Research Advances in Intelligent Computing

22Human Activity Identification Using Artificial Intelligence

Srikanth Bethu, Machikuri Santoshi Kumari, Chintha Sravani, and Srinivasulu Gari Bhargavi Latha

Department of Computer Science and Engineering, GRIET Hyderabad, India

Suresh Mamidisetti

Department of Computer Science Engineering, Government Polytechnic Hyderabad, India

Anurag University Hyderabad, India

DOI: 10.1201/9781003320340-22

CONTENTS

• 22.1 Introduction

  • 22.1.1 Supervised Learning

  • 22.1.2 Unsupervised Learning

  • 22.1.3 Semi-Supervised Learning

  • 22.1.4 Reinforcement Learning

  • 22.1.5 Classification

  • 22.1.6 Regression

  • 22.1.7 Clustering

• 22.2 Literature Survey

• 22.3 Methodology

  • 22.3.1 Human Activity Recognition Approaches

  • 22.3.2 Vision-Based Approach

• 22.4 Implementation

  • 22.4.1