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A Multiresolution 3D Morphable Face Model and Fitting Framework
2016
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
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They consists of a PCA model of face shape and colour information and allow to reconstruct a 3D face from a single 2D image. 3D Morphable Face Models are used for 3D head pose estimation, face analysis ...
3D Morphable Face Models are a powerful tool in computer vision. ...
ACKNOWLEDGEMENTS Partial support from the BEAT project (European Union's Seventh Framework Programme, grant agreement 284989) and the EPSRC Programme Grant EP/N007743/1 is gratefully acknowledged. ...
doi:10.5220/0005669500790086
dblp:conf/visapp/HuberHTMKCRK16
fatcat:tmoyj54udfda3jdt6xfvwtbcgi
A facial symmetry prior for improved illumination fitting of 3D morphable model
2013
2013 International Conference on Biometrics (ICB)
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3D face reconstruction from a single 2D image can be performed using a 3D Morphable Model (3DMM) in an analysis-by-synthesis approach. However, the reconstruction is an ill-posed problem. ...
The facial symmetry constraint is incorporated in a multi-feature optimisation framework, which realises the fitting process. ...
Introduction The 3D morphable model (3DMM) is a well-known tool for 3D face reconstruction from a single 2D input image [1, 2] . ...
doi:10.1109/icb.2013.6613000
dblp:conf/icb/HuMKC13
fatcat:7dxql6nq4bgvzffpjuf6soo2ne
Prediction of Individual Non-Linear Aging Trajectories of Faces
2007
Computer graphics forum (Print)
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Represented in a Morphable Model, 3D faces follow curved trajectories in face space as they age. ...
To apply the aging prediction to images of faces, we reconstruct a 3D model from the input image, apply the aging transformation on both shape and texture, and then render the face back into the same image ...
We reconstructed a 3D model of his face by fitting the Morphable Model to his face (B). ...
doi:10.1111/j.1467-8659.2007.01050.x
fatcat:dmxdnowc6fauba2kxjt7thbit4
Robust face recognition by an albedo based 3D morphable model
2014
IEEE International Joint Conference on Biometrics
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The 3D Morphable Model (3DMM) approach is one of the effective methods for pose and illumination invariant face recognition. ...
Unlike the traditional idea of separating the albedo and illumination contributions using a 3DMM, we propose a novel Albedo Based 3D Morphable Model (AB3DMM), which removes the illumination component from ...
Conclusions We proposed a AB3DMM (Albedo Based 3D Morphable Model) and its fitting strategy, for face recognition under pose and illumination changes. ...
doi:10.1109/btas.2014.6996223
dblp:conf/icb/HuCYCK14
fatcat:omuw3is3gjc5vhybebvhjaywnu
Expression invariant 3D face recognition with a Morphable Model
2008
2008 8th IEEE International Conference on Automatic Face & Gesture Recognition
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We describe an expression-invariant method for face recognition by fitting an identity/expression separated 3D Morphable Model to shape data. ...
The fitting is performed with a robust nonrigid ICP algorithm. It is able to perform face recognition in a fully automated scenario and on noisy data. ...
This work was supported in part by a grant from Microsoft Research and the Swiss National Science Foundation (200021-103814 and NCCR COME project 5005-66380). ...
doi:10.1109/afgr.2008.4813376
dblp:conf/fgr/AmbergKV08
fatcat:6qxgwlihmndflfkubprbgewe2e
Novel Architecture for 3D model in virtual communities from detected face
[article]
2012
arXiv
pre-print
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In this research paper we suggest how to extract a face from an image, modify it, characterize it in terms of high-level properties, and apply it to the creation of a personalized avatar. ...
In this research work we tested, we implemented the algorithm on several hundred facial images, including many taken under uncontrolled acquisition conditions, and found to exhibit satisfactory performance ...
b) 3D model avatar Maker
Before having implemented the 3D
model Avatar generation with the
Table : : Performance comparison of different dataset with avatar generation systemUsing Morphable model ...
arXiv:1210.6157v1
fatcat:5p7jxbogjzcjzcz74ld5l7f2aq
Differential coordinates for local mesh morphing and deformation
2003
The Visual Computer
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Differential coordinates also prove useful for free-form modeling of meshes. ...
We investigate the idea of describing mesh geometry in a differential way. These differential coordinates describe local properties of the geometry rather than the absolute position in space. ...
