9 citations · 10 across the 4 of their papers we have counts for
4 papers · 1 filter
An Automatic System for Unconstrained Video-Based Face Recognition
Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen +3
Although deep learning approaches have achieved performance surpassing humans for still image-based face recognition, unconstrained video-based face recognition is still a challeng…
Learning from Ambiguously Labeled Face Images
Ching-Hui Chen, Vishal M. Patel, Rama Chellappa
Learning a classifier from ambiguously labeled face images is challenging since training images are not always explicitly-labeled. For instance, face images of two persons in a new…
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan +5
Over the last five years, methods based on Deep Convolutional Neural Networks (DCNNs) have shown impressive performance improvements for object detection and recognition problems.…
Domain-invariant Face Recognition using Learned Low-rank Transformation
Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen
We present a low-rank transformation approach to compensate for face variations due to changes in visual domains, such as pose and illumination. The key idea is to learn discrimina…