4 papers
Uncertainty Modeling of Contextual-Connections between Tracklets for Unconstrained Video-based Face Recognition
Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen +3
Unconstrained video-based face recognition is a challenging problem due to significant within-video variations caused by pose, occlusion and blur. To tackle this problem, an effect…
Unsupervised Domain-Specific Deblurring via Disentangled Representations
Boyu Lu, Jun-Cheng Chen, Rama Chellappa
Image deblurring aims to restore the latent sharp images from the corresponding blurred ones. In this paper, we present an unsupervised method for domain-specific single-image debl…
A Fast and Accurate System for Face Detection, Identification, and Verification
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng +7
The availability of large annotated datasets and affordable computation power have led to impressive improvements in the performance of CNNs on various object detection and recogni…
An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification
Boyu Lu, Jun-Cheng Chen, Carlos D. Castillo +1
Covariates are factors that have a debilitating influence on face verification performance. In this paper, we comprehensively study two covariate related problems for unconstrained…