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ORISE Fellow, FDA
- Silver Spring, Maryland
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Pose-Attention-Guided-Profile-to-Frontal-Face-Recognition
Pose-Attention-Guided-Profile-to-Frontal-Face-Recognition PublicDeveloped a deep novel coupled profile to frontal face recognition network incorporating pose as an auxiliary information via attention mechanism (i.e., implemented a pose attention module).
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Face-Frontal-GAN
Face-Frontal-GAN PublicImplement a Generative Adversarial Network which is able to frontalize faces from the pose invariant features learned in our proposed pose attention guided profile to frontal network for extreme pr…
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Coupled-GAN
Coupled-GAN PublicDeveloped a coupled generative adversarial network (CpGAN) architecture for cross-spectral iris recognition by projecting the visible and near-infrared iris images into a low-dimensional embedding …
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Face-Recognition-at-Extreme-Pitch-and-Yaw-View-Angles
Face-Recognition-at-Extreme-Pitch-and-Yaw-View-Angles PublicImplemented pose aware face recognition network to Improve the performance of face recognition task for the faces at extreme joint pitch and yaw view angles.
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Joint-Super-Resolution-and-Vehicle-Detection-Network
Joint-Super-Resolution-and-Vehicle-Detection-Network PublicImplemented a novel deep joint network to perform both super-resolution and detection simultaneously using multi-scale GAN framework which attains superior results against the state-of-the-art meth…
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