Natural Scene Recognition Based on Superpixels and Deep Boltzmann Machines

no code implementations • 24 Jun 2015 • Jinfu Yang, Jingyu Gao, Guanghui Wang, Shanshan Zhang

However, the DBM is limited in scene recognition due to the fact that natural scene images are usually very large.

Clustering Handwritten Digit Recognition +3

A Novel Feature Extraction Method for Scene Recognition Based on Centered Convolutional Restricted Boltzmann Machines

no code implementations • 24 Jun 2015 • Jingyu Gao, Jinfu Yang, Guanghui Wang, Mingai Li

In this paper, a novel feature extraction method, named Centered Convolutional Restricted Boltzmann Machines (CCRBM), is proposed for scene recognition.

Object Recognition Scene Recognition