Update README.md

README.md

@@ -3,13 +3,36 @@ cvision-algorithms
 
 Collection of Computer Vision algorithms implemented in Matlab.
 
-Algorithms:
-- seam carving ("Seam carving for content-aware image processing" by S. Avidan & A. Shamir, 2007)
-Algorithm and code are described in details http://kirilllykov.github.io/blog/2013/06/06/seam-carving-algorithm/
-- bilateral filter ("Bilateral filtering for gray and color images" by C. Tomasi & R. Manduchi, 1998)
-- fast bilateral filter ("A fast approximation of the bilateral filter using a signal processing approach" by S. Paris & F. Durand, 2006)
-- retinex ("Retinex by two bilateral filters" by M. Elad, 2005)
-- shape from shading algorithm by Horn and Ikeuchi ("The Variational Approach to Shape from Shading"
-by B. Horn and M. Brooks, 1985)
-- optical flow algorithm by  Horn-Shunck  for an array of input images ("Determining optical flow" by Horn and Schunck, 1980)
-- generator of random surface and closed curve, auxiliary code
+## Seam Carving Algorithm
+
+This repository includes an implementation of the Seam Carving algorithm as described in 
+the paper "Seam carving for content-aware image resizing" by S. Avidan & A. Shamir (2007). 
+The algorithm enables intelligent resizing of images by removing or adding seams of low energy.
+
+### Contents
+
+- `seamCarving.m`: The main MATLAB implementation of the Seam Carving algorithm.
+- `ex_seam_carving.m`: A script to demonstrate the application of seam carving on an image.
+- `sample_images/`: A folder containing example images for testing the algorithm.
+
+### Instructions for Use
+
+1. Open MATLAB and navigate to the directory containing this repository.
+2. Run the script `ex_seam_carving.m` to reproduce the resizing results as described in the paper.
+3. Modify the script to apply the algorithm to your own images by replacing the input file path.
+
+### Experimentation
+
+The following experiments can be conducted using the provided scripts:
+- Reducing or enlarging images while preserving content.
+- Testing the algorithm on images with varying complexity to evaluate its robustness.
+- Visualizing the energy maps and seam paths during the resizing process.
+
+### References
+
+- S. Avidan, A. Shamir, "Seam carving for content-aware image resizing," ACM Transactions on Graphics, 2007.
+- Code structure inspired by the example available at http://kirilllykov.github.io/blog/2013/06/06/seam-carving-algorithm/
+
+### Additional Notes
+
+Please ensure that MATLAB is properly configured with image processing libraries to execute the scripts without errors.