2.6k citations · 4.6k across the 107 of their papers we have counts for
5 papers · 1 filter
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks
Han Zhang, Tao Xu, Hongsheng Li +4
Synthesizing high-quality images from text descriptions is a challenging problem in computer vision and has many practical applications. Samples generated by existing text-to-image…
Multispectral Deep Neural Networks for Pedestrian Detection
Jingjing Liu, Shaoting Zhang, Shu Wang +1
Multispectral pedestrian detection is essential for around-the-clock applications, e.g., surveillance and autonomous driving. We deeply analyze Faster R-CNN for multispectral pedes…
Track Facial Points in Unconstrained Videos
Xi Peng, Qiong Hu, Junzhou Huang +1
Tracking Facial Points in unconstrained videos is challenging due to the non-rigid deformation that changes over time. In this paper, we propose to exploit incremental learning for…
A Recurrent Encoder-Decoder Network for Sequential Face Alignment
Xi Peng, Rogerio S. Feris, Xiaoyu Wang +1
We propose a novel recurrent encoder-decoder network model for real-time video-based face alignment. Our proposed model predicts 2D facial point maps regularized by a regression lo…
Visual Tracking via Reliable Memories
Shu Wang, Shaoting Zhang, Wei Liu +1
In this paper, we propose a novel visual tracking framework that intelligently discovers reliable patterns from a wide range of video to resist drift error for long-term tracking t…