71 citations · 416 across the 50 of their papers we have counts for
3 papers · 1 filter
Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model
Qixiang Ye, Tianliang Zhang, Qiang Qiu +3
In this paper, a self-learning approach is proposed towards solving scene-specific pedestrian detection problem without any human' annotation involved. The self-learning approach i…
Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding
Jose Lezama, Qiang Qiu, Guillermo Sapiro
Surveillance cameras today often capture NIR (near infrared) images in low-light environments. However, most face datasets accessible for training and verification are only collect…
GraphConnect: A Regularization Framework for Neural Networks
Jiaji Huang, Qiang Qiu, Robert Calderbank +1
Deep neural networks have proved very successful in domains where large training sets are available, but when the number of training samples is small, their performance suffers fro…