Intelligent Systems: Advances in Biometric Systems, Soft Computing, Image Processing, and Data Analytics

ISBN-13: 9781774634790 / Angielski / Miękka / 2021 / 294 str.

Chiranji Lal Chowdhary

Opis

This volume, Intelligent Systems: Advances in Biometric Systems, Soft Computing, Image Processing, and Data Analytics, helps to fill the gap between data analytics, image processing, and soft computing practices. Soft computing methods are used to focus on data analytics and image processing approaches to develop good intelligent system

Spis treści

Part 1: Biometric Systems And Image Processing  1. Intelligent Techniques: An Overview  2. A Survey on Artificial Intelligence Techniques Used in Bio-Metric Systems  3. Speech-Based Biometric Using Odia Phonetics  4. Deep Learning Techniques to Classify and Analyze Medical Imaging Data  5. Face Recognition System: An Overview  6. An Overview on the Concept of Speaker Recognition  7. Analysis of a Unimodal and Multimodal Biometric System  Part 2: Soft Computing And Data Analytics  8. A Heuristic Approach of Parameter Tuning in a Smote-Based Preprocessing Algorithm for Imbalanced Ordinal Classification  9. Aspects of Deep Learning: Hyper-Parameter Tuning, Regularization, and Normalization  10. Super-Resolution of Reconstruction of Infrared Images Adopting Counter Neural Networks  11. High-End Tools and Technologies for Managing Data in the Age of Big Data  12. An AI-Based Chatbot Using Deep Learning  Part 3: Intelligent Systems And Hybrid Systems  13. A Real-Time Data Analytics-Based Crop Diseases Recognition System  14. Image Caption Generation with Beam Search

 

O autorze

Chiranji Lal Chowdhary, PhD, is currently Associate Professor in the School of Information Technology & Engineering at VIT Vellore, India. He has over 15 years of experience in academia and industry. He has published many papers in refereed journals and has attended international conferences. He has contributed many chapters and is currently in the process of editing several books. He has received awards for publishing research papers from VIT University several times. His publications have been indexed by Clarivate Analytics, IEEE Computer Society, SCOPUS, the ACM Digital Library, and other abstract and citation databases.

He has guided more than 20 graduate projects and more than 20 postgraduate-level projects. Dr. Chowdhary is a reviewer for many reputed journals and is a life member of the Computer Society of India, the Indian Science Congress Association, and the Indian Society for Technical Education. His current research includes digital image processing, deep learning, pattern recognition, soft computing, and biometric systems.