Abstract
Underwater video regulation is an insightful research field that can help engineers with bettering investigation on the lowered condition. Submerged video preparing has been utilized in a many fields, such as submerged infinitesimal location, landscape examining, mine identification, media transmission connections, and self-proficient lowered vehicles. Be that as it may, submerged video experiences solid assimilation, dissipating, shading contortion, and clamor from the manufactured light sources, causing video obscure, cloudiness, and a somewhat blue or greenish tone. In this way, the improvement can be separated into two techniques, submerged video de-preliminaries and underexposed video concealing remaking. Relentless in remote correspondence structures, for instance 3G, 4G, and so on, a coming crisis is endless deftly of the nonattendance of consistently Radio Frequency (RF) resources; this deterrent in moving speed cannot strengthen the improvement notable for high information speed. So the new innovation of Light-Fidelity (Li-Fi) came into picture. This innovation can be contrasted to that of Wi-Fi and offers points of interest like expanded available spectrum efficiency, effectiveness, security, low idleness and a lot higher speed. Communication is accomplished by exchanging light-emitting diode (LED) lights on and off at a speed higher than what is detectable to the human eye. This paper presents the explanation behind underexposed picture corruption and surveys the cutting-edge knowledge calculations like video reduce hazing algorithm. In this calculation, it uses two different de-hazing methods, simple Dark Channel Prior (DCP) and Approximate Dark Channel Prior (ADCP), to reduce haze in a video.
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Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
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Research funding: None declared.
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Conflict of interest statement: The authors declare no conflicts of interest regarding this article.
References
1. Zeng, Z, Fu, S, Zhang, H, Dong, Y, Cheng, J. A survey of underwater optical wireless communications. Commun Surv Tutorials, IEEE 2017;19:204–38. https://doi.org/10.1109/COMST.2016.2618841.Search in Google Scholar
2. Kaushal, H, Kaddoum, G. Underwater optical wireless communication. IEEE Access 2016;4:1518–47. https://doi.org/10.1109/access.2016.2552538.Search in Google Scholar
3. White, EM, Partridge, UC, Church, SC. Ultraviolet dermal reflection and mate choice in the guppy, Poecilia reticulata. Anim Behav 2003;65:693–700. https://doi.org/10.1006/anbe.2003.2117.Search in Google Scholar
4. Pandey, S, Barik, RK, Karan, A, Kumar, PP, Haripriya, D, Kapileswar, N. Socio-medic drone with integrated defibrillator. Micro Electron Telecommun Eng 2020;106:659–68. https://doi.org/10.1007/978-981-15-2329-8_67.Search in Google Scholar
5. Torres-Méndez, LA, Dudek, G. Color correction of underwater images for aquatic robot inspection. In: Rangarajan, A, Vemuri, BC, Yuille, AL, editors. Lecture notes in computer science 3757. Montreal, CA: Springer, Centre for Intelligent Machines, McGill University; 2005:60–73 pp.10.1007/11585978_5Search in Google Scholar
6. Singh, B, Mishra, RS, Gour, P. Analysis of contrast enhancement techniques for underwater image. Int J Comput Technol Electron Eng 2012;1:190–5.Search in Google Scholar
7. Nellore, K, Hancke, GP. A survey on urban traffic management system using wireless sensor networks. Sensors 2016;16:1–25. https://doi.org/10.3390/s16020157.Search in Google Scholar PubMed PubMed Central
8. Akila, C, Varatharajan, R. Color fidelity and visibility enhancement of underwater image de-hazing by enhanced fuzzy intensification operator. Multimed Tool Appl 2018;77:4309–22. https://doi.org/10.1007/s11042-017-5187-7.Search in Google Scholar
9. Soni, OK, Kumare, JS. A survey on underwater images enhancement techniques. In: 2020 IEEE 9th international conference on communication systems and network technologies (CSNT), Gwalior, India. IEEE; 2020:333–8 pp.10.1109/CSNT48778.2020.9115732Search in Google Scholar
10. Shen, C, Guo, Y, Oubei, HM, Ng, TK, Liu, G, Park, KH, et al.. 20-meter underwater wireless optical communication link with 15 Gbps data rate. Opt Express 2016;24:25502. https://doi.org/10.1364/oe.24.025502.Search in Google Scholar
11. Gottapu, SK, Kapileswar, N, Santhi, PV, Chenchela, VK. Maximizing cognitive radio networks throughput using limited historical behavior of primary users. IEEE Access 2018;6:12252–9. https://doi.org/10.1109/access.2018.2812743.Search in Google Scholar
