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Title Feature extraction on faces : from landmark localization to depth estimation
URL
Publication Date
Date Accessioned
University/Publisher Université de Montréal
Subjects/Keywords Neural networks; Deep learning; Convolutional networks; Supervised learning; Unsupervised learning; Semi-supervised learning; Coarse-to-fine architectures; Landmark localization; Depth estimation; Face rotation; Face replacement; Réseaux neuronaux; Apprentissage profond; Réseaux neuronaux de convolution; Apprentissage supervisé; Apprentissage non-supervisé; Apprentissage semi-supervisé; Architectures grossières à fines; Localisation de points clés; Estimation de la profondeur; Rotation de visage; Échange de visage; Applied Sciences - Artificial Intelligence / Sciences appliqués et technologie - Intelligence artificielle (UMI : 0800)
Contributors Vincent, Pascal (advisor); Pal, Christopher (advisor)
Rights Unrestricted
Country of Publication ca
Record ID handle:1866/22658
Repository montreal
Date Indexed 2020-08-12
Issued Date 2019-06-19 00:00:00

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…83 5.4. Recent Developments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 83 vii Chapter 6. Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation . . 85 6.1…

…2.4. Face Rotation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 52 Chapter 3. Prologue to First Article…

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…101 Chapter 7. Prologue to Third Article . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106 7.1. Article Details…

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…10.3.4. Adversarial Image-to-Image Transformation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153 10.3.4.1. 10.4. CycleGAN…

…155 10.4.2. DepthNet Evaluation on Unpaired Faces and Comparison to other Models . . . . . 158 10.4.3. Face Rotation, Replacement and Adversarial Repair . . . . . . . . . . . . . . . . . . . . . . . . . 163 10.4.3.1. Face Rotation…

…162 10.5 Face projection of an identity to different poses of other identities . . . . . . . . . . . . . . . . . . . 164 10.6 Face projection of an identity to different poses of other identities . . . . . . . . . . . . . . . . . . . 164 10.7 Re…

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