LSTM-Based Neural Network to Recognize Human Activities Using Deep Learning Techniques

<table class="algorithm-group"><tr><td><table class="algorithm" id="alg4"><tr><td>(i)</td><td>Step 1. Select an image and identify the objects present using shape, color, and size features.</td></tr><tr><td>(ii)</td><td>Step 2. Identify the edges by considering the values of each pixel. Higher variation in pixel values represent an edge. Conduct the edge detection using various kernels.</td></tr><tr><td>(iii)</td><td>Step 2(a). Consider the values surrounded to each pixel and perform the multiplication with the kernel values.</td></tr></table></td></tr></table>

<div> Feature extraction using edge extraction</div>

Applied Computational Intelligence and Soft Computing

alg4

Algorithm 4

Algorithm 4: LSTM-Based Neural Network to Recognize Human Activities Using Deep Learning Techniques 