369 citations · 1.8k across the 93 of their papers we have counts for
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3D Face Reconstruction from Light Field Images: A Model-free Approach
Mingtao Feng, Syed Zulqarnain Gilani, Yaonan Wang +1
Reconstructing 3D facial geometry from a single RGB image has recently instigated wide research interest. However, it is still an ill-posed problem and most methods rely on prior m…
Learning from Millions of 3D Scans for Large-scale 3D Face Recognition
Syed Zulqarnain Gilani, Ajmal Mian
Deep networks trained on millions of facial images are believed to be closely approaching human-level performance in face recognition. However, open world face recognition still re…
Skepxels: Spatio-temporal Image Representation of Human Skeleton Joints for Action Recognition
Jian Liu, Naveed Akhtar, Ajmal Mian
Human skeleton joints are popular for action analysis since they can be easily extracted from videos to discard background noises. However, current skeleton representations do not…
Defense against Universal Adversarial Perturbations
Naveed Akhtar, Jian Liu, Ajmal Mian
Recent advances in Deep Learning show the existence of image-agnostic quasi-imperceptible perturbations that when applied to `any' image can fool a state-of-the-art network classif…
Learning Human Pose Models from Synthesized Data for Robust RGB-D Action Recognition
Jian Liu, Naveed Akhtar, Ajmal Mian
We propose Human Pose Models that represent RGB and depth images of human poses independent of clothing textures, backgrounds, lighting conditions, body shapes and camera viewpoint…