12. Kapileswar, N, Santhi, PV, Chenchela, VK, Prasad, CV. A fast information dissemination system for emergency services over vehicular ad hoc networks. In: IEEE international conference on energy, communication, data analytics and soft computing (ICECDS). IEEE; 2017:236–41 pp.10.1109/ICECDS.2017.8389862Search in Google Scholar
13. Iqbal, K, Odetayo, M, James, A, Salam, RA, Talib, AZH. Enhancing the low quality images using unsupervised colour correction method. In: 2010 IEEE international conference on systems man and cybernetics (SMC). IEEE; 2010:1703–9 pp.10.1109/ICSMC.2010.5642311Search in Google Scholar
14. Yang, HY, Chen, PY, Huang, CC, Zhuang, YZ, Shiau, YH. Low complexity underwater image enhancement based on dark channel prior. In: 2011 second international conference on innovations in bio-inspired computing and applications (IBICA). IEEE; 2011:17–20 pp.10.1109/IBICA.2011.9Search in Google Scholar
15. Chiang, JY, Chen, Y-C. Underwater image enhancement by wavelength compensation and dehazing. IEEE Trans Image Process 2012;21:1756–69.10.1109/TIP.2011.2179666Search in Google Scholar PubMed
16. bt Shamsuddin, N, Wan Ahmad, WF, Baharudin, BB, Kushairi, M, Rajuddin, M, bt Mohd, F. Significance level of image enhancement techniques for underwater images. In: 2012 international conference on computer & information science (ICCIS). IEEE; 2012, 1:490–4 pp.10.1109/ICCISci.2012.6297295Search in Google Scholar
17. Hitam, MS, Yussof, WNJHW, Awalludin, EA, Bachok, Z. Mixture contrast limited adaptive histogram equalization for underwater image enhancement. In: 2013 international conference on computer applications technology (ICCAT). IEEE; 2013:1–5 pp.10.1109/ICCAT.2013.6522017Search in Google Scholar
18. Emberton, S, Chittka, L, Cavallaro, A. Underwater image and video dehazing with pure haze region segmentation. Comput Vis Image Understand 2018;168:148–56. https://doi.org/10.1016/j.cviu.2017.08.003.Search in Google Scholar
19. Galdran, A, Pardo, D, Picón, A, Alvarez-Gila, A. Automatic red-channel underwater image restoration. J Vis Commun Image Represent 2015;26:132–45.10.1016/j.jvcir.2014.11.006Search in Google Scholar
20. Li, CY, Guo, JC, Cong, RM, Pang, YW, Wang, B. Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior. IEEE Trans Image Process 2016;25:5664–77. https://doi.org/10.1109/tip.2016.2612882.Search in Google Scholar
21. Liu, P, Wang, G, Qi, H, Zhang, C, Zheng, H, Yu, Z. Underwater image enhancement with a deep residual framework. IEEE Access 2019;7:94614–29. https://doi.org/10.1109/access.2019.2928976.Search in Google Scholar
22. Manoj Kumar, D, Sundhararajan, M. VLSI implementation of high speed and low power blowfish crypto algorithm. Int J Appl Eng Res 2015;10:9123–7.Search in Google Scholar
23. Kapileshwar, N, Kumar, PP, Reddy, NU, Teja, DPS, Rajam, VS, Reddy, BAJ. Adaptive OFDM non-uniform modulation for underwater acoustic communication. In: 5th international conference on computing, communication and security. IEEE; 2020.10.1109/ICCCS49678.2020.9277352Search in Google Scholar
24. Manoj Kumar, D, Sundhararajan, M. Improve high-performance by using of blowfish cryptographic algorithm on single-chip cloud computer. Indian J Sci Technol 2016;9:93878–83. https://doi.org/10.17485/ijst/2016/v9i19/93878.Search in Google Scholar
© 2021 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Amplifiers
- Evaluating the impact of doping concentration on the performance of in-band pumped thulium-doped fiber amplifiers
- Gain flattened and C/L band amplified spontaneous emission noise re-injected L-band EDFA
- Devices
- Performance signature of transceiver communication system based on the cascade uniform fiber Bragg grating devices
- A novel connected structure of all-optical high speed and ultra-compact photonic crystal OR logic gate
- All-optical simultaneous XOR-AND operation using 1-D periodic nonlinear material
- Implementation of frequency encoded all optical reversible logic
- All-optical frequency-encoded Toffoli gate
- Performance analysis of all optical 2 × 1 multiplexer in 2D photonic crystal structure
- Fibers
- Predication of negative dispersion for photonic crystal fiber using extreme learning machine
- Analysis of optical Kerr effect on effective core area and index of refraction in single-mode dispersion shifted and dispersion flattened fibers
- Novel add-drop filter based on serial and parallel photonic crystal ring resonators (PCRR)
- Integrated Optics
- Design and modeling of multi-operation bit-manipulator logic circuit using lithium niobate waveguides
