Yong Li, Qiuyu Jin, Huaici Zhao, Bo Li. Hyperspectral Image Reconstruction Based on Improved Residual Dense Network[J]. Acta Optica Sinica, 2021, 41(7): 0730001
- Acta Optica Sinica
- Vol. 41, Issue 7, 0730001 (2021)
Fig. 1. Schematic of reconstruction process
Fig. 2. Schematic of RDSB
Fig. 3. Schematic of network structure
Fig. 4. Reconstruction results of some images in ICVL dataset. (a)Algorithm in Ref. [11]; (b) algorithm in Ref. [12]; (c) algorithm in Ref. [17]; (d) algorithm in Ref. [18]; (e) proposed algorithm; (f) original RGB images
Fig. 5. Reconstruction results of different algorithms in CAVE dataset. (a) Algorithm in Ref. [11]; (b) algorithm in Ref. [12]; (c) algorithm in Ref. [17]; (d) algorithm in Ref. [18]; (e) proposed algorithm; (f) original images
Fig. 6. Reconstruction images on real-world images taken by an ordinal camera. (a) Algorithm in Ref. [11]; (b) algorithm in Ref. [12]; (c) algorithm in Ref. [17]; (d) algorithm in Ref. [18]; (e) proposed algorithm; (f) original RGB image
|
Table 1. Evaluate results of ICVL dataset
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Table 2. Evaluate results of CAVE dataset
Set citation alerts for the article
Please enter your email address
© Copyright 2018-2021 | Chinese Laser Press. All Rights Reserved 沪ICP备15018463号-20