Image Stylization Through Spatial Filtering

Main Article Content

Srijita Hazra
Smrithi Santhosh Nair
Leena Chetan Joshi

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.

Downloads

Download data is not yet available.

Article Details

How to Cite
[1]
Srijita Hazra, Smrithi Santhosh Nair, and Leena Chetan Joshi , Trans., “Image Stylization Through Spatial Filtering”, IJIPR, vol. 4, no. 4, pp. 1–5, Sep. 2024, doi: 10.54105/ijipr.D1030.04040824.
Section
Articles

How to Cite

[1]
Srijita Hazra, Smrithi Santhosh Nair, and Leena Chetan Joshi , Trans., “Image Stylization Through Spatial Filtering”, IJIPR, vol. 4, no. 4, pp. 1–5, Sep. 2024, doi: 10.54105/ijipr.D1030.04040824.
Share |

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

Most read articles by the same author(s)

1 2 > >>