1.6k citations · 4.8k across the 90 of their papers we have counts for
5 papers · 1 filter
Epitome for Automatic Image Colorization
Yingzhen Yang, Xinqi Chu, Tian-Tsong Ng +3
Image colorization adds color to grayscale images. It not only increases the visual appeal of grayscale images, but also enriches the information contained in scientific images tha…
Learning from Collective Intelligence in Groups
Guo-Jun Qi, Charu Aggarwal, Pierre Moulin +1
Collective intelligence, which aggregates the shared information from large crowds, is often negatively impacted by unreliable information sources with the low quality data. This b…
Nonparametric Unsupervised Classification
Yingzhen Yang, Thomas S. Huang
Unsupervised classification methods learn a discriminative classifier from unlabeled data, which has been proven to be an effective way of simultaneously clustering the data and tr…
Regularized Maximum Likelihood for Intrinsic Dimension Estimation
Mithun Das Gupta, Thomas S. Huang
We propose a new method for estimating the intrinsic dimension of a dataset by applying the principle of regularized maximum likelihood to the distances between close neighbors. We…
Substructure and Boundary Modeling for Continuous Action Recognition
Zhaowen Wang, Jinjun Wang, Jing Xiao +2
This paper introduces a probabilistic graphical model for continuous action recognition with two novel components: substructure transition model and discriminative boundary model.…