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Spectroscopy Letters
An International Journal for Rapid Communication
Volume 54, 2021 - Issue 5
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Articles

Color and spectrum dual-fidelity image codec—a new multispectral image codec based on color space values, visual trigonometric curves and principal component analysis to improve colorimetric and spectral accuracy

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Pages 395-404 | Received 10 Jan 2021, Accepted 07 Mar 2021, Published online: 16 Jun 2021

References

  • Shinoda, K.; Murakami, Y.; Yamaguchi, M.; Ohyama, N. Lossless and Lossy Coding for Multispectral Image based on sRGB Standard and Residual Components. Journal of Electronic Imaging 2011, 20(2), 023003. DOI: 10.1117/1.3574104.
  • Liang, W.; Zeng, P.; Xiao, Z. L.; Xie, K. Multispectral Image Compression Methods for Improvement of both Colorimetric and Spectral Accuracy. Journal of Electronic Imaging 2016, 25(4), 043026. DOI: 10.1117/1.JEI.25.4.043026.
  • Valsesia, D.; Boufounos, P. T. In Universal Encoding of Multispectral Images, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016; IEEE: Piscataway, NJ, 2016, 4453–4457.
  • Gunasheela, K. S.; Prasantha, H. S. In Satellite Image Compression-Detailed Survey of the Algorithms, Proceedings of International Conference on Cognition and Recognition, 2018; Springer: Singapore, 2018, 187–198.
  • Li, J.; Liu, Z. Multispectral Transforms using Convolution Neural Networks for Remote Sensing Multispectral Image Compression. Remote Sensing 2019, 11(7), 759. DOI: 10.3390/rs11070759.
  • Yan, C.; Tu, Y.; Wang, X.; Zhang, Y.; Hao, X.; Zhang, Y.; Dai, Q. STAT: Spatial-Temporal Attention Mechanism for Video Captioning. IEEE Transactions on Multimedia 2020, 22(1), 229–241. DOI: 10.1109/TMM.2019.2924576.
  • Jifara, W.; Jiang, F.; Zhang, B.; Wang, H.; Li, J.; Grigorev, A.; Liu, S. Hyperspectral Image Compression based on Online Learning Spectral Features Dictionary. Multimedia Tools and Applications 2017, 76(23), 25003–25014. DOI: 10.1007/s11042-017-4724-8.
  • Ciprian, R.; Carbucicchio, M. Colorimetric–Spectral Clustering: A Tool for Multispectral Image Compression. Journal of Optics 2011, 13(11), 115402. DOI: 10.1088/2040-8978/13/11/115402.
  • Liang, W.; Wang, Y.; Hao, W.; Li, X.; Yang, X.; Liu, L. In Spectral Dictionary Learning based Multispectral Image Compression, International Conference on E-Learning and Games, 2018; Springer: Singapore, 2018; 140–144.
  • Yan, C.; Xie, H.; Chen, J.; Zha, Z.; Hao, X.; Zhang, Y.; Dai, Q. A Fast Uyghur Text Detector for Complex Background Images. IEEE Transactions on Multimedia 2018, 20(12), 3389–3398. DOI: 10.1109/TMM.2018.2838320.
  • Yan, C.; Shao, B.; Zhao, H.; Ning, R.; Zhang, Y.; Xu, F. 3D Room Layout Estimation from A Single RGB Image. IEEE Transactions on Multimedia 2020, 22(11), 3014–3024. DOI: 10.1109/TMM.2020.2967645.
  • Tzeng, D. Y.; Berns, R. S. A Review of Principal Component Analysis and Its Applications to Color Technology. Color Research & Application 2005, 30(2), 84–98. DOI: 10.1002/col.20086.
  • Hill, B. In Color Capture, Color Management and the Problem of Metamerism: Does Multispectral Imaging Offer the Solution?, Proceedings of the 2000 Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts V, 2000; SPIE: Bellingham, WA, 2000; 2–14.
  • Tsutsumi, S.; Rosen, M. R.; Berns, R. S. Spectral Color Management using Interim Connection Spaces based on Spectral Decomposition. Color Research & Application 2008, 33(4), 282–299. DOI: 10.1002/col.20423.
  • Derhak, M.; Rosen, M. Spectral Colorimetry using LabPQR: An Interim Connection Space. Journal of Imaging Science and Technology 2006, 50(1), 53–63. DOI: 10.2352/J.ImagingSci.Technol.(2006)50:1(53).
  • Nakaya, F.; Ohta, N. Spectral Encoding/Decoding using LabRGB. Journal of Imaging Science and Technology 2008, 52(4), 040902–0409028. DOI: 10.2352/J.ImagingSci.Technol.(2008)52:4(040902).
  • Wu, G.; Liu, Z.; Yang, S.; Zhu, M.; Liu, P. Weighted LabPQR Interim Connection Space based on Human Color Vision for Spectral Color Reproduction. Journal of Spectroscopy 2014, 2014, 1–7. DOI: 10.1155/2014/595602.
  • Le Moan, S.; Urban, P. In A New Connection Space for Low-Dimensional Spectral Color Management, Measuring, Modeling, and Reproducing Material Appearance, 2014; ISOP: Bellingham, WA, 2014; 90180E. DOI: 10.1117/12.2041450.
  • Yan, C.; Gong, B.; Wei, Y.; Gao, Y. Deep Multi-View Enhancement Hashing for Image Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 2021, 43(4), 1445–1451. DOI: 10.1109/TPAMI.2020.2975798.
  • Nakaya, F. In LabRGB: Optimization of Bit Allocation, Is&T/SPIE Electronic Imaging, 2011; ISOP: Bellingham, WA, 2011; 78660Y-78660Y-7. DOI: 10.1117/12.871716.
  • Laamanen, H.; Jetsu, T.; Jaaskelainen, T.; Parkkinen, J. Weighted Compression of Spectral Color Information. JOSA A 2008, 25, 1383–1388. DOI: 10.1364/JOSAA.25.001383.
  • Tschannerl, J.; Ren, J.; Zhao, H.; Kao, F.-J.; Marshall, S.; Yuen, P. Hyperspectral Image Reconstruction using Multi-Colour and Time-Multiplexed LED Illumination. Optics and Lasers in Engineering 2019, 121, 352–357. DOI: 10.1016/j.optlaseng.2019.04.014.
  • Yan, C.; Li, L.; Zhang, C.; Liu, B.; Zhang, Y.; Dai, Q. Cross-Modality Bridging and Knowledge Transferring for Image Understanding. IEEE Transactions on Multimedia 2019, 21(10), 2675–2685. DOI: 10.1109/TMM.2019.2903448.
  • University of Eastern Finland, Spectral Color Research Group: Joensuu Spectral Image Database. http://www.uef.fi/web/spectral/spectral-image-database. 2019
  • Columbia University, Computer Vision Laboratory: Multispectral Image Database. http://www.cs.columbia.edu/CAVE/databases/multispectral/. 2015
  • Sharma, G.; Wu, W.; Dalal, E. N. The CIEDE2000 Color‐Difference Formula: Implementation Notes, Supplementary Test Data, and Mathematical Observations. Color Research & Application 2005, 30(1), 21–30. DOI: 10.1002/col.20070.

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