Thanks to Daniel Cohen-Or, Craig Gotsman, Jarek Rossignac, Luis Velho for their stimulating work and helpful discussions. ...
doi:10.1007/s00371-002-0180-0
fatcat:hm5y5vu54rc6pct2fychkqvjmu
2D-3D Mixed Face Recognition Schemes
[chapter]
2008
Recent Advances in Face Recognition
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This last category can be enclosed in a 2D-3D mixed face recognition framework. 3D model-based approaches use complete morphable 3D models of a face to perform the recognition [Beymer95, Georghiades01, ...
First, a generic 3D morphable model is learned and created from a set of textured 3D scans (depth and texture maps) of heads. ...
doi:10.5772/6398
fatcat:jctpglfpnbfppf74ya3rm4ufcq
Pose invariant facial component-landmark detection
2011
2011 18th IEEE International Conference on Image Processing
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Specifically, we address the variation due to extreme pose and illumination. To achieve robust detection for extreme poses, we use a set of independent pose and landmark specific detectors. ...
In addition, we incorporate a multi-view representation based on an aspect graph approach. The performance of our algorithm is assessed using data from a publicly available database. ...
[5] proposed a 3D morphable model incorporating shape and texture fit to the 2D image using optical flow. ...
doi:10.1109/icip.2011.6116612
dblp:conf/icip/EfratyPPSK11
fatcat:c3xjp2httjdotf5vtt2r6zezvy
Markov Chain Monte Carlo for Automated Face Image Analysis
2016
International Journal of Computer Vision
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We present a novel fully probabilistic method to interpret a single face image with the 3D Morphable Model. ...
fitting · Morphable Model · Generative models · Top-down and bottom-up integration ...
We present and evaluate the probabilistic fitter with the 3D Morphable Model (3DMM) for face reconstruction from a single image. ...
doi:10.1007/s11263-016-0967-5
fatcat:flahwoczofaapaiost43weu6we
The space of human body shapes
2003
ACM Transactions on Graphics
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Shown here are several range scans that have been hole-filled and fit to a common parameterization using our framework. ...
analysis to modify multiple correlated parameters (such as the weight and height of an individual), and transfer of surface detail and animation controls from a template to fitted models. ...
In this paper, we propose a method for creating a whole-body morphable model based on 3D scanned examples in the spirit of Blanz and Vetter's morphable face model [1999] . ...
doi:10.1145/882262.882311
fatcat:qagcenwgejgg3ano2uudusbqee
The space of human body shapes
2003
ACM SIGGRAPH 2003 Papers on - SIGGRAPH '03
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Shown here are several range scans that have been hole-filled and fit to a common parameterization using our framework. ...
analysis to modify multiple correlated parameters (such as the weight and height of an individual), and transfer of surface detail and animation controls from a template to fitted models. ...
In this paper, we propose a method for creating a whole-body morphable model based on 3D scanned examples in the spirit of Blanz and Vetter's morphable face model [1999] . ...
doi:10.1145/1201775.882311
fatcat:g2bcz44szvbd3d5snlzyoclqua
3D Morphable Face Models – Past, Present and Future
[article]
2020
arXiv
pre-print
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In this paper, we provide a detailed survey of 3D Morphable Face Models over the 20 years since they were first proposed. ...
The challenges in building and applying these models, namely capture, modeling, image formation, and image analysis, are still active research topics, and we review the state-of-the-art in each of these ...
ACKNOWLEDGMENTS This survey paper was initiated at the Dagstuhl Seminar 19102 on 3D Morphable Models ] and contains ideas resulting from discussions at this seminar. ...
arXiv:1909.01815v2
fatcat:g3wtdppy7ze3dildi6a3siq4qy
Pose-invariant face recognition by matching on multi-resolution MRFs linked by supercoupling transform
2011
Computer Vision and Image Understanding
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Recognition of faces in arbitrary pose is addressed in this paper. ...
Next, by taking advantage of a statistical shape prior for the matching, the results are regularized and constrained, making the system robust to spurious structures and outliers. ...
A commonly adopted method in the context of pose-invariant face recognition is to employ 3D models, the most well known one in this category being the 3D morphable model [19] . ...
doi:10.1016/j.cviu.2010.12.006
fatcat:qk6fbjprgngmvbc7u4dijceaku
Representation, Analysis, and Recognition of 3D Humans
2018
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
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The usual framework for analysis and recognition of 3D body and face comprises the following steps. 3D data is typically noisy and irregularly formed so that some preprocessing is first applied. ...
We summarize some of the most successful 3D descriptors, and outline how they have been used in the modeling of body and face. ...
Such a model can allow either to generate new face instances or deform and fit to 2D/3D target faces. ...
doi:10.1145/3182179
fatcat:ds55t4md2na2tibtyg4llerf3q
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