17 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.CV2021★ 7 cited
Learning the Precise Feature for Cluster Assignment
Yanhai Gan, Xinghui Dong, Huiyu Zhou +2
Clustering is one of the fundamental tasks in computer vision and pattern recognition. Recently, deep clustering methods (algorithms based on deep learning) have attracted wide att…
cs.CV2017★ 2 cited
Perception Driven Texture Generation
Yanhai Gan, Huifang Chi, Ying Gao +3
This paper investigates a novel task of generating texture images from perceptual descriptions. Previous work on texture generation focused on either synthesis from examples or gen…
cs.LG2015★ 17 cited
A PCA-Based Convolutional Network
Yanhai Gan, Jun Liu, Junyu Dong +1
In this paper, we propose a novel unsupervised deep learning model, called PCA-based Convolutional Network (PCN). The architecture of PCN is composed of several feature extraction…