journal article·2025-06-03

Bioinspired Camouflage Fibers with Computer Vision-Guided Chromatic Adaptation

Luyao Huang, Tingyu Cheng, Xianzhe Zhang, Haichao Zhang, Tejonidhi Deshpande, Yuanqiao Li, Zhi Xu, Gregory D. Abowd, Yun Fu, Yongmin Liu, Josiah Hester, Jun Li, Hongli Zhu

ACS Nano· Volume 19· Issue 21
Publisher page

Abstract

The development of intelligent camouflage systems demands advanced materials and control strategies for dynamic environmental adaptation. Here, we demonstrate a bioinspired camouflage system using hydroxypropyl cellulose (HPC), a cellulose derivative that forms cholesteric liquid crystals with mechanically tunable structural colors. By integrating HPC fibers with computer vision-assisted control, we achieve autonomous color matching with the environment through precise mechanical manipulation. Our system employs computer vision and a custom-designed wavelength-value (WV) mapping algorithm to analyze surroundings and control fiber tension, enabling direct modulation of the reflected wavelength. The closed-loop control system achieves color matching with less than 5% error at room temperature and maintains over 95% accuracy across temperatures from 15 to 35 °C. The HPC fibers exhibit reversible color transitions spanning the visible spectrum (400-700 nm). This integration of sustainable biomaterials with computer vision-guided mechanical control demonstrates an alternative approach for advanced camouflage applications, including military concealment and anticounterfeiting technologies.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Photonic Crystals and Applications · Polydiacetylene-based materials and applications · Nonlinear Optical Materials Studies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mechanical and Industrial Engineering

Northeastern University

State Key Laboratory of Advanced Papermaking and Paper-based Materials

South China University of Technology

College of Computing

Georgia Institute of Technology

Department of Electrical and Computer Engineering, Northeastern University, Georgia Institute of Technology, Boston, Massachusetts 02115, United States

Khoury College of Computer Sciences

References (23)

Show source-provided references
1. 10.1641/0006-3568(2005)055[0125:TASOCI]2.0.CO;210.1641/0006-3568(2005)055[0125:TASOCI]2.0.CO;2 ↗
2. 10.1098/rstb.2008.025410.1098/rstb.2008.0254 ↗
3. Stuart-Fox D. · 2013 · 115
4. 10.1039/C7CC07436K10.1039/C7CC07436K ↗
5. 10.1111/brv.1240510.1111/brv.12405 ↗
6. 10.1038/s41570-017-003110.1038/s41570-017-0031 ↗
7. 10.1038/s41562-017-0290-310.1038/s41562-017-0290-3 ↗
8. 10.1002/anie.20211706610.1002/anie.202117066 ↗
9. 10.1038/s41586-019-0946-410.1038/s41586-019-0946-4 ↗
10. 10.1126/sciadv.160248710.1126/sciadv.1602487 ↗
11. 10.1002/anie.20221103010.1002/anie.202211030 ↗
12. 10.1038/s41467-024-49849-y10.1038/s41467-024-49849-y ↗
13. 10.1016/j.compositesb.2021.10943410.1016/j.compositesb.2021.109434 ↗
14. 10.1021/acsnano.3c1143210.1021/acsnano.3c11432 ↗
15. 10.1038/nature0954010.1038/nature09540 ↗
16. 10.1021/acsnano.1c0561210.1021/acsnano.1c05612 ↗
17. 10.1002/advs.20220629010.1002/advs.202206290 ↗
18. 10.1038/s41467-021-24916-w10.1038/s41467-021-24916-w ↗
19. Kirillov A. · 2023 · 399210.1109/ICCV51070.2023.00371 ↗
20. Hinton G. E. · 2012 · 59910.1007/978-3-642-35289-8_32 ↗
21. 10.1002/andp.1853165050510.1002/andp.18531650505 ↗
22. 10.1002/adma.20190515110.1002/adma.201905151 ↗
23. Ravi, N.; Gabeur, V.; Hu, Y.T.; Hu, R.; Ryali, C.; Ma, T.; Khedr, H.; Rädle, R.; Rolland, C.; Gustafson, L.; Mintun, E.; Pan, J.; Alwala, K. V.; Carion, N.; Wu, C.Y.; Girshick, R.; Dollár, P.; Feichtenhofer, C. SAM 2: Segment Anything in Images and Videos. arXiv August 1, 2024. 10.48550/arXiv.2408.00714.10.48550/arXiv.2408.00714 ↗