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Advances in Image and Data Processing using VLSI Design, Volume 1

Smart vision systems
Sandeep Saini, Kusum Lata, Abhishek Sharma, G R Sinha

Description

VLSI is a well-established field of research that ignited the modern computing revolution. Serving as a guide to future developments, this book provides a framework for design, modeling concepts, and application of Image Processing based systems using VLSI design techniques. 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. 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.

Key Features:

  •  Describes concepts of state-of-the-art Image processing-based VLSI Design.
  • Describes the Hardware implementation of image and video processing algorithms.
  • Offers real-time hardware system design for smart cities
  • Develops dedicated hardware design for medical image processing applications
  • Explores VLSI design for cognitive science, augmented reality and virtual reality


About Editors

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.

Table of Contents

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

Bibliographic

Hardback ISBN: 9780750339179

Ebook ISBN: 9780750339193

DOI: 10.1088/978-0-7503-3919-3

Publisher: Institute of Physics Publishing

Series: IOP Series in Next Generation Computing

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