Acceleration of multi‐task cascaded convolutional networks

Acceleration of multi‐task cascaded convolutional networks

Multi‐task cascaded convolutional neural network (MTCNN) is a human face detection architecture which uses a cascaded structure with three stages (P‐Net, R‐Net and O‐Net). The authors intend to reduce the computation time of the whole process of the MTCNN. They find that the non‐maximum suppression...

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Bibliographic Details
Main Authors: Long‐Hua Ma, Hang‐Yu Fan, Zhe‐Ming Lu, Dong Tian
Format: Article
Language:English
Published: Wiley 2020-09-01
Series:IET Image Processing
Subjects:
convolutional neural network
human face detection architecture
cascaded structure
P‐Net
computation time
weight pruning
Online Access:https://doi.org/10.1049/iet-ipr.2019.0141

Internet

https://doi.org/10.1049/iet-ipr.2019.0141

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