Advances in Image and Data Processing using VLSI Design, Volume 1
Description
VLSI is a well-established field of research that ignited the modern computing revolution. As the computing era transitions from conventional to cognitive computing, data and image processing is becoming a part of almost every real-world problem faced by researchers today.
Serving as a guide to future developments, this book provides a framework for the design, modeling concepts, and application of image processing based systems using VLSI design techniques. It provides information on basic and advanced image and video processing techniques and the central role played by these applications in revolutionizing the modern world via task automation, and explains why dedicated hardware is the best way to implement such applications, emphasising the real challenges in this field due to the complex and non-stationary nature of signals for a variety of applications in analysis, classification, and identification.
This volume focuses on a range of topics including object detection, recognition, smart traffic management, surveillance systems, face detection, gesture-based automated systems, and smart cities based on automated cameras.
With chapters on recent system implementations, reviews, and bibliometric analysis, the book will help the research community to get in-depth knowledge of various systems that can be designed with image processing techniques using hardware.
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Persons
Dr Sandeep Saini has been active in field of VLSI design and hardware implementation for more than a decade. He has published more than 30 articles in reputed Journals and conferences. He has guided 10 PG thesis in the field of VLSI design, hardware implementation, image processing-based hardware and reversible logic design.
Dr Kusum Lata is an Associate Professor in the Department of Electronics and Communication Engineering at LNMIIT-Jaipur. She received MTech and PhD degrees from the Indian Institute of Technology (IIT), Roorkee, India and Indian Institute of Science (IISc), Bangalore, India. She has authored or co-authored more than 30 technical papers and one book chapter. Her research interests include digital circuit design using FPGAs, Design for Testability, Formal Verification of Analog and Mixed Signal Designs and Hardware Security.
Dr Abhishek Sharma received his PhD in Engineering from University of Genoa, Italy. He is presently working as an Assistant professor in the Department of Electronics and Communication Engineering at The LNM Institute of Information and Technology, Jaipur, India. He is the centre lead of the LNM-Center of Smart Technology, and has filed five patents.
Dr G R Sinha has made significant advancements in the fields of academic research and consultancy. He is known globally as an expert in this emerging topic.
Content
Preface 1 FPGA Implementation of RSA Algorithm using VHDL and Xilinx System Generator for Image Applications 2 Modern ML methods for object detection 3 Embedded Intelligence for Tracking Facial Expressions 4 Role of Delay & Power Optimization Techniques in VLSI Design 5 SIVAS: Smart Interactive Virtual Assistance System - A Voice User Interface 6 Topical Survey on Computing Solutions for Plant Disease Classification using Deep Learning Techniques 7 Hardware IP Cores for Image Processing 8 An Efficient Underwater Image Cryptosystem Through a Novel Hybrid Algorithm 9 A Survey Paper on Thresholding in Image 10 Review on Quality Assessment of Fruits and Vegetables using NIR Spectroscopy 11 Design and Implementation of Processors for secured Image Processing Applications 12 Low-power Modified Phase-Locked Loop using AVLS Technique for Biomedical Applications 13 Image Multiplication with a Power Efficient Approximate Multiplier Using a 4:2 Compressor 14 Relative Learning of Different Procedures for Video Shot Boundary Detection with Hardware Means 15 Hardware-Software Co-Simulation of Vehicle License Plate Detection on ZedBoard SoC Platform
