Search Results - stacked denoising sparse autoencoder (SDSAE)

Deep Filter Banks for Land-Use Scene Classification by Wu, Hang, Liu, Baozhen, Su, Weihua, Zhang, Wenchang, Sun, Jinggong

“… architecture, deep filter banks, combining multicolumn stacked denoising sparse autoencoder (SDSAE) and Fisher vector (FV) to automatically learn the representative and discriminative features in a hierarchical manner for LU scene classification…”
Get full text

Network Intrusion Detection Method Based on Stacked Denoising Sparse Autoencoder and Extreme Learning Machine by Zhang, Guoling, Wang, Xiaodan, Li, Rui, Lai, Jie, Xiang, Qian, He, Jiaxing

“… on stacked denoising sparse autoencoder and extreme learning machine (sDSAE-ELM) is proposed. First, the stacked denoising sparse autoencoder is used to automatically…”
Get full text

A Stacked Denoising Sparse Autoencoder Based Fault Early Warning Method for Feedwater Heater Performance Degradation by Li, Xingshuo, Liu, Jinfu, Li, Jiajia, Li, Xianling, Yan, Peigang, Yu, Daren

“… Therefore, this paper proposes a stacked denoising sparse autoencoder (SDSAE) based fault early warning method for FWH…”
Get full text

A review on recent driver safety systems and its emerging solutions by Nair, Akhil, Patil, Varad, Nair, Rohan, Shetty, Adithi, Cherian, Mimi

“…Road safety and accident prevention are critical concerns in modern transportation. This paper presents a comprehensive survey of driver safety systems,…”
Get full text

Visual Terrain Classification Methods for Mobile Robots Using Hybrid Coding Architecture by Wu, Hang, Zhang, Wenchang, Li, Boyang, Sun, Yucao, Duan, Deguang, Chen, Ping

“… This paper uses a novel hybrid coding architecture, Deep Filter Banks (DFB), combining stacked denoising sparse autoencoder (SDSAE) and Fisher Vector (FV…”
Get full text

Stacked sparse autoencoder based fault detection and location method for modular five-level converters by Qiaoxuan Yin, Bin Duan, Mengjun Shen, Xiangshuai Qu

“…) based on stacked sparse autoencoder (SSAE). SSAE is composed of multiple SAE and a softmax classifier…”
Get full text