2 papers
cs.CV2016
Automatic Visual Theme Discovery from Joint Image and Text Corpora
Ke Sun, Xianxu Hou, Qian Zhang +1
A popular approach to semantic image understanding is to manually tag images with keywords and then learn a mapping from vi- sual features to keywords. Manually tagging images is a…
cs.CV2016
Object Specific Deep Learning Feature and Its Application to Face Detection
Xianxu Hou, Ke Sun, Linlin Shen +1
We present a method for discovering and exploiting object specific deep learning features and use face detection as a case study. Motivated by the observation that certain convolut…