Search Results - "Stacked contractive autoencoder"

Deep Learning and Superpixel Feature Extraction Based on Contractive Autoencoder for Change Detection in SAR Images by Lv, Ning, Chen, Chen, Qiu, Tie, Sangaiah, Arun Kumar

“…Image segmentation based on superpixel is used in urban and land cover change detection for fast locating region of interest. However, the segmentation…”
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Multimodal video classification with stacked contractive autoencoders by Liu, Yanan, Feng, Xiaoqing, Zhou, Zhiguang

“…In this paper we propose a multimodal feature learning mechanism based on deep networks (i.e., stacked contractive autoencoders) for video classification…”
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Learning 3D faces from 2D images via Stacked Contractive Autoencoder by Zhang, Jian, Li, Ke, Liang, Yun, Li, Na

“…3D face reconstruction from a 2D face image has been found important to various applications such as face detection and recognition because a 3D face provides…”
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Software Defect Prediction Based on Stacked Contractive Autoencoder and Multi-objective Optimization by Zhang, Nana, Zhu, Kun, Ying, Shi, Wang, Xu

“…Software defect prediction plays an important role in software quality assurance. However, the performance of the prediction model is susceptible to the…”
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Helicopter Planetary Gear Crack Fault Identification Utilizing Multidomain Stacked Contractive Autoencoders Based Deep Learning Framework by Sun, Canfei, Liu, Yuefeng, Huang, Linran

“…The normal operation of planetary gear train is very important for the safety of helicopter flight. Complex vibration signals and sever working conditions…”
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