Histogram-Based Image Color Features

  • Jyotismita ChakiEmail author
  • Nilanjan Dey
Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)


A color histogram (CH) in photography and image processing is a depiction of color variation within an image. A color histogram for digital images portrays the pixel number of that have colors in every one of defined color range list, and that include the color model of the image and the collection of all probable colors [1, 2].


  1. 1.
    Erkut U, Bostancıoğlu F, Erten M, Özbayoğlu AM, Solak E (2019) HSV color histogram based image retrieval with background elimination. In: 2019 IEEE 1st international informatics and software engineering conference (UBMYK). Ankara, pp 1–5.
  2. 2.
    Ali H, Lali MI, Nawaz MZ, Sharif M, Saleem BA (2017) Symptom based automated detection of citrus diseases using color histogram and textural descriptors. Comput Electron Agric 138:92–104. Scholar
  3. 3.
    Huang X, Zhang R, Jia K, Wang Z, Nie W (2018) Taxi detection based on the sliding color histogram matching. In: 2018 IEEE 3rd international conference on image, vision and computing (ICIVC). Chongqing, pp 86–90.
  4. 4.
    Borjigin S, Sahoo PK (2019) Color image segmentation based on multi-level Tsallis–Havrda–Charvát entropy and 2D histogram using PSO algorithms. Pattern Recogn 92:107–118. Scholar
  5. 5.
    Wu Y, Huang TS (2002) Nonstationary color tracking for vision-based human-computer interaction. IEEE Trans Neural Networks 13(4):948–960. Scholar
  6. 6.
    Lee NK, Kapanidis AN, Koh HR, Korlann Y, Ho SO, Kim Y, Gassman N, Kim SK, Weiss S (2007) Three-color alternating-laser excitation of single molecules: monitoring multiple interactions and distances. Biophys J 92(1):303–312. Scholar
  7. 7.
    Liew AC, Leung SH, Lau WH (2003) Segmentation of color lip images by spatial fuzzy clustering. IEEE Trans Fuzzy Syst 11(4):542–549. Scholar
  8. 8.
    Lee JH, Lee WH, Jeong DS (2003) Object tracking method using back-projection of multiple color histogram models. In: Proceedings of the 2003 international symposium on circuits and systems, 2003. ISCAS’03, Bangkok, vol 2, pp II–II.
  9. 9.
    Hafner J, Sawhney HS, Equitz W, Flickner M, Niblack W (1995) Efficient color histogram indexing for quadratic form distance functions. IEEE Trans Pattern Anal Mach Intell 17(7):729–736. Scholar
  10. 10.
    Soni P, Lamba VK, Jangra S, Kumar S (2019) Effective CBIR system using color histogram and distance measures. J Web Eng Technol 6(1):11–14Google Scholar
  11. 11.
    Forero MG, Arias-Rubio C, González BT (2018) Analytical comparison of histogram distance measures. In: Iberoamerican congress on pattern recognition. Springer, Cham, pp 81–90.
  12. 12.
    Fan J, Liang RZ (2018) Stochastic learning of multi-instance dictionary for earth mover’s distance-based histogram comparison. Neural Comput Appl 29(10):733–743. Scholar
  13. 13.
    Mistry Y, Ingole DT, Ingole MD (2018) Content based image retrieval using hybrid features and various distance metric. J Electr Syst Inf Technol 5(3):874–888. Scholar
  14. 14.
    Suhasini PS, Krishna KSR, Krishna IM (2017) Content based image retrieval based on different global and local color histogram methods: a survey. J Inst Eng (India): Ser B 98(1):129–135.
  15. 15.
    Irawan C, Listyaningsih W, Sari CA, Rachmawanto EH (2018) CBIR for herbs root using color histogram and GLCM based on K-nearest neighbor. In: 2018 international seminar on application for technology of information and communication. Semarang, pp 509–514.
  16. 16.
    Gharde ND, Thounaojam DM, Soni B, Biswas SK (2018) Robust perceptual image hashing using fuzzy color histogram. Multimedia Tools Appl 77(23):30815–30840. Scholar
  17. 17.
    Almubarak HA, Stanley RJ, Stoecker WV, Moss RH (2017) Fuzzy color clustering for melanoma diagnosis in dermoscopy images. Information 8(3):89. Scholar
  18. 18.
    Zhao J, Xie G (2016) A modified fuzzy color histogram using vision perception variation of pixels at different location. Multimedia Tools Appl 75(2):1261–1284. Scholar
  19. 19.
    Akimoto S, Takahashi T, Suzuki M, Arai Y, Aoyagi S (2016) Human detection by fourier descriptors and fuzzy color histograms with fuzzy c-Means method. J Robot Mechatron 28(4):491–499. Scholar
  20. 20.
    Forcén JI, Pagola M, Bustince H, Soto-Hidalgo JM, Chamorro-Martínez J (2017) Adding fuzzy color information for image classification. In: 2017 IEEE international conference on fuzzy systems (FUZZ-IEEE). Naples, pp 1–6.
  21. 21.
    Liu H, Zhao F, Chaudhary V (2018) Pareto-based interval type-2 fuzzy c-means with multi-scale JND color histogram for image segmentation. Digit Sig Process 76:75–83.
  22. 22.
    Veluchamy M, Subramani B (2020) Fuzzy dissimilarity color histogram equalization for contrast enhancement and color correction. Appl Soft Comput 89:106077. Scholar

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© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021

Authors and Affiliations

  1. 1.School of Information Technology and EngineeringVellore Institute of TechnologyVelloreIndia
  2. 2.Department of Information TechnologyTechno India College of TechnologyKolkataIndia

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