm3cqarqzjbk254u
Gaze Estimation with Graphics
2017
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
First, I present a new method for training gaze estimation systems that use machine learning: learning-by-synthesis using 3D head scans and photorealistic rendering. ...
Gaze is used for a wide range of applications including market research, usability studies, and gaze-based interfaces. Traditional equipment uses special hardware. ...
These are encoded as 4×4 homogenous transformation matrices T and R, so model-to-world transform M face = TR. ...
doi:10.17863/cam.13838
fatcat:epnwlenx5fgqpppifexnuwae6e
Real-Time Generative Hand Modeling and Tracking
2018
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
Other appearance-based methods could be used for initialization as well [Tompson et al., 2014] . ...
We quantitatively and qualitatively compare the performance of our algorithm to recent appearance-based and model-based techniques (see Section 2.5). ...
equivalent to the update of the IEIF from Table 7 for measurement z n = d n . ...
doi:10.5075/epfl-thesis-8573
fatcat:jdpz4q4vabhurdfpc6os745rxi