337 citations · 353 across the 2 of their papers we have counts for
6 papers
Does Generative Face Completion Help Face Recognition?
Joe Mathai, Iacopo Masi, Wael AbdAlmageed
Face occlusions, covering either the majority or discriminative parts of the face, can break facial perception and produce a drastic loss of information. Biometric systems such as…
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos
Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal +3
The spread of misinformation through synthetically generated yet realistic images and videos has become a significant problem, calling for robust manipulation detection methods. De…
FacePoseNet: Making a Case for Landmark-Free Face Alignment
Fengju Chang, Anh Tuan Tran, Tal Hassner +3
We show how a simple convolutional neural network (CNN) can be trained to accurately and robustly regress 6 degrees of freedom (6DoF) 3D head pose, directly from image intensities.…
Pooling Faces: Template based Face Recognition with Pooled Face Images
Tal Hassner, Iacopo Masi, Jungyeon Kim +4
We propose a novel approach to template based face recognition. Our dual goal is to both increase recognition accuracy and reduce the computational and storage costs of template ma…
Do We Really Need to Collect Millions of Faces for Effective Face Recognition?
Iacopo Masi, Anh Tuan Tran, Jatuporn Toy Leksut +2
Face recognition capabilities have recently made extraordinary leaps. Though this progress is at least partially due to ballooning training set sizes -- huge numbers of face images…
Face Recognition Using Deep Multi-Pose Representations
Wael AbdAlmageed, Yue Wua, Stephen Rawlsa +9
We introduce our method and system for face recognition using multiple pose-aware deep learning models. In our representation, a face image is processed by several pose-specific de…