630
Views
0
CrossRef citations to date
0
Altmetric
Research Article

An improved color consistency optimization method based on the reference image contaminated by clouds

ORCID Icon, , , , , , , , & show all
Article: 2259559 | Received 01 May 2023, Accepted 12 Sep 2023, Published online: 19 Sep 2023

References

  • Chen, C., Z. Chen, M. Li, Y. Liu, L. Cheng, and Y. Ren. 2014. “Parallel Relative Radiometric Normalisation for Remote Sensing Image Mosaics.” Computers & Geosciences 73:28–20. https://doi.org/10.1016/j.cageo.2014.08.007.
  • Cui, H., G. Zhang, T. Wang, X. Li, and J. Qi. 2021. “Combined Model Color-Correction Method Utilizing External Low-Frequency Reference Signals for Large-Scale Optical Satellite Image Mosaics.” IEEE Transactions on Geoscience and Remote Sensing 59 (6): 4993–5007. https://doi.org/10.1109/TGRS.2020.3018591.
  • Deng, Z., H. Sun, S. Zhou, J. Zhao, L. Lei, and H. Zou. 2018. “Multi-Scale Object Detection in Remote Sensing Imagery with Convolutional Neural Networks.” ISPRS Journal of Photogrammetry and Remote Sensing 145:3–22. https://doi.org/10.1016/j.isprsjprs.2018.04.003.
  • Fang, F., T. Wang, Y. Fang, and G. Zhang. 2019. “Fast Color Blending for Seamless Image Stitching.” IEEE Geoscience and Remote Sensing Letters 16 (7): 1115–1119. https://doi.org/10.1109/LGRS.2019.2893210.
  • He, M., J. Liao, D. Chen, L. Yuan, and P. V. Sander. 2019. “Progressive Color Transfer with Dense Semantic Correspondences.” ACM Transactions on Graphics 38 (2): 1–18. https://doi.org/10.1145/3292482.
  • Hong, Z., C. Xu, X. Tong, S. Liu, R. Zhou, H. Pan, Y. Zhang, Y. Han, J. Wang, and S. Yang. 2022. “Efficient Global Color, Luminance, and Contrast Consistency Optimization for Multiple Remote Sensing Images.” IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing 16:622–637. https://doi.org/10.1109/JSTARS.2022.3229392.
  • Hu, C., L. Z. Huo, Z. Zhang, and P. Tang. 2020. “Multi-Temporal Landsat Data Automatic Cloud Removal Using Poisson Blending.” IEEE Access 8:46151–46161. https://doi.org/10.1109/ACCESS.2020.2979291.
  • Hwang, Y., J.-Y. Lee, I. S. Kweon, and S. J. Kim. 2019. “Probabilistic Moving Least Squares with Spatial Constraints for Nonlinear Color Transfer Between Images.” Computer Vision and Image Understanding 180:1–12. https://doi.org/10.1016/j.cviu.2018.11.001.
  • Jalal, R., Z. Iqbal, M. Henry, G. Franceschini, M. S. Islam, M. Akhter, Z. T. Khan, et al. 2019. “Toward Efficient Land Cover Mapping: An Overview of the National Land Representation System and Land Cover Map 2015 of Bangladesh.” IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing 12 (10): 3852–3861. https://doi.org/10.1109/JSTARS.2019.2903642.
  • Kim, T., and Y. Han. 2021. “Integrated Preprocessing of Multitemporal Very-High-Resolution Satellite Images via Conjugate Points-Based Pseudo-Invariant Feature Extraction.” Remote Sensing 13 (19): 3990. https://doi.org/10.3390/rs13193990.
  • Li, Y., L. Li, J. Yao, M. Xia, and H. Wang. 2022. “Contrast-Aware Color Consistency Correction for Multiple Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15:4941–4955. https://doi.org/10.1109/jstars.2022.3183188.
