Multimedia Data Processing and Computing

ISBN-13: 9781032469317 / Twarda / 2023 / 224 str.

Opis

This book focuses on different applications of multimedia with supervised and unsupervised data engineering in the modern world. It includes AI-based soft computing and machine techniques in the field of medical diagnosis, biometric, networking, manufacturing, data science, automation in electronics industries, and many more relevant fields.

Spis treści

Chapter 1. A Review On Despeckling Of Earth Surface Visuals Captured By Synthetic Aperture Radar

Chapter 2. Emotion Recognition Using Multimodal Fusion Models: A Review

Chapter 3. Comparison of CNN-based features with gradient features for Tomato plant leaf disease detection 

Chapter 4. Delay Sensitive and Energy Efficient Approach for Improving Longevity of Wireless Sensor Network

Chapter 5. Detecting Lumpy Skin Disease using Deep Learning Techniques

Chapter 6. Forest Fire Detection using Nine-Layer Deep Convolutional Neural Network

Chapter 7. Identification of the Features of Vehicle using CNN

Chapter 8. Plant Leaf Disease Detection Using Supervised Machine Learning Algorithm

Chapter 9. Smart Scholarship Registration Platform using RPA Technology

Chapter 10. Data Processing Methodologies and a Serverless Approach to Solar Data Analytics

Chapter 11. A Discussion with Illustrations on World changing ChatGPT- an Open AI Tool

Chapter 12. A Discussion with Illustrations on World changing ChatGPT- an Open AI Tool

Chapter 13. Advancing Early Cancer Detection with Machine Learning: A Comprehensive Review of Methods and Applications

O autorze

Dr. Suman Kumar Swarnkar received a Ph.D. (CSE) degree in 2021 from Kalinga University, Nayaraipur. He received his M.Tech. (CSE) degree in 2015 from the Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India.He is currently associated with Chhatrapati Shivaji Institute of Technology, Durg, India as an Assistant Professor in Computer Science & Engineering Department. Dr J P Patra is a Professor at Shri Shankaracharya Institute of Professional Management and Technology, Raipur, under Chhattisgarh Swami Vivekanand Technical University, Bhilai, India. He has more than 17 years of experience in research, teaching in the areas of Artificial Intelligence, Analysis and Design of Algorithms, Cryptography, and Network Security. Dr. Tien Anh Tran, is an Assistant Professor at Department of Marine Engineering, Vietnam Maritime University, Haiphong City, Vietnam. He graduated B.Eng. and M.Sc in Marine Engineering from Vietnam Maritime University, Haiphong City, Vietnam. He received the Ph.D. degree at Wuhan University of Technology, Wuhan City, People’s Republic of China in 2018. Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India. He received his Undergraduate Degree (B-Tech in Computer Science and Engineering) with Distinction in 2012, he received his Postgraduate Degree (M-Tech in Information Security) with Distinction in 2015 and Doctorate Degree (PhD Computer Science and Engineering) in 2021 from Birla Institute of Technology, Mesra, India. He has earned numerous international certifications such as CCNA, MCTS, MCITP, RHCE and CCNP. Dr. Santosh Biswas completed B.Tech in Computer Science and Engineering from NIT Durgapur in the year 2001. Following that he received the degree of MS (by Research) and PhD from IIT Kharagpur in the year 2004 and 2008, respectively. After that he is working as a faculty member in the Department of Computer Science and Engineering, IIT Guwahati for seven years, where he is currently an associate professor. His research interests are VLSI testing, Embedded Systems, Fault Tolerance and Network Security. Dr. Biswas has revived several awards namely, Young Engineer Award by Center for Education Growth and Research (CEGR) 2014 for contribution to Teaching and Education, IEI young engineer award 2013-14, Microsoft outstanding young faculty award 2008-09, Infineon India Best Master’s Thesis sward 2014 etc. Contribution to Research and Higher education.