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Hierarchical Image Object Search Based on Deep Reinforcement Learning

Wei Zhang

Wei Zhang

School of Computer Science and EngineeringXi’an, China
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Zhang, Wei
, 
Hongge Yao

Hongge Yao

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
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Yao, Hongge
 y 
Yuxing Tan

Yuxing Tan

School of Computer Science and Engineering Xi’an Technological UniversityXi’an, China
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Tan, Yuxing
  
14 oct 2020
Hierarchical Image Object Search Based on Deep Reinforcement Learning's Cover Image
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Publicado en línea: 14 oct 2020
Páginas: 65 - 72
DOI: https://doi.org/10.21307/ijanmc-2020-029
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© 2020 Wei Zhang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Traditional object detection algorithm
Traditional object detection algorithm

Figure 2.

The selection action diagram
The selection action diagram

Figure 3.

Sample generation process diagram based on Markov decision process
Sample generation process diagram based on Markov decision process

Figure 4.

Schematic diagram of loss function
Schematic diagram of loss function

Figure 5.

Hierarchical dynamic selection process
Hierarchical dynamic selection process
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