Hyperspectral Image Classification Based on Hyperpixel Segmentation and Convolutional Neural Network

Rujun Chen; Yunwei Pu; Fengzhen Wu; Yuceng Liu; Qi Li

doi:10.3788/LOP222551

Laser & Optoelectronics Progress, Volume. 60, Issue 16, 1610010(2023)

Hyperspectral Image Classification Based on Hyperpixel Segmentation and Convolutional Neural Network

Rujun Chen¹, Yunwei Pu^1,2、*, Fengzhen Wu¹, Yuceng Liu¹, and Qi Li¹

Author Affiliations

¹Faculty of Land Resources Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan, China

²Computing Center, Kunming University of Science and Technology, Kunming 650500, Yunnan, China

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Rujun Chen, Yunwei Pu, Fengzhen Wu, Yuceng Liu, Qi Li. Hyperspectral Image Classification Based on Hyperpixel Segmentation and Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1610010

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Paper Information

Category: Image Processing

Received: Sep. 15, 2022

Accepted: Nov. 8, 2022

Published Online: Aug. 18, 2023

The Author Email: Yunwei Pu (puyunwei@126.com)

DOI:10.3788/LOP222551

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology