Research Article
LSTM-Based Neural Network to Recognize Human Activities Using Deep Learning Techniques
Algorithm 3
Feature extraction using mean pixel values
(i) | Step 1. Load the RGB image with a dimension width x height x c where ācā is the number of color channels | (ii) | Step 2. Generate the number of features as a product of width, height, and c. | (iii) | Step 3. Generate a new matrix by calculating the mean value of all the pixels | (iv) | Step 4. Create a new image with same width and height by initializing all the values to 0. | (v) | Step 5. Generate a 1D array by appending all the pixel values one after another. |
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