- Networks
- Modeling and comparative analysis of all-class converged-coexistence NG-PON2 network for 5G-IoT-FTTX-services and application
- Efficient solution for WDM-PON with low value of BER using NRZ modulation
- Systems
- Efficient employment of VCSEL light sources in high speed dispersion compensation system
- Performance analysis of a hybrid FSO–FO link with smart decision making system under adverse weather conditions
- A review on mmWave based energy efficient RoF system for next generation mobile communication and broadband systems
- Fiber nonlinearity compensation using optical phase conjugation in dispersion-managed coherent transmission systems
- Hybrid WDM free space optical system using CSRZ and Rayleigh backscattering noise mitigation
- Differential coding scheme based FSO channel for optical coherent DP-16 QAM transceiver systems
- Performance analysis of free space optical system incorporating circular polarization shift keying and mode division multiplexing
- Filter bank multi-carrier review article
- Investigations of wavelength division multiplexing-orthogonal frequency division multiplexing (WDM-OFDM) system with 50 Gb/s optical access
- FSO performance analysis of a metro city in different atmospheric conditions
- Underwater video transmission with video enhancement using reduce hazing algorithm
- Theory
- SLM based Circular (6, 2) mapping scheme with improved SER performance for PAPR reduction in OCDM without side information
- Modeling and spectral analysis of high speed optical fiber communication with orthogonal frequency division multiplexing
- Optical SNR estimation using machine learning
Articles in the same Issue
- Frontmatter
- Amplifiers
- Evaluating the impact of doping concentration on the performance of in-band pumped thulium-doped fiber amplifiers
- Gain flattened and C/L band amplified spontaneous emission noise re-injected L-band EDFA
- Devices
- Performance signature of transceiver communication system based on the cascade uniform fiber Bragg grating devices
- A novel connected structure of all-optical high speed and ultra-compact photonic crystal OR logic gate
- All-optical simultaneous XOR-AND operation using 1-D periodic nonlinear material
- Implementation of frequency encoded all optical reversible logic
- All-optical frequency-encoded Toffoli gate
- Performance analysis of all optical 2 × 1 multiplexer in 2D photonic crystal structure
- Fibers
- Predication of negative dispersion for photonic crystal fiber using extreme learning machine
- Analysis of optical Kerr effect on effective core area and index of refraction in single-mode dispersion shifted and dispersion flattened fibers
- Novel add-drop filter based on serial and parallel photonic crystal ring resonators (PCRR)
- Integrated Optics
- Design and modeling of multi-operation bit-manipulator logic circuit using lithium niobate waveguides
- Networks
- Modeling and comparative analysis of all-class converged-coexistence NG-PON2 network for 5G-IoT-FTTX-services and application
- Efficient solution for WDM-PON with low value of BER using NRZ modulation
- Systems
- Efficient employment of VCSEL light sources in high speed dispersion compensation system
- Performance analysis of a hybrid FSO–FO link with smart decision making system under adverse weather conditions
- A review on mmWave based energy efficient RoF system for next generation mobile communication and broadband systems
- Fiber nonlinearity compensation using optical phase conjugation in dispersion-managed coherent transmission systems
- Hybrid WDM free space optical system using CSRZ and Rayleigh backscattering noise mitigation
- Differential coding scheme based FSO channel for optical coherent DP-16 QAM transceiver systems
- Performance analysis of free space optical system incorporating circular polarization shift keying and mode division multiplexing
- Filter bank multi-carrier review article
- Investigations of wavelength division multiplexing-orthogonal frequency division multiplexing (WDM-OFDM) system with 50 Gb/s optical access
- FSO performance analysis of a metro city in different atmospheric conditions
- Underwater video transmission with video enhancement using reduce hazing algorithm
- Theory
- SLM based Circular (6, 2) mapping scheme with improved SER performance for PAPR reduction in OCDM without side information
- Modeling and spectral analysis of high speed optical fiber communication with orthogonal frequency division multiplexing
- Optical SNR estimation using machine learning