  • Liu, K., T. Ke, P. Tao, J. He, K. Xi, and K. Yang. 2020. “Robust Radiometric Normalization of Multitemporal Satellite Images via Block Adjustment without Master Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13:6029–6043. https://doi.org/10.1109/jstars.2020.3028062.
  • Liu, P., Y. Niu, J. Chen, and Y. Shi. 2019. “Color Correction for Stereoscopic Images Based on Gradient Preservation.” In Intelligent Computing: Proceedings of the 2019 Computing Conference, London, United Kingdom.1001–1011.
  • Liu, X., G. Zhou, W. Zhang, and S. Luo. 2021. “Study on Local to Global Radiometric Balance for Remotely Sensed Imagery.” Remote Sensing 13 (11): 2068. https://doi.org/10.3390/rs13112068.
  • Li, Y., H. Yin, J. Yao, H. Wang, and L. Li. 2022. “A Unified Probabilistic Framework of Robust and Efficient Color Consistency Correction for Multiple Images.” ISPRS Journal of Photogrammetry and Remote Sensing 190:1–24. https://doi.org/10.1016/j.isprsjprs.2022.05.009.
  • Moghimi, A., T. Celik, A. Mohammadzadeh, and H. Kusetogullari. 2021. “Comparison of Keypoint Detectors and Descriptors for Relative Radiometric Normalization of Bitemporal Remote Sensing Images.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14:4063–4073. https://doi.org/10.1109/JSTARS.2021.3069919.
  • Moghimi, A., A. Mohammadzadeh, T. Celik, and M. Amani. 2021. “A Novel Radiometric Control Set Sample Selection Strategy for Relative Radiometric Normalization of Multitemporal Satellite Images.” IEEE Transactions on Geoscience and Remote Sensing 59 (3): 2503–2519. https://doi.org/10.1109/TGRS.2020.2995394.
  • Moghimi, A., A. Mohammadzadeh, T. Celik, B. Brisco, and M. Amani. 2022. “Automatic Relative Radiometric Normalization of Bi-Temporal Satellite Images Using a Coarse-To-Fine Pseudo-Invariant Features Selection and Fuzzy Integral Fusion Strategies.” Remote Sensing 14 (8): 1777. https://doi.org/10.3390/rs14081777.
  • Moghimi, A., A. Sarmadian, A. Mohammadzadeh, T. Celik, M. Amani, and H. Kusetogullari. 2022. “Distortion Robust Relative Radiometric Normalization of Multitemporal and Multisensor Remote Sensing Images Using Image Features.” IEEE Transactions on Geoscience & Remote Sensing 60:1–20. https://doi.org/10.1109/TGRS.2021.3063151.
  • Niu, Y., X. Zheng, T. Zhao, and J. Chen. 2019. “Visually Consistent Color Correction for Stereoscopic Images and Videos.” IEEE Transactions on Circuits and Systems for Video Technology 30 (3): 697–710. https://doi.org/10.1109/TCSVT.2019.2897123.
  • Oskarsson, M. 2021. Robust Image-To-Image Color Transfer Using Optimal Inlier Maximization. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Nashville, TN, USA. 786–795.
  • Pastucha, E., E. Puniach, W. Gruszczyński, P. Ćwiąkała, W. Matwij, and H. S. Midtiby. 2022. “Relative Radiometric Normalisation of Unmanned Aerial Vehicle Photogrammetry‐Based RGB Orthomosaics.” Photogrammetric Record 37 (178): 228–247. https://doi.org/10.1111/phor.12413.
  • Pérez, P., M. Gangnet, and A. Blake. 2003.”Poisson image editing.”ACM Trans Graph 22 (3): 313–318. https://doi.org/10.1145/882262.882269.
  • Su, Z., K. Zeng, L. Liu, B. Li, and X. Luo. 2014. “Corruptive Artifacts Suppression for Example-Based Color Transfer.” IEEE Transactions on Multimedia 16 (4): 988–999. https://doi.org/10.1109/tmm.2014.2305914.
