Journal of Northwest Forestry University, Volume. 40, Issue 4, 85(2025)

Improved Black-winged Kite Algorithm for Non-uniform Forest Canopy Image Enhancement

ZHAO Xiaohan, ZHU Liangkuan*, WANG Jingyu, and ALAA M.E. Mohamed
Author Affiliations
  • (College of Computer and Control Engineering, Northeast Forestry University, Harbin 150040, Heilongjiang, China
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    References(16)

    [6] [6] LI C L, LIU J H, ZHU J J, et al. Mine image enhancement using adaptive bilateral gamma adjustment and double plateaus histogram equalization[J]. Multimedia Tools and Applications, 2022, 81(9): 12643-12660.

    [7] [7] BHANDARI A K. A logarithmic law based histogram modification scheme for naturalness image contrast enhancement[J]. Journal of Ambient Intelligence and Humanized Computing, 2020, 11(4): 1605-1627.

    [8] [8] AGRAWAL D, YADAV A C, TYAGI P K. Low-light and hazy image enhancement using retinex theory and wavelet transform fusion[J]. Multimedia Tools and Applications, 2024, 83(29): 72519-72536.

    [9] [9] YADAV V K, SINGHAI J. Adaptive gamma correction for automatic contrast enhancement of Chest-X-ray images affected by various lung diseases[J]. Multimedia Tools and Applications, 2024, 83(29): 73457-73475.

    [10] [10] BRAIK M S. Modified chameleon swarm algorithm for brightness and contrast enhancement of satellite images[J]. Multimedia Tools and Applications, 2024, 83(9): 26819-26870.

    [11] [11] LI C L, LIU J H, LIU A Y, et al. Global and adaptive contrast enhancement for low illumination gray images[J]. IEEE Access, 2019, 7: 163395-163411.

    [12] [12] PRAKASH A, BHANDARI A K. Cuckoo search constrained gamma masking for MRI image contrast enhancement[J]. Multimedia Tools and Applications, 2023, 82(26): 40129-40148.

    [13] [13] LI C L, LIU J H, WU Q G, et al. An adaptive enhancement method for low illumination color images[J]. Applied Intelligence, 2021, 51(1): 202-222.

    [14] [14] ZHANG Y, LIU X, LV Y. A Hybrid Swarming Algorithm for Adaptive Enhancement of Low-Illumination Images[J]. Symmetry, 2024, 16(5): 533.

    [15] [15] WANG J, WANG W C, HU X X, et al. Black-winged kite algorithm: A nature-inspired meta-heuristic for solving benchmark functions and engineering problems[J]. Artificial Intelligence Review, 2024, 57(4): 98.

    [17] [17] GUO H L, LI M Y, LIU H B, et al. Multi-threshold image segmentation based on an improved salp swarm algorithm: Case study of breast cancer pathology images[J]. Computers in Biology and Medicine, 2024, 168: 107769.

    [19] [19] HUANG S C, CHENG F C, CHIU Y S. Efficient contrast enhancement using adaptive gamma correction with weighting distribution[J]. IEEE Transactions on Image Processing, 2013, 22(3): 1032-1041.

    [20] [20] HE L, LONG W, LIU S X, et al. A new grey mapping function and its adaptive algorithm for low-light image enhancement[J]. Multimedia Tools and Applications, 2023, 82(4): 6071-6096.

    [21] [21] PANG L, ZHOU J C, ZHANG W S. Underwater image enhancement via variable contrast and saturation enhancement model[J]. Multimedia Tools and Applications, 2023, 82(30): 47495-47516.

    [23] [23] JOBSON D J, RAHMAN Z, WOODELL G A. A multiscale retinex for bridging the gap between color images and the human observation of scenes[J]. IEEE Transactions on Image Processing, 1997, 6(7): 965-976.

    [24] [24] SINGH K, KAPOOR R. Image enhancement using exposure based sub image histogram equalization[J]. Pattern Recognition Letters, 2014, 36: 10-14.

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    ZHAO Xiaohan, ZHU Liangkuan, WANG Jingyu, ALAA M.E. Mohamed. Improved Black-winged Kite Algorithm for Non-uniform Forest Canopy Image Enhancement[J]. Journal of Northwest Forestry University, 2025, 40(4): 85

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    Paper Information

    Received: Nov. 8, 2024

    Accepted: Sep. 12, 2025

    Published Online: Sep. 12, 2025

    The Author Email: ZHU Liangkuan (zhulk@126.com)

    DOI:10.3969/j.issn.1001-7461.2025.04.10

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