Supervised and Unsupervised Data Engineering for Multimedia Data

List of Figures xiii

List of Tables xix

Preface xxi

1 SLRRT: Sign Language Recognition in Real Time 1
Monika Lamba and Geetika Munjal

2 Unsupervised/Supervised Feature Extraction and Feature Selection for Multimedia Data
(Feature extraction with feature selection for Image Forgery Detection) 27
Arun Anoop M., Karthikeyan P. and S. Poonkuntran

3 Multimedia Data in Healthcare System 63
Sarita Gulia, Pallavi Pandey and Yogita Yashveer Raghav

4 Automotive Vehicle Data Security Service in IoT Using ACO Algorithm 93
Sivanantham, K. and Blessington Praveen, P.

5 Unsupervised/Supervised Algorithms for Multimedia Data in Smart Agriculture 111
Reena Thakur, Parul Bhanarkar and Uma Patel Thakur

6 Secure Medical Image Transmission Using 2-D Tent Cascade Logistic Map 133
L. R. Jonisha Miriam, A. Lenin Fred, S. N. Kumar, Ajay Kumar H., I. Christina Jane, Parasuraman Padmanabhan and Bal¡zs Guly¡s

7 Personalized Multi-User-Based Movie and Video Recommender System: A Deep Learning Perspective 149
Jayaramu H. K., Suman Kumar Maji and Hussein Yahia

8 Sensory Perception of Haptic Rendering in Surgical Simulation 177
Rachit Sachdeva, Eva Kaushik, Sarthak Katyal, Krishan Kant Choudhary and Rohit Kaushik

9 Multimedia Data in Modern Education 189
Roopashree, Praveen Kumar M., Pavanalaxmi, Prameela N. S. and Mehnaz Fathima

10 Assessment of Adjusted and Normalized Mutual Information Variants for Band Selection in Hyperspectral Imagery 217
Bhagyashree Chopade, Vikas Gupta and Divyesh Varade

11 A Python-Based Machine Learning Classification Approach for Healthcare Applications 247
Vishal Sharma

12 Supervised and Unsupervised Learning Techniques for Biometric Systems 263
Pallavi Pandey, Yogita Yashveer Raghav, Sarita Gulia, Sagar Aggarwal and Nitin Kumar

About the Editors 301

Index 303