Published August 30, 2024 | Version CC-BY-NC-ND 4.0
Journal article Open

Image Stylization Through Spatial Filtering

Creators

  • 1. Department of Physics, St. Xavier's College, Mumbai (M.H.), India.

Contributors

Contact person:

  • 1. Department of Physics, St. Xavier's College, Mumbai(M.H.), India.
  • 2. Department of Physics, St. Xavier's College, Mumbai (M.H.), India.

Description

Abstract: In this research, we offer an algorithm that automatically creates pencil sketches and watercolor (with and without canvas) drawings from user-provided photographs. The main attraction of this algorithm is that it is created from scratch using very basic image processing techniques only without using any complicated functions.

Files

D103004040624.pdf

Files (2.1 MB)

Name Size Download all
md5:4ecabcfdc3ec2105d04f6b7412a80e9d
2.1 MB Preview Download

Additional details

Identifiers

DOI
10.54105/ijipr.D1030.04040824
EISSN
2582-8037

Dates

Accepted
2024-08-15
Manuscript received on 30 July 2024 | Revised Manuscript received on 09 August 2024 | Manuscript Accepted on 15 August 2024 | Manuscript published on 30 August 2024.

References

  • R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd ed. Upper Saddle River, NJ: Pearson Prentice Hall, 2008.
  • Das, S., Saikia, J., Das, S., Goni, N. A., "A comparative study of different noise filtering techniques in digital images", International Journal of Engineering Research and General Science, vol. 3, no. 5, pp. 180-191, 2015.
  • Fan, L., Zhang, F., Fan, H. et a., Brief review of image denoising techniques. Vis. Comput. Ind. Biomed, Jul. 2019, doi: https://doi.org/10.1186/s42492-019-0016-7
  • A. A. Ismael and M. Baykara, "Digital Image Denoising Techniques Based on Multi-Resolution Wavelet Domain with Spatial Filters: A Review," Traitement du Signal, vol. 38, no. 3, pp. 495-503, Jun. 2021, doi: 10.18280/ts.380311. https://doi.org/10.18280/ts.380311
  • P. Kornprobst, J. Tumblin, and F. Durand, "Bilateral Filtering: Theory and Applications," Foundations and Trends in Computer Graphics and Vision, vol. 4, no. 1, pp. 1-74, 2009, doi: 10.1561/0600000020. https://doi.org/10.1561/0600000020
  • G. Deng and L. W. Cahill, "An Adaptive Gaussian Filter For Noise Reduction and Edge Detection," in Proceedings of the Department of Electronic Engineering, La Trobe University, Bundoora, Victoria, Australia, 1993, pp. 1-8.
  • Parker, James, "Algorithms for Image Processing and Computer Vision", 1997.
  • Lindeberg. T, "Discrete approximations of Gaussian smoothing and Gaussian derivatives", Journal of Mathematical Imaging and Vision, pp. 1-42, 2024. https://doi.org/10.1007/s10851-024-01196-9
  • C. Tomasi and R. Manduchi, "Bilateral filtering for gray and color images," Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), Bombay, India, 1998, pp. 839-846, doi: 10.1109/ICCV.1998.710815. https://doi.org/10.1109/ICCV.1998.710815
  • Lin, D., Wang, Y., Xu, G., Li, J.Y., & Fu, K., "Transform a Simple Sketch to a Chinese Painting by a Multiscale Deep Neural Network", Algorithms, 2018, vol. 11. https://doi.org/10.3390/a11010004
  • Amir Semmo, Daniel Limberger, Jan Eric Kyprianidis, and Jürgen Döllner, "Image stylization by interactive oil paint filtering", Computers & Graphics, Apr. 2016, vol. 55, pp. 157–171, doi.: https://doi.org/10.1016/j.cag.2015.12.001
  • Mirra, K. B., Pooja, P., Ranchani, S., & kumari, R. R. (2020). Fruit Quality Analysis using Image Processing. In International Journal of Engineering and Advanced Technology (Vol. 9, Issue 5, pp. 88–91). https://doi.org/10.35940/ijeat.e9309.069520
  • Singh, A., & Jindal, K. (2019). Realization of Image Processing Algorithm based on FPGA. In International Journal of Recent Technology and Engineering (IJRTE) (Vol. 8, Issue 3, pp. 2882–2885). https://doi.org/10.35940/ijrte.c5338.098319
  • 1eo, L. M., & Reddy, T. K. (2019). Removal of various Noises in Dental X-ray Images using Selective Median Filter. In International Journal of Innovative Technology and Exploring Engineering (Vol. 8, Issue 12, pp. 2550–2558). https://doi.org/10.35940/ijitee.k1973.1081219
  • Krishna, G. G. (2022). Shape Reconstruction in Computer Vision. In International Journal of Soft Computing and Engineering (Vol. 12, Issue 4, pp. 1–5). https://doi.org/10.35940/ijsce.e3618.0912422
  • Saha, T., & Vishal, Dr. K. (2024). A Study of Application of Digital Image Processing in Medical Field and Medical Image Segmentation by Edge Detection. In International Journal of Emerging Science and Engineering (Vol. 12, Issue 4, pp. 3–8). https://doi.org/10.35940/ijese.g9890.12040324

This site uses cookies. Find out more on how we use cookies