Search Results for author: Amr Bakry

Found 4 papers, 0 papers with code

Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition

no code implementations22 Jan 2016 Amr Bakry, Ahmed Elgammal

Embedding the visual units on a manifold and using manifold kernels is one way to measure these distances.

speech-recognition Visual Speech Recognition

Convolutional Models for Joint Object Categorization and Pose Estimation

no code implementations16 Nov 2015 Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed Elgammal

In the task of Object Recognition, there exists a dichotomy between the categorization of objects and estimating object pose, where the former necessitates a view-invariant representation, while the latter requires a representation capable of capturing pose information over different categories of objects.

Object Object Categorization +2

Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View Invariance

no code implementations9 Aug 2015 Amr Bakry, Mohamed Elhoseiny, Tarek El-Gaaly, Ahmed Elgammal

How does fine-tuning of a pre-trained CNN on a multi-view dataset affect the representation at each layer of the network?

MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification

no code implementations CVPR 2013 Amr Bakry, Ahmed Elgammal

Our approach outperforms for the speaker semi-dependent setting by at least 15% of the baseline, and competes in the other two settings.

Lipreading Speaker Identification +2

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