  • Varish, N., M. K. Hasan, A. Khan, A. T. Zamani, V. Ayyasamy, S. Islam, and R. Alam. 2023. “Content-Based Remote Sensing Image Retrieval Method Using Adaptive Tetrolet Transform Based GLCM Features.” Journal of Intelligent & Fuzzy Systems 44 (6): 9627–9650. https://doi.org/10.3233/JIFS-224083.
  • Wang, Z., D. Zhou, X. Li, L. Zhu, H. Gong, and Y. Ke. 2023. “Virtual Image-Based Cloud Removal for Landsat Images.” GIScience & Remote Sensing 60 (1): 2160411. https://doi.org/10.1080/15481603.2022.2160411.
  • Wang, D., C. Zou, G. Li, C. Gao, Z. Su, and P. Tan. 2017. “ℒ0 Gradient-Preserving Color Transfer.” Computer Graphics Forum 36 (7): 93–103. https://doi.org/10.1111/cgf.13275.
  • Xia, M., J. Yao, and Z. Gao. 2019. “A Closed-Form Solution for Multi-View Color Correction with Gradient Preservation.” ISPRS Journal of Photogrammetry and Remote Sensing 157:188–200. https://doi.org/10.1016/j.isprsjprs.2019.09.004.
  • Xia, M., J. Yao, R. Xie, M. Zhang, and J. Xiao. 2017. “Color Consistency Correction Based on Remapping Optimization for Image Stitching.” In Proceedings of the IEEE international conference on computer vision workshops, Venice, Italy. 2977–2984.
  • Xie, R., M. Xia, J. Yao, and L. Li. 2018. “Guided Color Consistency Optimization for Image Mosaicking.” ISPRS Journal of Photogrammetry and Remote Sensing 135:43–59. https://doi.org/10.1016/j.isprsjprs.2017.11.012.
  • Xu, H., Y. Wei, X. Li, Y. Zhao, and Q. Cheng. 2021. “A Novel Automatic Method on Pseudo-Invariant Features Extraction for Enhancing the Relative Radiometric Normalization of High-Resolution Images.” International Journal of Remote Sensing 42 (16): 6153–6183. https://doi.org/10.1080/01431161.2021.1934912.
  • Yoo, E. J., and D.-C. Lee. 2016. “True Orthoimage Generation by Mutual Recovery of Occlusion Areas.” GIScience & Remote Sensing 53 (2): 227–246. https://doi.org/10.1080/15481603.2015.1128629.
  • Yu, L., Y. Zhang, M. Sun, X. Zhou, and C. Liu. 2017. “An Auto-Adapting Global-To-Local Color Balancing Method for Optical Imagery Mosaic.” ISPRS Journal of Photogrammetry and Remote Sensing 132:1–19. https://doi.org/10.1016/j.isprsjprs.2017.08.002.
  • Yu, L., Y. Zhang, M. Sun, and X. Zhu. 2016. “Colour Balancing of Satellite Imagery Based on a Colour Reference Library.” International Journal of Remote Sensing 37 (24): 5763–5785. https://doi.org/10.1080/01431161.2016.1249306.
  • Zhang, X., R. Feng, X. Li, H. Shen, and Z. Yuan. 2020. “Block Adjustment-Based Radiometric Normalization by Considering Global and Local Differences.” IEEE Geoscience and Remote Sensing Letters 19:1–5. https://doi.org/10.1109/LGRS.2020.3031398.
  • Zhang, Y., L. Yu, M. Sun, and X. Zhu. 2017. “A Mixed Radiometric Normalization Method for Mosaicking of High-Resolution Satellite Imagery.” IEEE Transactions on Geoscience and Remote Sensing 55 (5): 2972–2984. https://doi.org/10.1109/TGRS.2017.2657582.
  • Zhou, X. 2015. “Multiple Auto-Adapting Color Balancing for Large Number of Images.” The International Archives of Photogrammetry, Remote Sensing & Spatial Information Sciences 40 (7): 735. https://doi.org/10.5194/isprsarchives-XL-7-W3-735-2015.